SlideShare uma empresa Scribd logo
1 de 7
Baixar para ler offline
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Volume 1 Issue 7 (August 2014) http://ijirae.com
___________________________________________________________________________________________________________
© 2014, IJIRAE- All Rights Reserved Page -91
An Overview of Membrane Bioreactors for Anaerobic Treatment
of Wastewaters
J. B. Bornare1
, V. K. Raman2
, V. S. Sapkal1
, R. S. Sapkal1
, Gauri Minde2
, P. V. Sapkal3
1
Department of Chemical Technology, SGB Amravati University, Amravati, India
2
R. D. Aga Research Technology and Innovation centre, Thermax Limited, Pune, India
3
Institute of Chemical Technology, Mumbai, India
Abstract: Application of Anaerobic Membrane Bioreactor (AnMBR) for wastewater treatment could be an attractive alternative to
recover energy in terms of biogas. In recent years, researchers have shown that AnMBRs can be used to produce methane from
synthetic wastewater. Studies were conducted in the laboratory scale anaerobic Membrane Bioreactor for treatment of synthetic
wastewater at different organic loading rates, under thermophillic and mesophilic conditions and ranging membrane flux. These
AnMBRs performed well for COD and BOD removal from the wastewater, demonstrating the effectiveness of this device for
wastewater treatment with COD and BOD removal efficiency above 90%. Results show that the application of anaerobic
membrane bioreactors is an efficient way to retain specific bacteria that can be a key for the treatment of wastewaters under
extreme conditions. The latter would enable their application to a wide range of industrial processes with the purpose of water
recycling. The challenge for future research is finding the optimum operational conditions to control the cake layer formation,
enhancing membrane performance and reducing the membrane area requirements. This will increase the economic feasibility of
AnMBRs, enabling its full scale application. The performance of the AnMBRs as reported in literature with different substrates,
membrane fouling issues and different membrane rector configurations are presented in this paper.
Keywords: AnMBR, Membrane fouling, COD, BOD, Anaerobic wastewater treatment.
1. INTRODUCTION:
1.1 Membrane Bioreactor (MBR):
Membrane Biological Reactors (MBRs) consist of a biological reactor (so-called bioreactor) with suspended biomass and solids
separation by microfiltration or ultrafiltration membranes (pore size ranging from 0.1 to 0.4 µm). These biological reactor systems
may be used both with aerobic and anaerobic suspended growth bioreactors to separate treated water from active biomass.
The goal of such systems is to combine a bioreactor and a microfiltration as one unit process for wastewater treatment. It could
replace, in some cases, the solid separation function of secondary clarification and effluent filtration. The ability to eliminate the
secondary clarification and to operate at higher mixed liquor suspended solids concentration provides the following advantages:
i. higher volumetric loading rates, so shorter reactor Hydraulic Retention Times (HRT)
ii. operation at low Demand in Oxygen (DO) concentrations, potential for simultaneous nitrification-denitrification in long SRT
designs
iii. longer Solids Retention Times (SRTs) resulting in less sludge production
iv. high-quality effluent (low turbidity, bacteria, BOD)
v. less space required for wastewater treatment.
According to how the membrane is integrated with the bioreactor, two MBR process configurations can be identified: side-stream and
submerged (Figure 1). In side-stream MBRs membrane modules are placed outside the reactor, and the reactor mixed liquor circulates
over a recirculation loop that contains the membrane. In submerged MBRs, the membranes are placed inside the reactor, submerged
in the mixed liquor. Side-stream MBRs involve much higher energy requirements, due to higher operational trans-membrane
pressures (TMP) and the elevated volumetric flow required to achieve the desired cross-flow velocity. Indeed, pumping requirements
for side-stream aerobic MBRs account for 60 to 80% of the total energy consumption, aeration being only 20 to 40% (Gander et al.,
2000). However, side-stream reactors have the advantage that the cleaning operation of membrane modules can be performed more
easily in comparison with submerged technology, since membrane extraction from the reactor is needed in the later case. Submerged
MBRs involve lower energy needs, but they operate at lower permeate fluxes, since they provide lower levels of membrane surface
shear. The latter means higher membrane surface requirements. The selection between submerged and side-stream configurations for
aerobic MBRs seems somehow settled, in favour of submerged MBRs. In fact, nowadays, most of the commercial applications are
based on the submerged configuration, due to lower associated energy requirements (Judd, 2006).
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Volume 1 Issue 7 (August 2014) http://ijirae.com
___________________________________________________________________________________________________________
© 2014, IJIRAE- All Rights Reserved Page -92
Fig.1: Schematic presentation of membrane bioreactors for wastewater treatment
1.2 Anaerobic Membrane Bioreactor (AnMBR):
Biomass retention is a necessary feature for high rate anaerobic treatment of wastewaters, due to low growth rate of anaerobic
microorganisms. Granule and biofilm formation represents the traditional way to achieve the necessary biomass retention, enabling
bioreactors operation at high biomass concentrations, and therefore at high organic loading rates. However, several conditions have
been identified where biofilm and granule formation does not proceed well, such as high salinity (Jeison et al. 2008) and thermophilic
temperatures. In those situations where biofilm or granule formation is expected to be affected, membrane assisted physical
separations can be used to achieve the essential sludge retention. Membrane bioreactors (MBR) ensure biomass retention by the
application of micro or ultrafiltration processes. This allows complete biomass retention and operation at high sludge concentrations
(Judd, 2006). The major drawback of MBR technology is related with membrane costs and fouling. Even though membrane prices
have experienced an important decrease during the last decade (Judd, 2006), membranes still represent an important cost for the full
scale application of anaerobic membrane bioreactors.
2. History:
However, anaerobic degradation is a slow process at low temperatures and heating of the wastewater is uneconomical, particularly if
the wastewater contains little carbon which therefore means only little energy can be recovered in the process. Previous investigations
on anaerobic treatment of municipal and industrial wastewater, showed disappointing results in terms of biogas production,
particularly if the wastewater contained little COD and/or the temperature was low (< 20 0
C). Little methane gas is released from the
water, even if the anaerobic degradation process worked well. Much of the methane remains dissolved in the effluent and escapes into
the atmosphere under uncontrolled conditions, e.g. from the receiving water or when applied onto agricultural land. For this reason
anaerobic wastewater treatment cannot generally claim to be a sustainable technology. Released methane (CH4) has a greenhouse
potential that is twenty-one times higher than that of CO2.
3. Biological performance of AnMBR:
Several laboratory scale experiments by different scientists treating synthetic, municipal and domestic wastewater were applied to
investigate the performance of an anaerobic MBR. Yan Qiu Zhang et al. (2007) studied that the AnMBR exhibited high performance
in removing carbon, nitrogen and phosphorous simultaneously. Under the favorable operational conditions the removal efficiencies of
COD, total Nitrogen (TN) and total phosphorus (TP) were achieved at 93%, 67.4% and 94.1% respectively.
Bailey et al. (1994) studied upflow anaerobic sludge bed reactor performance using cross-flow microfiltration and reported the COD
removal to 99%, with high effluent quality (0.050gm/lit.). Baty et al. (1996) studied the optimal operating condition of AnMBR and
reported that the performance of the biological component of the system depended mainly on the mass loading while that was the
separative part was influenced only by physical parameters such as pressure, cross flow velocity and suspended solids concentration.
Tables 1 present several literatures about the application of AnMBRs for the treatment of wastes, and information regarding the
biological performance using various parameters viz. temperature, mixed liquor suspended solids (MLSS) and organic loading rate
(OLR) of the AnMBR. AnMBRs are expected to provide more efficient digestion, higher methane production, and better effluent
quality, and can be smaller in size than conventional anaerobic digesters. These advantages, together with increased stringency in
waste disposal for animal production facilities, have led to pilot scale testing of AnMBRs to treat swine waste (du Preez et al., 2005;
Lee et al., 2001). The main challenge for AnMBRs has been fouling of membrane units.
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Volume 1 Issue 7 (August 2014) http://ijirae.com
___________________________________________________________________________________________________________
© 2014, IJIRAE- All Rights Reserved Page -93
Table 1: Biological performance of AnMBR for wastewater treatment
Source Wastewater Volume
(Lit.)
Tempe-
rature
(0
C)
MLSS
(g TSS/L)
OLR
(g COD/L.d)
Removal
(%)
Aquino et al., 2006 Meat extract
and
Peptone
3 35 2.6 1.8 96
Fuchs et al., 2003 Acetic Acid
7 30 20-25 20 90
Fakhru'l-Razi et al.
1999
Palm oil mill
50 35 50-57 14.2 – 21.7 91.7-94.2
He et al., 2005 Food industry
400 37 6 -8 4.5 81-94
Wen et al., 1999 Sewage
18 24-35 16-22 0.4-11 60-95
Padmasiri et al.,
2007
Swine manure
6 37 20- 40 1 - 3 -
Kang et al., 2002 Alcohol
fermentation 5 55 2 3-3.5 90-95
High fluid flow velocities resulting in high shear rates at the surface of the membrane can be used in AnMBRs with external
membrane units to help reduce membrane fouling caused by adhesion of biomass and colloidal organic matter to the membrane
surface (Stephenson et al., 2000). However, the digestion efficiency in AnMBRs may be negatively affected by exposure of biomass
to high shear conditions.
4. Membrane fouling and flux characteristics:
Fouling is the undesirable accumulation of microorganisms on the membrane. It causes lower efficiency and higher operating costs
because the flux of treated water gradually decreases as more microorganisms accumulate on the membrane and block the flow.
Membrane fouling limits the widespread use of membrane separation technology for wastewater treatment due to the increase in
operating costs associated with routine membrane cleaning and environmental hazards related to this membrane cleaning. Therefore,
minimization in fouling is very important in the research on AnMBR.
Several studies have shown that membrane properties have also significant influence on flux decline and membrane biofouling.
Negatively charged membranes can have a less permeate flux decline than neutral or positively charged membranes in the AnMBR
because of the stronger electrostatic repulsion between negatively charged membrane surface and colloids. Kang et al. (2002)
compared the filtration characteristics of an organic membrane (hydrophobic polypropylene) and a zirconia-skinned inorganic
membrane in an AnMBR. Membranes themselves represent a relevant capital cost, so everything that can reduce their lifetime or the
applied flux will directly affect the economic feasibility of the process. Moreover, membrane cleaning activities directly affect reactor
operation due to the need for process interruptions. The flux reduction phenomenon is usually analysed in terms of filtration
resistances. The flux through the membrane is a function of the TMP, the permeate viscosity (η) and the total resistance (RT) (Judd,
2006):
J = TMP / η⋅RT
in which J represents the applied flux. The total resistance can be divided in several partial resistances:
RT = RM + RC + RF + RCP
where RM is the membrane resistance, RC is the resistance due to cake layer formation over the membrane, RF is the resistance due to
membrane fouling linked to pore blocking and adsorption and RCP is the resistance originated from the formation of the condensation
polarization layer.
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Volume 1 Issue 7 (August 2014) http://ijirae.com
___________________________________________________________________________________________________________
© 2014, IJIRAE- All Rights Reserved Page -94
Fig. 2: Partial filtration resistances during membrane filtration.
Mainly two categories of factors affecting applicable flux in the operation of AnMBR are identified which are membrane material and
pore size and operational conditions.
4.1 Operational conditions:
Hall et al. (2006) studied different parameters governing permeate flux in an anaerobic membrane bioreactor, and concluded that the
operating parameters that affect permeate flux in an external membrane system are transmembrane pressure (TMP) and cross-flow
velocity. The operating parameters that affect permeate flux in a submerged membrane system are TMP, sparging intensity and the
duration of the relaxation period.
An increase in the cross-flow velocity usually results in an increase of the applicable flux (Wisniewski et al., 2000). However high
cross-flow velocities can induce a decrease in particle size distribution, increase the chances for particle deposition. Gas sparging is
the most common way to provide high shear conditions in submerged MBRs. In AnMBRs biogas can be recirculated in order to
achieve a similar effect. However, very few studies dealing with gas sparged submerged AnMBRs are available. Kayawake et al.
(1991) reported the beneficial effect of biogas sparging on a submerged membrane during the anaerobic digestion of heat-treated
sewage sludge. Hu and Stuckey (2006) studied the application of a submerged AnMBRs for the treatment of a diluted wastewater.
Imasaka et al. (1989) studied the application of gas slug flow in ceramic membranes, using nitrogen gas. He observed increasing
permeate fluxes, at higher gas flow rates. Due to high biomass concentrations of anaerobic reactors, cake formation is likely to
represent a major cause of flux decline. Jeison et al. (2006) studied the effect of biomass concentration and level of gas sparging on
the hydraulic capacity in a submerged anaerobic membrane bioreactor and both parameters significantly affected the hydraulic
capacity, with biomass exerting the most pronounced effect. The AnMBR system contains a variety of biosolids such as microbial
cells, soluble and insoluble metabolites, and organic and inorganic colloids. The initial and gradual rise in transmembrane pressure
(TMP) was caused by the deposition of extra-cellular polymeric substances (EPS), and membrane autopsy revealed significant and an
uneven distribution of fouling by EPS (Cho and Fane, 2002). Meanwhile, the inorganic precipitate generated during anaerobic
digestion could play an important role in the consolidation of biomass cakes on membrane surface and this resulted in severe
membrane fouling (Choo and Lee, 1996). The continuous size reduction of biosolids was found to result in an exponential flux
decline at the initial stage of membrane fouling (Choo and Lee, 1998).
4.2 Membrane material and pore size:
When selecting the type of membrane to be used in an AnMBR, two main decisions have to be made: materials and pore size.
Indeed, surface modification of hydrophobic polymeric membranes by grafting more hydrophilic polymers can reduce fouling and
improve flux (Sainbayar et al., 2001). Membrane material may also determine the applicable fluxes. Kang et al. (2002) compared the
filtration characteristics of organic and inorganic membranes, observing that flux was determined by internal fouling in inorganic
membranes and the formation of a cake layer over the organic membrane.
Table 2 presents the membrane performances attained by the different researchers during the study on an anaerobic membrane
bioreactor. Membrane fouling was evaluated by Zhang et al. (2007) in a side stream anaerobic membrane bioreactor consisting of
tubular polyether sulphone ultrafiltration membrane and observed that membrane fouling was dominated by a loosely attached fouling
layer, which could be removed by flushing the tubular membrane. Equilibrium calculations and scanning electron microscopy with
energy dispersive spectroscopy demonstrated that inorganic precipitation contributed to fouling of the membrane surface and in the
membrane pores. Vallero et al. (2005) observed that sulfate-reducing submerged AnMBRs could be operated over extended periods of
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Volume 1 Issue 7 (August 2014) http://ijirae.com
___________________________________________________________________________________________________________
© 2014, IJIRAE- All Rights Reserved Page -95
time without chemical cleaning of the membranes at a certain fixed flux if this flux was substantially below the nominal critical flux
determined experimentally. Intermittent operation as well as back flush of the membranes was shown to slow the fouling in the
membranes.
Table 2: Membrane performance of AnMBRs for wastewater treatment
Source Wastewater Configuration Pore size
or
MWCO
TMP
(bar)
Cross-
flow
velocity
(m/s)
Final or
mean flux
(l/m2
.h)
Aquino et al., 2006 Meat extract &
Peptone
submerged 0.4 µ m 0.15
0.23
- 10-20
Cadi et al., 1994 Starch side-stream 0.2 µ m 0.4
0.8
2 -2.5 4 - 14
Zitomer et al., 2005) Cow manure side-stream 0.2 µ m - 3.3 40-80
Ghyoot et al., 1997 Primary sludge side-stream 60 kDa 2 4.5 120
Kang et al., 2002 Alcohol
fermentation
side-stream 0.2 µ m 0.6 3 115
He et al., 2005 Food industry side-stream 20-70 kDa 2 1-1.1 10-30
Fuchs et al., 2003 Acetic acid
Vegetable
processing
Slaughter-house
side-stream 0.2 µ m - 2-3 5-10
5. Spectrum of applications:
Application of AnMBRs is most likely restricted to conditions or applications where granular sludge technology may or will
experience problems. This likely is the case when extreme conditions prevail, such as high temperatures and high salinity, since, as
already mentioned, biofilm and granule formation can be severely affected. Following the current trend of increasing water use
efficiency and closing industrial process water cycles, these extreme conditions are likely to become more common in the future.
The literature shows that the application of AnMBRs has been studied so far for a wide variety of wastewaters: sewage, food
processing wastewaters, industrial wastewaters, high solids wastewaters. However, the application of membrane filtration to
anaerobic digestion processes is still in its developing stage. This is evidenced by an almost complete lack of full scale applications
(Liao et al., 2006). Moreover, many researches have applied only low or moderate biomass concentrations, achieving low volumetric
organic loading rates.
In their review Liao et al. (2006) refer to the potential applications of AnMBRs. According to them, minimal opportunities for
AnMBR application exists for the treatment of high-strength soluble wastewaters, since granular technologies already provide a
reliable treatment of these wastes. On the contrary, high-strength particulate wastewaters offer extensive opportunities for the
application of AnMBRs, due to its complete solids retention. At present, anaerobic high-rate technology is worldwide applied to a
range of very different kinds of wastewaters, mostly coming from food processing industries (van Lier, 2007). These wastewaters are
generally characterized as moderately concentrated, with a relatively high to high biodegradability. However, many wastewaters
occur which have characteristics that limit the stable formation of microbial aggregates, e.g. wastewaters with high salt
concentrations, extreme temperatures, chelating organic compounds, specific surfactants, etc. It is expected that the quantity of such
types of extreme wastewaters will increase in the near future, owing to reduction in industrial water consumption and the general
strategy towards industrial water loop closure. For such conditions, membrane enhanced biomass retention represents an alternative
way to concentrate active biomass in anaerobic wastewater treatment systems. Even though it represents a highly efficient way for
biomass retention, it inevitably involves higher operational and investment costs, compared to granular sludge based or biofilm based
technologies. Obviously, membrane bioreactors (MBR) feasibility under anaerobic conditions will most likely be determined by the
techno-economic benefits that the membrane enhanced biomass retention can provide. Anaerobic MBR systems could be of particular
interest for the treatment of the above-mentioned extreme wastewaters that hamper satisfactory biofilm formation, while stable long
term operation of granular sludge bed or biofilm based technologies treating such wastewaters is questionable. The treatment of
wastewaters presenting high concentrations of organic solids could also greatly benefit from the total solids retention, since no solids
wash-out from the reactor is possible. Other challenges include the accumulation of specific bacteria required for the conversion of
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Volume 1 Issue 7 (August 2014) http://ijirae.com
___________________________________________________________________________________________________________
© 2014, IJIRAE- All Rights Reserved Page -96
recalcitrant and slowly biodegradable compounds and the combination of MBR technologies with other membrane post-treatment
systems, avoiding the generally applied aerobic post-treatment step. Considering the ongoing trends in industries to reduce specific
water consumption, and thereby drastically changing the process water characteristics, MBR application opportunities are expected to
grow in the future.
The application of AnMBR for the treatment of low strength wastewater may come out as a future opportunity. However, it must be
realised that during the treatment of dilute wastewaters, hydraulic retention time will be low, requiring a high permeate flow, and thus
a high permeate flux or a high membrane area.
6. Economic feasibility:
The techno-economic feasibility of an AnMBR is not yet focused thoroughly, however the energy usage for fouling control, thermal
energy usage in the process, energy recovered in terms of biogas and the membrane cost are the dominating factors and should be
considered while studying the economic feasibility of the AnMBR technology.
The challenge facing AnMBR is the energy usage associated. The discussed fouling issues are intertwined with energy usage because
the various ways to reduce fouling will most likely consume energy. Unfortunately, there are trade-offs between performance and
energy usage. Generally, the net energy cost of AnMBR is equal to the thermal energy required by the process plus other operational
energy cost minus the energy gained from the methane produced, which may be reused to offset the energy requirement. The thermal
energy is the sum of the energy required to heat the wastewater up to the digester operating temperature and the energy needed to
replace reactor heat losses to the environment. These heat losses account for less than 10% of total energy requirements. Other
sources of operational energy cost include the pumps and blowers for sparging, backflow or other cleaning processes.
The application of membrane separation processes to anaerobic digestion for wastewater treatment involves additional costs. The
most important ones are those related with the membranes themselves and the cost of the energy required for gas sparging. The costs
of Membrane acquisition and replacement (per unit of permeate), depends on the membrane price (per unit area), the applied flux and
the membrane lifetime, and can be evaluated as follows:
Membrane costs = Membrane Price / (Flux . Membrane lifetime)
An energy requirement for gas sparging depends on the applied gas superficial velocity, membrane packing, and hydrostatic head.
7. Conclusion:
This article presents an overview of the current state of research on the use of membrane filtration for the anaerobic treatment of
wastewater. The recovery of energy in terms of biogas and recycling of high quality water is possible using an anaerobic membrane
bioreactor, however selection of right kind of membrane material, proper pore size, suitable configuration and controlled operating
conditions are very important. Further controlled studies required to develop a viable and economical technology include the
following areas:
 Pretreatment effect on transmembrane flux, reversible and irreversible fouling, cleaning frequency, chemical requirements,
permeate quality.
 Correlation between system performance (flux, fouling rate, concentrate characteristics, and permeate quality), and operating
parameters (pressure, temperature, and membrane material, selectivity, and surface charge).
 Identification of the predominant types of fouling (organic, inorganic, biological) and the elaboration of cleaning strategies.
 Control of cake layer thickness is of special importance, in order to keep TMP at moderate levels. Consequently, further fine-
tuning of the proposed technology involves looking for conditions that can control cake layer formation.
 Study of the physical properties of anaerobic flocs developed in AnMBRs that result in a high specific cake resistance would
be also of great interest.
 Investigations should be focused on the optimization of operation mode according to different influent quality and on the
effect of extra-cellular polymeric substances on the membrane fouling in an AnMBR system.
 Techno-economic feasibility of AnMBR applied for the treatment of different wastewater should be studied thoroughly.
References:
1. JEISON, David and VAN LIER, Jules B., 2008. Anaerobic digestion and membrane filtration: A one night stand or a sustainable
relationship? Water Science and Technology. 57 (4), 527-532.
2. JEISON, David; DEL RIO, Alberto and VAN LIER, Jules B., 2008. Impact of high saline wastewaters on anaerobic granular
sludge functionalities. Water Science and Technology. 57 (6), 815-819.
3. JUDD, Simon. The MBR book. Oxford, Elsevier, 2006. 325 p. ISBN 1-85-617481-6.
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Volume 1 Issue 7 (August 2014) http://ijirae.com
___________________________________________________________________________________________________________
© 2014, IJIRAE- All Rights Reserved Page -97
4. DU Preez, J., Norddahl, B., Christensen, K., 2005. The BIOREKs concept: a hybrid membrane bioreactor concept for very strong
wastewater. Desalination 183 (1–3), 407–415.
5. Lee, S.M., Jung, J.Y., Chung, Y.C., 2001. Novel method for enhancing permeate flux of submerged membrane system in two-
phase anaerobic reactor. Water Res. 35 (2), 471–477.
6. Stephenson, K.B., Jud, S., Jefferson, B., 2000. Membrane Bioreactors for Wastewater Treatment. IWA Publishing, London.
7. Kang, I.-J., Yoon, S.-H., Lee, C.-H., 2002. Comparison of the filtration characteristics of organic and inorganic membranes in a
membrane-coupled anaerobic bioreactor. Water Res. 36, 1803–1813.
8. Bailey A. D., Hansford G. S., Dolod P. L., 1994. The enhancement of upflow anaerobic sludge bed reactor performance using
crossflow microfiltration. Water Res. 28 (2) 291-295.
9. BEAUBIEN A., Baty M., Jeannot F., Francoeur E., Manem J., 1996. Design and operation of anaerobic membrane bioreactors:
development of a filtration testing strategy. Journal of Membrane Sci., 109 (2), 173-184.
10. Aquino, S.F., Hu, A.Y., Akram, A. and Stuckey, D.C., 2006. Characterization of dissolved compounds in submerged anaerobic
membrane bioreactors (SAMBRs). Journal of Chemical Technology and Biotechnology. 81(12), 1894-1904.
11. Fuchs, W., Binder, H., Mavrias, G. and Braun, R., 2003. Anaerobic treatment of wastewater with high organic content using a
stirred tank reactor coupled with a membrane filtration unit. Water Research. 37(4), 902-908.
12. Fakhru'l-Razi, A. and Noor, M.J.M.M., 1999. Treatment of palm oil mill effluent (POME) with the Membrane Anaerobic System
(MAS). Water Science and Technology. 39(10- 11), 159-163.
13. Gander, M., Jefferson, B. and Judd, S., 2000. Aerobic MBRs for domestic wastewater treatment: a review with cost
considerations. Separation and Purification Technology. 18(2), 119-130.
14. J. Zhang, S.I. Padmasiri, M. Fitch, B. Norddahl, L. Raskin, E. Morgenroth, 2007. Influence of cleaning frequency and membrane
history on fouling in an anaerobic membrane bioreactor. Desalination. 207 (2007), 153–166.
15. Berube P. R., Hall E. R., Sutton P. M., 2006. Parameters governing permeate flux in an anaerobic membrane bioreactor treating
low strength municipal wastewaters: a literature review. Water Environment Research. 78 (2), 887-896.
16. D. Jeison, J.B. van Lier 2006. Bio-layer management in anaerobic membrane bioreactors for wastewater treatment. Water
Science & Technology. 54 (2), 81–86.
17. Wisniewski, C., Grasmick, A. and Cruz, A.L., 2000. Critical particle size in membrane bioreactors - Case of a denitrifying
bacterial suspension. Journal of Membrane Science. 178(1-2), 141-150.
18. Kayawake, E., Narukami, Y. and Yamagata, M., 1991. Anaerobic-Digestion by a Ceramic Membrane Enclosed Reactor. Journal
of Fermentation and Bioengineering. 71 (2), 122- 125.
19. Imasaka, T., Kanekuni, N., So, H. and Yoshino, S., 1989. Cross-Flow Filtration of Methane Fermentation Broth by Ceramic
Membranes. Journal of Fermentation and Bioengineering. 68 (3), 200-206.
20. Sainbayar, A., Kim, J.S., Jung, W.J., Lee, Y.S. and Lee, C.H., 2001. Application of surface modified polypropylene membranes
to an anaerobic membrane bioreactor. Environmental Technology. 22 (9), 1035-1042.
21. Vallero, M.V.G., Lettinga, G., Lens, P.N.L., 2005. High rate sulfate reduction in a submerged anaerobic membrane bioreactor
(SAMBaR) at high salinity. J. Memb. Sci. 253 (1–2), 217–232.
22. Cadi, Z., Huyard, H., Manem, J. and Moletta, R., 1994. Anaerobic-Digestion of A Synthetic Waste-Water Containing Starch by
A Membrane Reactor. Environmental Technology. 15 (11), 1029-1039.
23. Zitomer, D.H., Bachman, T.C. and Vogel, D.S., 2005. Thermophilic anaerobic digester with ultrafilter for solids stabilization.
Water Science and Technology. 52 (1-2), 525-530.
24. Ghyoot, W.R. and Verstraete, W.H., 1997. Coupling membrane filtration to anaerobic primary sludge digestion. Environmental
Technology. 18 (6), 569-580.
25. Liao, B.Q., Kraemer, J.T. and Bagley, D.M., 2006. Anaerobic membrane bioreactors: Applications and research directions.
Critical Reviews in Environmental Science and Technology. 36 (6), 489-530.
26. Cho, B.D., Fane, A.G., 2002. Fouling transients in nominally sub-critical flux operation of a membrane bioreactor. J. Memb. Sci.
209, 391–403.
27. Choo, K.-H., Lee, C.-H., 1996. Membrane fouling mechanisms in the membrane-coupled anaerobic bioreactor. Water Res. 30,
1771–1780.
28. Choo, K-H., Lee, C.-H., 1998. Hydrodynamic behavior of anaerobic biosolids during crossflow filtration in the membrane
anaerobic bioreactor. Water Res. 32 (11), 3387– 3397.
29. Van Lier, J.B., 2007. Current and future trends in anaerobic digestion: diversifying from waste (water) treatment to resource
oriented conversion techniques. 11th
IWA International Conference on Anaerobic Digestion, Brisbane, Australia.

Mais conteúdo relacionado

Mais procurados

Uasb water treatment process
Uasb water treatment processUasb water treatment process
Uasb water treatment processSakil Ahmed
 
Membrane Bioreactor (MBR) Technology for Decentralized Wastewater Systems
Membrane Bioreactor (MBR) Technology for Decentralized Wastewater SystemsMembrane Bioreactor (MBR) Technology for Decentralized Wastewater Systems
Membrane Bioreactor (MBR) Technology for Decentralized Wastewater SystemsBuzzards Bay Coalition
 
Advancements in environmental biotechnology.pptx
Advancements in environmental biotechnology.pptxAdvancements in environmental biotechnology.pptx
Advancements in environmental biotechnology.pptxNahalMalik1
 
Distillery Industry Waste and Its Treatment
Distillery Industry Waste and Its TreatmentDistillery Industry Waste and Its Treatment
Distillery Industry Waste and Its TreatmentLakhan Kumar
 
The difference between sbr, mbr and mbbr-sewage treatment plants
The difference between sbr, mbr and mbbr-sewage treatment plantsThe difference between sbr, mbr and mbbr-sewage treatment plants
The difference between sbr, mbr and mbbr-sewage treatment plantsCleantechwater_19
 
Pulp and paper mill waste
Pulp and paper mill wastePulp and paper mill waste
Pulp and paper mill wasteRimpi Rimpy
 
BIOLOGICAL TREATMENT OF SEWAGE AND INDUSTRIA WASTE
BIOLOGICAL TREATMENT OF SEWAGE AND INDUSTRIA WASTEBIOLOGICAL TREATMENT OF SEWAGE AND INDUSTRIA WASTE
BIOLOGICAL TREATMENT OF SEWAGE AND INDUSTRIA WASTESalmashaik26
 
Biotechnological applications for environmental waste management
Biotechnological applications for environmental waste managementBiotechnological applications for environmental waste management
Biotechnological applications for environmental waste managementUtkarsh Verma
 
Tertiary treatment
Tertiary treatmentTertiary treatment
Tertiary treatmentAzad Khan
 
wastewater treatment
wastewater treatmentwastewater treatment
wastewater treatmentEzhilmathi S
 
Airlift bioreactor ppt
Airlift bioreactor pptAirlift bioreactor ppt
Airlift bioreactor pptkhehkesha
 
Primary and secondary wastewater treatment..
Primary and secondary wastewater treatment..Primary and secondary wastewater treatment..
Primary and secondary wastewater treatment..snehalmenon92
 
Purification of water by membrane Technology
Purification of water by membrane TechnologyPurification of water by membrane Technology
Purification of water by membrane TechnologyTahir Nawazkhan
 
Microbial Enhance Oil Recovery
Microbial Enhance Oil RecoveryMicrobial Enhance Oil Recovery
Microbial Enhance Oil RecoveryMehreenSharif1
 
Biodegradable plastics
Biodegradable plasticsBiodegradable plastics
Biodegradable plasticsLovely Sinha
 
CH-3. Anaerobic treatment of wastewater
CH-3. Anaerobic treatment of wastewaterCH-3. Anaerobic treatment of wastewater
CH-3. Anaerobic treatment of wastewaterTadviDevarshi
 
Bioremediation
BioremediationBioremediation
Bioremediationsjcc
 

Mais procurados (20)

Uasb water treatment process
Uasb water treatment processUasb water treatment process
Uasb water treatment process
 
Bioreactor
BioreactorBioreactor
Bioreactor
 
Membrane Bioreactor (MBR) Technology for Decentralized Wastewater Systems
Membrane Bioreactor (MBR) Technology for Decentralized Wastewater SystemsMembrane Bioreactor (MBR) Technology for Decentralized Wastewater Systems
Membrane Bioreactor (MBR) Technology for Decentralized Wastewater Systems
 
Advancements in environmental biotechnology.pptx
Advancements in environmental biotechnology.pptxAdvancements in environmental biotechnology.pptx
Advancements in environmental biotechnology.pptx
 
Distillery Industry Waste and Its Treatment
Distillery Industry Waste and Its TreatmentDistillery Industry Waste and Its Treatment
Distillery Industry Waste and Its Treatment
 
The difference between sbr, mbr and mbbr-sewage treatment plants
The difference between sbr, mbr and mbbr-sewage treatment plantsThe difference between sbr, mbr and mbbr-sewage treatment plants
The difference between sbr, mbr and mbbr-sewage treatment plants
 
Pulp and paper mill waste
Pulp and paper mill wastePulp and paper mill waste
Pulp and paper mill waste
 
BIOLOGICAL TREATMENT OF SEWAGE AND INDUSTRIA WASTE
BIOLOGICAL TREATMENT OF SEWAGE AND INDUSTRIA WASTEBIOLOGICAL TREATMENT OF SEWAGE AND INDUSTRIA WASTE
BIOLOGICAL TREATMENT OF SEWAGE AND INDUSTRIA WASTE
 
Bioreporters
Bioreporters Bioreporters
Bioreporters
 
Biotechnological applications for environmental waste management
Biotechnological applications for environmental waste managementBiotechnological applications for environmental waste management
Biotechnological applications for environmental waste management
 
Tertiary treatment
Tertiary treatmentTertiary treatment
Tertiary treatment
 
wastewater treatment
wastewater treatmentwastewater treatment
wastewater treatment
 
Airlift bioreactor ppt
Airlift bioreactor pptAirlift bioreactor ppt
Airlift bioreactor ppt
 
Effluent treatment process
Effluent treatment processEffluent treatment process
Effluent treatment process
 
Primary and secondary wastewater treatment..
Primary and secondary wastewater treatment..Primary and secondary wastewater treatment..
Primary and secondary wastewater treatment..
 
Purification of water by membrane Technology
Purification of water by membrane TechnologyPurification of water by membrane Technology
Purification of water by membrane Technology
 
Microbial Enhance Oil Recovery
Microbial Enhance Oil RecoveryMicrobial Enhance Oil Recovery
Microbial Enhance Oil Recovery
 
Biodegradable plastics
Biodegradable plasticsBiodegradable plastics
Biodegradable plastics
 
CH-3. Anaerobic treatment of wastewater
CH-3. Anaerobic treatment of wastewaterCH-3. Anaerobic treatment of wastewater
CH-3. Anaerobic treatment of wastewater
 
Bioremediation
BioremediationBioremediation
Bioremediation
 

Destaque

Evaluation Mechanism for Similarity-Based Ranked Search Over Scientific Data
Evaluation Mechanism for Similarity-Based Ranked Search Over Scientific DataEvaluation Mechanism for Similarity-Based Ranked Search Over Scientific Data
Evaluation Mechanism for Similarity-Based Ranked Search Over Scientific DataAM Publications
 
Adam Price - DRAFT
Adam Price - DRAFTAdam Price - DRAFT
Adam Price - DRAFTAdam Price
 
Estimates of Elasticity and Compressive Strenght in Soil Cement Mixed With Ij...
Estimates of Elasticity and Compressive Strenght in Soil Cement Mixed With Ij...Estimates of Elasticity and Compressive Strenght in Soil Cement Mixed With Ij...
Estimates of Elasticity and Compressive Strenght in Soil Cement Mixed With Ij...AM Publications
 
ENFERMEDADES VESICULARES
ENFERMEDADES VESICULARESENFERMEDADES VESICULARES
ENFERMEDADES VESICULARESEdgar Mrtinez
 
MFN CHINA - Winoa interview June 2013
MFN CHINA - Winoa interview June 2013MFN CHINA - Winoa interview June 2013
MFN CHINA - Winoa interview June 2013St Guillon
 
CULTURE MEDIA USED IN MICROBIOLOGY
CULTURE  MEDIA USED IN MICROBIOLOGYCULTURE  MEDIA USED IN MICROBIOLOGY
CULTURE MEDIA USED IN MICROBIOLOGYMusa Khan
 

Destaque (13)

Historia de la
Historia de la Historia de la
Historia de la
 
Elvoleibol
ElvoleibolElvoleibol
Elvoleibol
 
Evaluation Mechanism for Similarity-Based Ranked Search Over Scientific Data
Evaluation Mechanism for Similarity-Based Ranked Search Over Scientific DataEvaluation Mechanism for Similarity-Based Ranked Search Over Scientific Data
Evaluation Mechanism for Similarity-Based Ranked Search Over Scientific Data
 
Adam Price - DRAFT
Adam Price - DRAFTAdam Price - DRAFT
Adam Price - DRAFT
 
Estimates of Elasticity and Compressive Strenght in Soil Cement Mixed With Ij...
Estimates of Elasticity and Compressive Strenght in Soil Cement Mixed With Ij...Estimates of Elasticity and Compressive Strenght in Soil Cement Mixed With Ij...
Estimates of Elasticity and Compressive Strenght in Soil Cement Mixed With Ij...
 
Proyecto modificado
Proyecto modificadoProyecto modificado
Proyecto modificado
 
Социальная и интеллектуальная активизация пожилых людей на примере деятельнос...
Социальная и интеллектуальная активизация пожилых людей на примере деятельнос...Социальная и интеллектуальная активизация пожилых людей на примере деятельнос...
Социальная и интеллектуальная активизация пожилых людей на примере деятельнос...
 
Lects8
Lects8Lects8
Lects8
 
ENFERMEDADES VESICULARES
ENFERMEDADES VESICULARESENFERMEDADES VESICULARES
ENFERMEDADES VESICULARES
 
MFN CHINA - Winoa interview June 2013
MFN CHINA - Winoa interview June 2013MFN CHINA - Winoa interview June 2013
MFN CHINA - Winoa interview June 2013
 
Culture media & methods
Culture media & methodsCulture media & methods
Culture media & methods
 
EFFECT OF WELDING PROCESS AND POST WELD HEAT TREATMENTS ON MICROSTRUCTURE AND...
EFFECT OF WELDING PROCESS AND POST WELD HEAT TREATMENTS ON MICROSTRUCTURE AND...EFFECT OF WELDING PROCESS AND POST WELD HEAT TREATMENTS ON MICROSTRUCTURE AND...
EFFECT OF WELDING PROCESS AND POST WELD HEAT TREATMENTS ON MICROSTRUCTURE AND...
 
CULTURE MEDIA USED IN MICROBIOLOGY
CULTURE  MEDIA USED IN MICROBIOLOGYCULTURE  MEDIA USED IN MICROBIOLOGY
CULTURE MEDIA USED IN MICROBIOLOGY
 

Semelhante a An Overview of Membrane Bioreactors for Anaerobic Treatment of Wastewaters

Study on Performance of Membrane Bioreactor (MBR) system at various temperatu...
Study on Performance of Membrane Bioreactor (MBR) system at various temperatu...Study on Performance of Membrane Bioreactor (MBR) system at various temperatu...
Study on Performance of Membrane Bioreactor (MBR) system at various temperatu...AM Publications
 
Performance evaluation of modified lab-scale UASB reactor with different OLR ...
Performance evaluation of modified lab-scale UASB reactor with different OLR ...Performance evaluation of modified lab-scale UASB reactor with different OLR ...
Performance evaluation of modified lab-scale UASB reactor with different OLR ...IRJET Journal
 
IRJET- Characterisation of Grey Water and Treatment using Moving Bed Biof...
IRJET-  	  Characterisation of Grey Water and Treatment using Moving Bed Biof...IRJET-  	  Characterisation of Grey Water and Treatment using Moving Bed Biof...
IRJET- Characterisation of Grey Water and Treatment using Moving Bed Biof...IRJET Journal
 
2 application of moving bed biofilm reactor (mbbr) and integrated fixed activ...
2 application of moving bed biofilm reactor (mbbr) and integrated fixed activ...2 application of moving bed biofilm reactor (mbbr) and integrated fixed activ...
2 application of moving bed biofilm reactor (mbbr) and integrated fixed activ...Alvaro Huete
 
Industrial Waste Water Treatment Using An Attached Media
Industrial Waste Water Treatment Using An Attached MediaIndustrial Waste Water Treatment Using An Attached Media
Industrial Waste Water Treatment Using An Attached MediaIRJET Journal
 
Determination of bio kinetic parameters
Determination of bio kinetic parametersDetermination of bio kinetic parameters
Determination of bio kinetic parametersprj_publication
 
Rotating Biological Contactor Wastewater Treatment Using Banana Leaves for Gr...
Rotating Biological Contactor Wastewater Treatment Using Banana Leaves for Gr...Rotating Biological Contactor Wastewater Treatment Using Banana Leaves for Gr...
Rotating Biological Contactor Wastewater Treatment Using Banana Leaves for Gr...IRJET Journal
 
Sewage water Treatment Using Moving Bed Bio-Film Reactor over SBR
Sewage water Treatment Using Moving Bed Bio-Film Reactor over SBRSewage water Treatment Using Moving Bed Bio-Film Reactor over SBR
Sewage water Treatment Using Moving Bed Bio-Film Reactor over SBRIRJET Journal
 
55 69%20 ahmed
55 69%20 ahmed55 69%20 ahmed
55 69%20 ahmedEmmiEzz22
 
Low Cost Anaerobic Treatment of Municipal Solid Waste Leachate
Low Cost Anaerobic Treatment of Municipal Solid Waste LeachateLow Cost Anaerobic Treatment of Municipal Solid Waste Leachate
Low Cost Anaerobic Treatment of Municipal Solid Waste Leachateiosrjce
 
IRJET- Municipal Wastewater Treatment by using Membrane Bio-Reactor
IRJET- Municipal Wastewater Treatment by using Membrane Bio-ReactorIRJET- Municipal Wastewater Treatment by using Membrane Bio-Reactor
IRJET- Municipal Wastewater Treatment by using Membrane Bio-ReactorIRJET Journal
 
Review of research on bio reactors used in wastewater ijsit 2.4.6
Review of research on bio reactors used in wastewater  ijsit 2.4.6Review of research on bio reactors used in wastewater  ijsit 2.4.6
Review of research on bio reactors used in wastewater ijsit 2.4.6IJSIT Editor
 
Evaluation of Anaerobic Fluidized Bed Reactor for treating Sugar mill effluen...
Evaluation of Anaerobic Fluidized Bed Reactor for treating Sugar mill effluen...Evaluation of Anaerobic Fluidized Bed Reactor for treating Sugar mill effluen...
Evaluation of Anaerobic Fluidized Bed Reactor for treating Sugar mill effluen...IJERA Editor
 
IRJET - Design of Wastewater Treatment Plant in Nagpur City: By Adopting ...
IRJET -  	  Design of Wastewater Treatment Plant in Nagpur City: By Adopting ...IRJET -  	  Design of Wastewater Treatment Plant in Nagpur City: By Adopting ...
IRJET - Design of Wastewater Treatment Plant in Nagpur City: By Adopting ...IRJET Journal
 
“TREATMENT OF GREY WATER USING HYBRID REACTOR”
“TREATMENT OF GREY WATER USING HYBRID REACTOR”“TREATMENT OF GREY WATER USING HYBRID REACTOR”
“TREATMENT OF GREY WATER USING HYBRID REACTOR”IRJET Journal
 
Artificial intelligence based control approach for
Artificial intelligence based control approach forArtificial intelligence based control approach for
Artificial intelligence based control approach foreSAT Publishing House
 
Artificial intelligence based control approach for membrane bioreactor in sew...
Artificial intelligence based control approach for membrane bioreactor in sew...Artificial intelligence based control approach for membrane bioreactor in sew...
Artificial intelligence based control approach for membrane bioreactor in sew...eSAT Journals
 

Semelhante a An Overview of Membrane Bioreactors for Anaerobic Treatment of Wastewaters (20)

Study on Performance of Membrane Bioreactor (MBR) system at various temperatu...
Study on Performance of Membrane Bioreactor (MBR) system at various temperatu...Study on Performance of Membrane Bioreactor (MBR) system at various temperatu...
Study on Performance of Membrane Bioreactor (MBR) system at various temperatu...
 
Performance evaluation of modified lab-scale UASB reactor with different OLR ...
Performance evaluation of modified lab-scale UASB reactor with different OLR ...Performance evaluation of modified lab-scale UASB reactor with different OLR ...
Performance evaluation of modified lab-scale UASB reactor with different OLR ...
 
IRJET- Characterisation of Grey Water and Treatment using Moving Bed Biof...
IRJET-  	  Characterisation of Grey Water and Treatment using Moving Bed Biof...IRJET-  	  Characterisation of Grey Water and Treatment using Moving Bed Biof...
IRJET- Characterisation of Grey Water and Treatment using Moving Bed Biof...
 
2 application of moving bed biofilm reactor (mbbr) and integrated fixed activ...
2 application of moving bed biofilm reactor (mbbr) and integrated fixed activ...2 application of moving bed biofilm reactor (mbbr) and integrated fixed activ...
2 application of moving bed biofilm reactor (mbbr) and integrated fixed activ...
 
Industrial Waste Water Treatment Using An Attached Media
Industrial Waste Water Treatment Using An Attached MediaIndustrial Waste Water Treatment Using An Attached Media
Industrial Waste Water Treatment Using An Attached Media
 
Determination of bio kinetic parameters
Determination of bio kinetic parametersDetermination of bio kinetic parameters
Determination of bio kinetic parameters
 
Rotating Biological Contactor Wastewater Treatment Using Banana Leaves for Gr...
Rotating Biological Contactor Wastewater Treatment Using Banana Leaves for Gr...Rotating Biological Contactor Wastewater Treatment Using Banana Leaves for Gr...
Rotating Biological Contactor Wastewater Treatment Using Banana Leaves for Gr...
 
Ml2521492153
Ml2521492153Ml2521492153
Ml2521492153
 
Sewage water Treatment Using Moving Bed Bio-Film Reactor over SBR
Sewage water Treatment Using Moving Bed Bio-Film Reactor over SBRSewage water Treatment Using Moving Bed Bio-Film Reactor over SBR
Sewage water Treatment Using Moving Bed Bio-Film Reactor over SBR
 
55 69%20 ahmed
55 69%20 ahmed55 69%20 ahmed
55 69%20 ahmed
 
Ex34922926
Ex34922926Ex34922926
Ex34922926
 
Low Cost Anaerobic Treatment of Municipal Solid Waste Leachate
Low Cost Anaerobic Treatment of Municipal Solid Waste LeachateLow Cost Anaerobic Treatment of Municipal Solid Waste Leachate
Low Cost Anaerobic Treatment of Municipal Solid Waste Leachate
 
IRJET- Municipal Wastewater Treatment by using Membrane Bio-Reactor
IRJET- Municipal Wastewater Treatment by using Membrane Bio-ReactorIRJET- Municipal Wastewater Treatment by using Membrane Bio-Reactor
IRJET- Municipal Wastewater Treatment by using Membrane Bio-Reactor
 
Mr2420972098
Mr2420972098Mr2420972098
Mr2420972098
 
Review of research on bio reactors used in wastewater ijsit 2.4.6
Review of research on bio reactors used in wastewater  ijsit 2.4.6Review of research on bio reactors used in wastewater  ijsit 2.4.6
Review of research on bio reactors used in wastewater ijsit 2.4.6
 
Evaluation of Anaerobic Fluidized Bed Reactor for treating Sugar mill effluen...
Evaluation of Anaerobic Fluidized Bed Reactor for treating Sugar mill effluen...Evaluation of Anaerobic Fluidized Bed Reactor for treating Sugar mill effluen...
Evaluation of Anaerobic Fluidized Bed Reactor for treating Sugar mill effluen...
 
IRJET - Design of Wastewater Treatment Plant in Nagpur City: By Adopting ...
IRJET -  	  Design of Wastewater Treatment Plant in Nagpur City: By Adopting ...IRJET -  	  Design of Wastewater Treatment Plant in Nagpur City: By Adopting ...
IRJET - Design of Wastewater Treatment Plant in Nagpur City: By Adopting ...
 
“TREATMENT OF GREY WATER USING HYBRID REACTOR”
“TREATMENT OF GREY WATER USING HYBRID REACTOR”“TREATMENT OF GREY WATER USING HYBRID REACTOR”
“TREATMENT OF GREY WATER USING HYBRID REACTOR”
 
Artificial intelligence based control approach for
Artificial intelligence based control approach forArtificial intelligence based control approach for
Artificial intelligence based control approach for
 
Artificial intelligence based control approach for membrane bioreactor in sew...
Artificial intelligence based control approach for membrane bioreactor in sew...Artificial intelligence based control approach for membrane bioreactor in sew...
Artificial intelligence based control approach for membrane bioreactor in sew...
 

Mais de AM Publications

DEVELOPMENT OF TODDLER FAMILY CADRE TRAINING BASED ON ANDROID APPLICATIONS IN...
DEVELOPMENT OF TODDLER FAMILY CADRE TRAINING BASED ON ANDROID APPLICATIONS IN...DEVELOPMENT OF TODDLER FAMILY CADRE TRAINING BASED ON ANDROID APPLICATIONS IN...
DEVELOPMENT OF TODDLER FAMILY CADRE TRAINING BASED ON ANDROID APPLICATIONS IN...AM Publications
 
TESTING OF COMPOSITE ON DROP-WEIGHT IMPACT TESTING AND DAMAGE IDENTIFICATION ...
TESTING OF COMPOSITE ON DROP-WEIGHT IMPACT TESTING AND DAMAGE IDENTIFICATION ...TESTING OF COMPOSITE ON DROP-WEIGHT IMPACT TESTING AND DAMAGE IDENTIFICATION ...
TESTING OF COMPOSITE ON DROP-WEIGHT IMPACT TESTING AND DAMAGE IDENTIFICATION ...AM Publications
 
THE USE OF FRACTAL GEOMETRY IN TILING MOTIF DESIGN
THE USE OF FRACTAL GEOMETRY IN TILING MOTIF DESIGNTHE USE OF FRACTAL GEOMETRY IN TILING MOTIF DESIGN
THE USE OF FRACTAL GEOMETRY IN TILING MOTIF DESIGNAM Publications
 
TWO-DIMENSIONAL INVERSION FINITE ELEMENT MODELING OF MAGNETOTELLURIC DATA: CA...
TWO-DIMENSIONAL INVERSION FINITE ELEMENT MODELING OF MAGNETOTELLURIC DATA: CA...TWO-DIMENSIONAL INVERSION FINITE ELEMENT MODELING OF MAGNETOTELLURIC DATA: CA...
TWO-DIMENSIONAL INVERSION FINITE ELEMENT MODELING OF MAGNETOTELLURIC DATA: CA...AM Publications
 
USING THE GENETIC ALGORITHM TO OPTIMIZE LASER WELDING PARAMETERS FOR MARTENSI...
USING THE GENETIC ALGORITHM TO OPTIMIZE LASER WELDING PARAMETERS FOR MARTENSI...USING THE GENETIC ALGORITHM TO OPTIMIZE LASER WELDING PARAMETERS FOR MARTENSI...
USING THE GENETIC ALGORITHM TO OPTIMIZE LASER WELDING PARAMETERS FOR MARTENSI...AM Publications
 
ANALYSIS AND DESIGN E-MARKETPLACE FOR MICRO, SMALL AND MEDIUM ENTERPRISES
ANALYSIS AND DESIGN E-MARKETPLACE FOR MICRO, SMALL AND MEDIUM ENTERPRISESANALYSIS AND DESIGN E-MARKETPLACE FOR MICRO, SMALL AND MEDIUM ENTERPRISES
ANALYSIS AND DESIGN E-MARKETPLACE FOR MICRO, SMALL AND MEDIUM ENTERPRISESAM Publications
 
REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS
REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS
REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS AM Publications
 
EVALUATE THE STRAIN ENERGY ERROR FOR THE LASER WELD BY THE H-REFINEMENT OF TH...
EVALUATE THE STRAIN ENERGY ERROR FOR THE LASER WELD BY THE H-REFINEMENT OF TH...EVALUATE THE STRAIN ENERGY ERROR FOR THE LASER WELD BY THE H-REFINEMENT OF TH...
EVALUATE THE STRAIN ENERGY ERROR FOR THE LASER WELD BY THE H-REFINEMENT OF TH...AM Publications
 
HMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITION
HMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITIONHMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITION
HMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITIONAM Publications
 
PEDESTRIAN DETECTION IN LOW RESOLUTION VIDEOS USING A MULTI-FRAME HOG-BASED D...
PEDESTRIAN DETECTION IN LOW RESOLUTION VIDEOS USING A MULTI-FRAME HOG-BASED D...PEDESTRIAN DETECTION IN LOW RESOLUTION VIDEOS USING A MULTI-FRAME HOG-BASED D...
PEDESTRIAN DETECTION IN LOW RESOLUTION VIDEOS USING A MULTI-FRAME HOG-BASED D...AM Publications
 
EFFECT OF SILICON - RUBBER (SR) SHEETS AS AN ALTERNATIVE FILTER ON HIGH AND L...
EFFECT OF SILICON - RUBBER (SR) SHEETS AS AN ALTERNATIVE FILTER ON HIGH AND L...EFFECT OF SILICON - RUBBER (SR) SHEETS AS AN ALTERNATIVE FILTER ON HIGH AND L...
EFFECT OF SILICON - RUBBER (SR) SHEETS AS AN ALTERNATIVE FILTER ON HIGH AND L...AM Publications
 
UTILIZATION OF IMMUNIZATION SERVICES AMONG CHILDREN UNDER FIVE YEARS OF AGE I...
UTILIZATION OF IMMUNIZATION SERVICES AMONG CHILDREN UNDER FIVE YEARS OF AGE I...UTILIZATION OF IMMUNIZATION SERVICES AMONG CHILDREN UNDER FIVE YEARS OF AGE I...
UTILIZATION OF IMMUNIZATION SERVICES AMONG CHILDREN UNDER FIVE YEARS OF AGE I...AM Publications
 
REPRESENTATION OF THE BLOCK DATA ENCRYPTION ALGORITHM IN AN ANALYTICAL FORM F...
REPRESENTATION OF THE BLOCK DATA ENCRYPTION ALGORITHM IN AN ANALYTICAL FORM F...REPRESENTATION OF THE BLOCK DATA ENCRYPTION ALGORITHM IN AN ANALYTICAL FORM F...
REPRESENTATION OF THE BLOCK DATA ENCRYPTION ALGORITHM IN AN ANALYTICAL FORM F...AM Publications
 
OPTICAL CHARACTER RECOGNITION USING RBFNN
OPTICAL CHARACTER RECOGNITION USING RBFNNOPTICAL CHARACTER RECOGNITION USING RBFNN
OPTICAL CHARACTER RECOGNITION USING RBFNNAM Publications
 
DETECTION OF MOVING OBJECT
DETECTION OF MOVING OBJECTDETECTION OF MOVING OBJECT
DETECTION OF MOVING OBJECTAM Publications
 
SIMULATION OF ATMOSPHERIC POLLUTANTS DISPERSION IN AN URBAN ENVIRONMENT
SIMULATION OF ATMOSPHERIC POLLUTANTS DISPERSION IN AN URBAN ENVIRONMENTSIMULATION OF ATMOSPHERIC POLLUTANTS DISPERSION IN AN URBAN ENVIRONMENT
SIMULATION OF ATMOSPHERIC POLLUTANTS DISPERSION IN AN URBAN ENVIRONMENTAM Publications
 
PREPARATION AND EVALUATION OF WOOL KERATIN BASED CHITOSAN NANOFIBERS FOR AIR ...
PREPARATION AND EVALUATION OF WOOL KERATIN BASED CHITOSAN NANOFIBERS FOR AIR ...PREPARATION AND EVALUATION OF WOOL KERATIN BASED CHITOSAN NANOFIBERS FOR AIR ...
PREPARATION AND EVALUATION OF WOOL KERATIN BASED CHITOSAN NANOFIBERS FOR AIR ...AM Publications
 
ANALYSIS ON LOAD BALANCING ALGORITHMS IMPLEMENTATION ON CLOUD COMPUTING ENVIR...
ANALYSIS ON LOAD BALANCING ALGORITHMS IMPLEMENTATION ON CLOUD COMPUTING ENVIR...ANALYSIS ON LOAD BALANCING ALGORITHMS IMPLEMENTATION ON CLOUD COMPUTING ENVIR...
ANALYSIS ON LOAD BALANCING ALGORITHMS IMPLEMENTATION ON CLOUD COMPUTING ENVIR...AM Publications
 
A MODEL BASED APPROACH FOR IMPLEMENTING WLAN SECURITY
A MODEL BASED APPROACH FOR IMPLEMENTING WLAN SECURITY A MODEL BASED APPROACH FOR IMPLEMENTING WLAN SECURITY
A MODEL BASED APPROACH FOR IMPLEMENTING WLAN SECURITY AM Publications
 

Mais de AM Publications (20)

DEVELOPMENT OF TODDLER FAMILY CADRE TRAINING BASED ON ANDROID APPLICATIONS IN...
DEVELOPMENT OF TODDLER FAMILY CADRE TRAINING BASED ON ANDROID APPLICATIONS IN...DEVELOPMENT OF TODDLER FAMILY CADRE TRAINING BASED ON ANDROID APPLICATIONS IN...
DEVELOPMENT OF TODDLER FAMILY CADRE TRAINING BASED ON ANDROID APPLICATIONS IN...
 
TESTING OF COMPOSITE ON DROP-WEIGHT IMPACT TESTING AND DAMAGE IDENTIFICATION ...
TESTING OF COMPOSITE ON DROP-WEIGHT IMPACT TESTING AND DAMAGE IDENTIFICATION ...TESTING OF COMPOSITE ON DROP-WEIGHT IMPACT TESTING AND DAMAGE IDENTIFICATION ...
TESTING OF COMPOSITE ON DROP-WEIGHT IMPACT TESTING AND DAMAGE IDENTIFICATION ...
 
THE USE OF FRACTAL GEOMETRY IN TILING MOTIF DESIGN
THE USE OF FRACTAL GEOMETRY IN TILING MOTIF DESIGNTHE USE OF FRACTAL GEOMETRY IN TILING MOTIF DESIGN
THE USE OF FRACTAL GEOMETRY IN TILING MOTIF DESIGN
 
TWO-DIMENSIONAL INVERSION FINITE ELEMENT MODELING OF MAGNETOTELLURIC DATA: CA...
TWO-DIMENSIONAL INVERSION FINITE ELEMENT MODELING OF MAGNETOTELLURIC DATA: CA...TWO-DIMENSIONAL INVERSION FINITE ELEMENT MODELING OF MAGNETOTELLURIC DATA: CA...
TWO-DIMENSIONAL INVERSION FINITE ELEMENT MODELING OF MAGNETOTELLURIC DATA: CA...
 
USING THE GENETIC ALGORITHM TO OPTIMIZE LASER WELDING PARAMETERS FOR MARTENSI...
USING THE GENETIC ALGORITHM TO OPTIMIZE LASER WELDING PARAMETERS FOR MARTENSI...USING THE GENETIC ALGORITHM TO OPTIMIZE LASER WELDING PARAMETERS FOR MARTENSI...
USING THE GENETIC ALGORITHM TO OPTIMIZE LASER WELDING PARAMETERS FOR MARTENSI...
 
ANALYSIS AND DESIGN E-MARKETPLACE FOR MICRO, SMALL AND MEDIUM ENTERPRISES
ANALYSIS AND DESIGN E-MARKETPLACE FOR MICRO, SMALL AND MEDIUM ENTERPRISESANALYSIS AND DESIGN E-MARKETPLACE FOR MICRO, SMALL AND MEDIUM ENTERPRISES
ANALYSIS AND DESIGN E-MARKETPLACE FOR MICRO, SMALL AND MEDIUM ENTERPRISES
 
REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS
REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS
REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS
 
EVALUATE THE STRAIN ENERGY ERROR FOR THE LASER WELD BY THE H-REFINEMENT OF TH...
EVALUATE THE STRAIN ENERGY ERROR FOR THE LASER WELD BY THE H-REFINEMENT OF TH...EVALUATE THE STRAIN ENERGY ERROR FOR THE LASER WELD BY THE H-REFINEMENT OF TH...
EVALUATE THE STRAIN ENERGY ERROR FOR THE LASER WELD BY THE H-REFINEMENT OF TH...
 
HMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITION
HMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITIONHMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITION
HMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITION
 
PEDESTRIAN DETECTION IN LOW RESOLUTION VIDEOS USING A MULTI-FRAME HOG-BASED D...
PEDESTRIAN DETECTION IN LOW RESOLUTION VIDEOS USING A MULTI-FRAME HOG-BASED D...PEDESTRIAN DETECTION IN LOW RESOLUTION VIDEOS USING A MULTI-FRAME HOG-BASED D...
PEDESTRIAN DETECTION IN LOW RESOLUTION VIDEOS USING A MULTI-FRAME HOG-BASED D...
 
INTELLIGENT BLIND STICK
INTELLIGENT BLIND STICKINTELLIGENT BLIND STICK
INTELLIGENT BLIND STICK
 
EFFECT OF SILICON - RUBBER (SR) SHEETS AS AN ALTERNATIVE FILTER ON HIGH AND L...
EFFECT OF SILICON - RUBBER (SR) SHEETS AS AN ALTERNATIVE FILTER ON HIGH AND L...EFFECT OF SILICON - RUBBER (SR) SHEETS AS AN ALTERNATIVE FILTER ON HIGH AND L...
EFFECT OF SILICON - RUBBER (SR) SHEETS AS AN ALTERNATIVE FILTER ON HIGH AND L...
 
UTILIZATION OF IMMUNIZATION SERVICES AMONG CHILDREN UNDER FIVE YEARS OF AGE I...
UTILIZATION OF IMMUNIZATION SERVICES AMONG CHILDREN UNDER FIVE YEARS OF AGE I...UTILIZATION OF IMMUNIZATION SERVICES AMONG CHILDREN UNDER FIVE YEARS OF AGE I...
UTILIZATION OF IMMUNIZATION SERVICES AMONG CHILDREN UNDER FIVE YEARS OF AGE I...
 
REPRESENTATION OF THE BLOCK DATA ENCRYPTION ALGORITHM IN AN ANALYTICAL FORM F...
REPRESENTATION OF THE BLOCK DATA ENCRYPTION ALGORITHM IN AN ANALYTICAL FORM F...REPRESENTATION OF THE BLOCK DATA ENCRYPTION ALGORITHM IN AN ANALYTICAL FORM F...
REPRESENTATION OF THE BLOCK DATA ENCRYPTION ALGORITHM IN AN ANALYTICAL FORM F...
 
OPTICAL CHARACTER RECOGNITION USING RBFNN
OPTICAL CHARACTER RECOGNITION USING RBFNNOPTICAL CHARACTER RECOGNITION USING RBFNN
OPTICAL CHARACTER RECOGNITION USING RBFNN
 
DETECTION OF MOVING OBJECT
DETECTION OF MOVING OBJECTDETECTION OF MOVING OBJECT
DETECTION OF MOVING OBJECT
 
SIMULATION OF ATMOSPHERIC POLLUTANTS DISPERSION IN AN URBAN ENVIRONMENT
SIMULATION OF ATMOSPHERIC POLLUTANTS DISPERSION IN AN URBAN ENVIRONMENTSIMULATION OF ATMOSPHERIC POLLUTANTS DISPERSION IN AN URBAN ENVIRONMENT
SIMULATION OF ATMOSPHERIC POLLUTANTS DISPERSION IN AN URBAN ENVIRONMENT
 
PREPARATION AND EVALUATION OF WOOL KERATIN BASED CHITOSAN NANOFIBERS FOR AIR ...
PREPARATION AND EVALUATION OF WOOL KERATIN BASED CHITOSAN NANOFIBERS FOR AIR ...PREPARATION AND EVALUATION OF WOOL KERATIN BASED CHITOSAN NANOFIBERS FOR AIR ...
PREPARATION AND EVALUATION OF WOOL KERATIN BASED CHITOSAN NANOFIBERS FOR AIR ...
 
ANALYSIS ON LOAD BALANCING ALGORITHMS IMPLEMENTATION ON CLOUD COMPUTING ENVIR...
ANALYSIS ON LOAD BALANCING ALGORITHMS IMPLEMENTATION ON CLOUD COMPUTING ENVIR...ANALYSIS ON LOAD BALANCING ALGORITHMS IMPLEMENTATION ON CLOUD COMPUTING ENVIR...
ANALYSIS ON LOAD BALANCING ALGORITHMS IMPLEMENTATION ON CLOUD COMPUTING ENVIR...
 
A MODEL BASED APPROACH FOR IMPLEMENTING WLAN SECURITY
A MODEL BASED APPROACH FOR IMPLEMENTING WLAN SECURITY A MODEL BASED APPROACH FOR IMPLEMENTING WLAN SECURITY
A MODEL BASED APPROACH FOR IMPLEMENTING WLAN SECURITY
 

Último

An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...Chandu841456
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEroselinkalist12
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...asadnawaz62
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitter8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitterShivangiSharma879191
 
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)Dr SOUNDIRARAJ N
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionDr.Costas Sachpazis
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleAlluxio, Inc.
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxk795866
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfAsst.prof M.Gokilavani
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girlsssuser7cb4ff
 
computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction managementMariconPadriquez1
 
Class 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm SystemClass 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm Systemirfanmechengr
 
Vishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documentsVishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documentsSachinPawar510423
 
Transport layer issues and challenges - Guide
Transport layer issues and challenges - GuideTransport layer issues and challenges - Guide
Transport layer issues and challenges - GuideGOPINATHS437943
 
Electronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfElectronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfme23b1001
 

Último (20)

An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...
 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitter8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitter
 
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at Scale
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptx
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girls
 
computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction management
 
Class 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm SystemClass 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm System
 
Vishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documentsVishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documents
 
Transport layer issues and challenges - Guide
Transport layer issues and challenges - GuideTransport layer issues and challenges - Guide
Transport layer issues and challenges - Guide
 
Electronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfElectronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdf
 

An Overview of Membrane Bioreactors for Anaerobic Treatment of Wastewaters

  • 1. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Volume 1 Issue 7 (August 2014) http://ijirae.com ___________________________________________________________________________________________________________ © 2014, IJIRAE- All Rights Reserved Page -91 An Overview of Membrane Bioreactors for Anaerobic Treatment of Wastewaters J. B. Bornare1 , V. K. Raman2 , V. S. Sapkal1 , R. S. Sapkal1 , Gauri Minde2 , P. V. Sapkal3 1 Department of Chemical Technology, SGB Amravati University, Amravati, India 2 R. D. Aga Research Technology and Innovation centre, Thermax Limited, Pune, India 3 Institute of Chemical Technology, Mumbai, India Abstract: Application of Anaerobic Membrane Bioreactor (AnMBR) for wastewater treatment could be an attractive alternative to recover energy in terms of biogas. In recent years, researchers have shown that AnMBRs can be used to produce methane from synthetic wastewater. Studies were conducted in the laboratory scale anaerobic Membrane Bioreactor for treatment of synthetic wastewater at different organic loading rates, under thermophillic and mesophilic conditions and ranging membrane flux. These AnMBRs performed well for COD and BOD removal from the wastewater, demonstrating the effectiveness of this device for wastewater treatment with COD and BOD removal efficiency above 90%. Results show that the application of anaerobic membrane bioreactors is an efficient way to retain specific bacteria that can be a key for the treatment of wastewaters under extreme conditions. The latter would enable their application to a wide range of industrial processes with the purpose of water recycling. The challenge for future research is finding the optimum operational conditions to control the cake layer formation, enhancing membrane performance and reducing the membrane area requirements. This will increase the economic feasibility of AnMBRs, enabling its full scale application. The performance of the AnMBRs as reported in literature with different substrates, membrane fouling issues and different membrane rector configurations are presented in this paper. Keywords: AnMBR, Membrane fouling, COD, BOD, Anaerobic wastewater treatment. 1. INTRODUCTION: 1.1 Membrane Bioreactor (MBR): Membrane Biological Reactors (MBRs) consist of a biological reactor (so-called bioreactor) with suspended biomass and solids separation by microfiltration or ultrafiltration membranes (pore size ranging from 0.1 to 0.4 µm). These biological reactor systems may be used both with aerobic and anaerobic suspended growth bioreactors to separate treated water from active biomass. The goal of such systems is to combine a bioreactor and a microfiltration as one unit process for wastewater treatment. It could replace, in some cases, the solid separation function of secondary clarification and effluent filtration. The ability to eliminate the secondary clarification and to operate at higher mixed liquor suspended solids concentration provides the following advantages: i. higher volumetric loading rates, so shorter reactor Hydraulic Retention Times (HRT) ii. operation at low Demand in Oxygen (DO) concentrations, potential for simultaneous nitrification-denitrification in long SRT designs iii. longer Solids Retention Times (SRTs) resulting in less sludge production iv. high-quality effluent (low turbidity, bacteria, BOD) v. less space required for wastewater treatment. According to how the membrane is integrated with the bioreactor, two MBR process configurations can be identified: side-stream and submerged (Figure 1). In side-stream MBRs membrane modules are placed outside the reactor, and the reactor mixed liquor circulates over a recirculation loop that contains the membrane. In submerged MBRs, the membranes are placed inside the reactor, submerged in the mixed liquor. Side-stream MBRs involve much higher energy requirements, due to higher operational trans-membrane pressures (TMP) and the elevated volumetric flow required to achieve the desired cross-flow velocity. Indeed, pumping requirements for side-stream aerobic MBRs account for 60 to 80% of the total energy consumption, aeration being only 20 to 40% (Gander et al., 2000). However, side-stream reactors have the advantage that the cleaning operation of membrane modules can be performed more easily in comparison with submerged technology, since membrane extraction from the reactor is needed in the later case. Submerged MBRs involve lower energy needs, but they operate at lower permeate fluxes, since they provide lower levels of membrane surface shear. The latter means higher membrane surface requirements. The selection between submerged and side-stream configurations for aerobic MBRs seems somehow settled, in favour of submerged MBRs. In fact, nowadays, most of the commercial applications are based on the submerged configuration, due to lower associated energy requirements (Judd, 2006).
  • 2. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Volume 1 Issue 7 (August 2014) http://ijirae.com ___________________________________________________________________________________________________________ © 2014, IJIRAE- All Rights Reserved Page -92 Fig.1: Schematic presentation of membrane bioreactors for wastewater treatment 1.2 Anaerobic Membrane Bioreactor (AnMBR): Biomass retention is a necessary feature for high rate anaerobic treatment of wastewaters, due to low growth rate of anaerobic microorganisms. Granule and biofilm formation represents the traditional way to achieve the necessary biomass retention, enabling bioreactors operation at high biomass concentrations, and therefore at high organic loading rates. However, several conditions have been identified where biofilm and granule formation does not proceed well, such as high salinity (Jeison et al. 2008) and thermophilic temperatures. In those situations where biofilm or granule formation is expected to be affected, membrane assisted physical separations can be used to achieve the essential sludge retention. Membrane bioreactors (MBR) ensure biomass retention by the application of micro or ultrafiltration processes. This allows complete biomass retention and operation at high sludge concentrations (Judd, 2006). The major drawback of MBR technology is related with membrane costs and fouling. Even though membrane prices have experienced an important decrease during the last decade (Judd, 2006), membranes still represent an important cost for the full scale application of anaerobic membrane bioreactors. 2. History: However, anaerobic degradation is a slow process at low temperatures and heating of the wastewater is uneconomical, particularly if the wastewater contains little carbon which therefore means only little energy can be recovered in the process. Previous investigations on anaerobic treatment of municipal and industrial wastewater, showed disappointing results in terms of biogas production, particularly if the wastewater contained little COD and/or the temperature was low (< 20 0 C). Little methane gas is released from the water, even if the anaerobic degradation process worked well. Much of the methane remains dissolved in the effluent and escapes into the atmosphere under uncontrolled conditions, e.g. from the receiving water or when applied onto agricultural land. For this reason anaerobic wastewater treatment cannot generally claim to be a sustainable technology. Released methane (CH4) has a greenhouse potential that is twenty-one times higher than that of CO2. 3. Biological performance of AnMBR: Several laboratory scale experiments by different scientists treating synthetic, municipal and domestic wastewater were applied to investigate the performance of an anaerobic MBR. Yan Qiu Zhang et al. (2007) studied that the AnMBR exhibited high performance in removing carbon, nitrogen and phosphorous simultaneously. Under the favorable operational conditions the removal efficiencies of COD, total Nitrogen (TN) and total phosphorus (TP) were achieved at 93%, 67.4% and 94.1% respectively. Bailey et al. (1994) studied upflow anaerobic sludge bed reactor performance using cross-flow microfiltration and reported the COD removal to 99%, with high effluent quality (0.050gm/lit.). Baty et al. (1996) studied the optimal operating condition of AnMBR and reported that the performance of the biological component of the system depended mainly on the mass loading while that was the separative part was influenced only by physical parameters such as pressure, cross flow velocity and suspended solids concentration. Tables 1 present several literatures about the application of AnMBRs for the treatment of wastes, and information regarding the biological performance using various parameters viz. temperature, mixed liquor suspended solids (MLSS) and organic loading rate (OLR) of the AnMBR. AnMBRs are expected to provide more efficient digestion, higher methane production, and better effluent quality, and can be smaller in size than conventional anaerobic digesters. These advantages, together with increased stringency in waste disposal for animal production facilities, have led to pilot scale testing of AnMBRs to treat swine waste (du Preez et al., 2005; Lee et al., 2001). The main challenge for AnMBRs has been fouling of membrane units.
  • 3. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Volume 1 Issue 7 (August 2014) http://ijirae.com ___________________________________________________________________________________________________________ © 2014, IJIRAE- All Rights Reserved Page -93 Table 1: Biological performance of AnMBR for wastewater treatment Source Wastewater Volume (Lit.) Tempe- rature (0 C) MLSS (g TSS/L) OLR (g COD/L.d) Removal (%) Aquino et al., 2006 Meat extract and Peptone 3 35 2.6 1.8 96 Fuchs et al., 2003 Acetic Acid 7 30 20-25 20 90 Fakhru'l-Razi et al. 1999 Palm oil mill 50 35 50-57 14.2 – 21.7 91.7-94.2 He et al., 2005 Food industry 400 37 6 -8 4.5 81-94 Wen et al., 1999 Sewage 18 24-35 16-22 0.4-11 60-95 Padmasiri et al., 2007 Swine manure 6 37 20- 40 1 - 3 - Kang et al., 2002 Alcohol fermentation 5 55 2 3-3.5 90-95 High fluid flow velocities resulting in high shear rates at the surface of the membrane can be used in AnMBRs with external membrane units to help reduce membrane fouling caused by adhesion of biomass and colloidal organic matter to the membrane surface (Stephenson et al., 2000). However, the digestion efficiency in AnMBRs may be negatively affected by exposure of biomass to high shear conditions. 4. Membrane fouling and flux characteristics: Fouling is the undesirable accumulation of microorganisms on the membrane. It causes lower efficiency and higher operating costs because the flux of treated water gradually decreases as more microorganisms accumulate on the membrane and block the flow. Membrane fouling limits the widespread use of membrane separation technology for wastewater treatment due to the increase in operating costs associated with routine membrane cleaning and environmental hazards related to this membrane cleaning. Therefore, minimization in fouling is very important in the research on AnMBR. Several studies have shown that membrane properties have also significant influence on flux decline and membrane biofouling. Negatively charged membranes can have a less permeate flux decline than neutral or positively charged membranes in the AnMBR because of the stronger electrostatic repulsion between negatively charged membrane surface and colloids. Kang et al. (2002) compared the filtration characteristics of an organic membrane (hydrophobic polypropylene) and a zirconia-skinned inorganic membrane in an AnMBR. Membranes themselves represent a relevant capital cost, so everything that can reduce their lifetime or the applied flux will directly affect the economic feasibility of the process. Moreover, membrane cleaning activities directly affect reactor operation due to the need for process interruptions. The flux reduction phenomenon is usually analysed in terms of filtration resistances. The flux through the membrane is a function of the TMP, the permeate viscosity (η) and the total resistance (RT) (Judd, 2006): J = TMP / η⋅RT in which J represents the applied flux. The total resistance can be divided in several partial resistances: RT = RM + RC + RF + RCP where RM is the membrane resistance, RC is the resistance due to cake layer formation over the membrane, RF is the resistance due to membrane fouling linked to pore blocking and adsorption and RCP is the resistance originated from the formation of the condensation polarization layer.
  • 4. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Volume 1 Issue 7 (August 2014) http://ijirae.com ___________________________________________________________________________________________________________ © 2014, IJIRAE- All Rights Reserved Page -94 Fig. 2: Partial filtration resistances during membrane filtration. Mainly two categories of factors affecting applicable flux in the operation of AnMBR are identified which are membrane material and pore size and operational conditions. 4.1 Operational conditions: Hall et al. (2006) studied different parameters governing permeate flux in an anaerobic membrane bioreactor, and concluded that the operating parameters that affect permeate flux in an external membrane system are transmembrane pressure (TMP) and cross-flow velocity. The operating parameters that affect permeate flux in a submerged membrane system are TMP, sparging intensity and the duration of the relaxation period. An increase in the cross-flow velocity usually results in an increase of the applicable flux (Wisniewski et al., 2000). However high cross-flow velocities can induce a decrease in particle size distribution, increase the chances for particle deposition. Gas sparging is the most common way to provide high shear conditions in submerged MBRs. In AnMBRs biogas can be recirculated in order to achieve a similar effect. However, very few studies dealing with gas sparged submerged AnMBRs are available. Kayawake et al. (1991) reported the beneficial effect of biogas sparging on a submerged membrane during the anaerobic digestion of heat-treated sewage sludge. Hu and Stuckey (2006) studied the application of a submerged AnMBRs for the treatment of a diluted wastewater. Imasaka et al. (1989) studied the application of gas slug flow in ceramic membranes, using nitrogen gas. He observed increasing permeate fluxes, at higher gas flow rates. Due to high biomass concentrations of anaerobic reactors, cake formation is likely to represent a major cause of flux decline. Jeison et al. (2006) studied the effect of biomass concentration and level of gas sparging on the hydraulic capacity in a submerged anaerobic membrane bioreactor and both parameters significantly affected the hydraulic capacity, with biomass exerting the most pronounced effect. The AnMBR system contains a variety of biosolids such as microbial cells, soluble and insoluble metabolites, and organic and inorganic colloids. The initial and gradual rise in transmembrane pressure (TMP) was caused by the deposition of extra-cellular polymeric substances (EPS), and membrane autopsy revealed significant and an uneven distribution of fouling by EPS (Cho and Fane, 2002). Meanwhile, the inorganic precipitate generated during anaerobic digestion could play an important role in the consolidation of biomass cakes on membrane surface and this resulted in severe membrane fouling (Choo and Lee, 1996). The continuous size reduction of biosolids was found to result in an exponential flux decline at the initial stage of membrane fouling (Choo and Lee, 1998). 4.2 Membrane material and pore size: When selecting the type of membrane to be used in an AnMBR, two main decisions have to be made: materials and pore size. Indeed, surface modification of hydrophobic polymeric membranes by grafting more hydrophilic polymers can reduce fouling and improve flux (Sainbayar et al., 2001). Membrane material may also determine the applicable fluxes. Kang et al. (2002) compared the filtration characteristics of organic and inorganic membranes, observing that flux was determined by internal fouling in inorganic membranes and the formation of a cake layer over the organic membrane. Table 2 presents the membrane performances attained by the different researchers during the study on an anaerobic membrane bioreactor. Membrane fouling was evaluated by Zhang et al. (2007) in a side stream anaerobic membrane bioreactor consisting of tubular polyether sulphone ultrafiltration membrane and observed that membrane fouling was dominated by a loosely attached fouling layer, which could be removed by flushing the tubular membrane. Equilibrium calculations and scanning electron microscopy with energy dispersive spectroscopy demonstrated that inorganic precipitation contributed to fouling of the membrane surface and in the membrane pores. Vallero et al. (2005) observed that sulfate-reducing submerged AnMBRs could be operated over extended periods of
  • 5. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Volume 1 Issue 7 (August 2014) http://ijirae.com ___________________________________________________________________________________________________________ © 2014, IJIRAE- All Rights Reserved Page -95 time without chemical cleaning of the membranes at a certain fixed flux if this flux was substantially below the nominal critical flux determined experimentally. Intermittent operation as well as back flush of the membranes was shown to slow the fouling in the membranes. Table 2: Membrane performance of AnMBRs for wastewater treatment Source Wastewater Configuration Pore size or MWCO TMP (bar) Cross- flow velocity (m/s) Final or mean flux (l/m2 .h) Aquino et al., 2006 Meat extract & Peptone submerged 0.4 µ m 0.15 0.23 - 10-20 Cadi et al., 1994 Starch side-stream 0.2 µ m 0.4 0.8 2 -2.5 4 - 14 Zitomer et al., 2005) Cow manure side-stream 0.2 µ m - 3.3 40-80 Ghyoot et al., 1997 Primary sludge side-stream 60 kDa 2 4.5 120 Kang et al., 2002 Alcohol fermentation side-stream 0.2 µ m 0.6 3 115 He et al., 2005 Food industry side-stream 20-70 kDa 2 1-1.1 10-30 Fuchs et al., 2003 Acetic acid Vegetable processing Slaughter-house side-stream 0.2 µ m - 2-3 5-10 5. Spectrum of applications: Application of AnMBRs is most likely restricted to conditions or applications where granular sludge technology may or will experience problems. This likely is the case when extreme conditions prevail, such as high temperatures and high salinity, since, as already mentioned, biofilm and granule formation can be severely affected. Following the current trend of increasing water use efficiency and closing industrial process water cycles, these extreme conditions are likely to become more common in the future. The literature shows that the application of AnMBRs has been studied so far for a wide variety of wastewaters: sewage, food processing wastewaters, industrial wastewaters, high solids wastewaters. However, the application of membrane filtration to anaerobic digestion processes is still in its developing stage. This is evidenced by an almost complete lack of full scale applications (Liao et al., 2006). Moreover, many researches have applied only low or moderate biomass concentrations, achieving low volumetric organic loading rates. In their review Liao et al. (2006) refer to the potential applications of AnMBRs. According to them, minimal opportunities for AnMBR application exists for the treatment of high-strength soluble wastewaters, since granular technologies already provide a reliable treatment of these wastes. On the contrary, high-strength particulate wastewaters offer extensive opportunities for the application of AnMBRs, due to its complete solids retention. At present, anaerobic high-rate technology is worldwide applied to a range of very different kinds of wastewaters, mostly coming from food processing industries (van Lier, 2007). These wastewaters are generally characterized as moderately concentrated, with a relatively high to high biodegradability. However, many wastewaters occur which have characteristics that limit the stable formation of microbial aggregates, e.g. wastewaters with high salt concentrations, extreme temperatures, chelating organic compounds, specific surfactants, etc. It is expected that the quantity of such types of extreme wastewaters will increase in the near future, owing to reduction in industrial water consumption and the general strategy towards industrial water loop closure. For such conditions, membrane enhanced biomass retention represents an alternative way to concentrate active biomass in anaerobic wastewater treatment systems. Even though it represents a highly efficient way for biomass retention, it inevitably involves higher operational and investment costs, compared to granular sludge based or biofilm based technologies. Obviously, membrane bioreactors (MBR) feasibility under anaerobic conditions will most likely be determined by the techno-economic benefits that the membrane enhanced biomass retention can provide. Anaerobic MBR systems could be of particular interest for the treatment of the above-mentioned extreme wastewaters that hamper satisfactory biofilm formation, while stable long term operation of granular sludge bed or biofilm based technologies treating such wastewaters is questionable. The treatment of wastewaters presenting high concentrations of organic solids could also greatly benefit from the total solids retention, since no solids wash-out from the reactor is possible. Other challenges include the accumulation of specific bacteria required for the conversion of
  • 6. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Volume 1 Issue 7 (August 2014) http://ijirae.com ___________________________________________________________________________________________________________ © 2014, IJIRAE- All Rights Reserved Page -96 recalcitrant and slowly biodegradable compounds and the combination of MBR technologies with other membrane post-treatment systems, avoiding the generally applied aerobic post-treatment step. Considering the ongoing trends in industries to reduce specific water consumption, and thereby drastically changing the process water characteristics, MBR application opportunities are expected to grow in the future. The application of AnMBR for the treatment of low strength wastewater may come out as a future opportunity. However, it must be realised that during the treatment of dilute wastewaters, hydraulic retention time will be low, requiring a high permeate flow, and thus a high permeate flux or a high membrane area. 6. Economic feasibility: The techno-economic feasibility of an AnMBR is not yet focused thoroughly, however the energy usage for fouling control, thermal energy usage in the process, energy recovered in terms of biogas and the membrane cost are the dominating factors and should be considered while studying the economic feasibility of the AnMBR technology. The challenge facing AnMBR is the energy usage associated. The discussed fouling issues are intertwined with energy usage because the various ways to reduce fouling will most likely consume energy. Unfortunately, there are trade-offs between performance and energy usage. Generally, the net energy cost of AnMBR is equal to the thermal energy required by the process plus other operational energy cost minus the energy gained from the methane produced, which may be reused to offset the energy requirement. The thermal energy is the sum of the energy required to heat the wastewater up to the digester operating temperature and the energy needed to replace reactor heat losses to the environment. These heat losses account for less than 10% of total energy requirements. Other sources of operational energy cost include the pumps and blowers for sparging, backflow or other cleaning processes. The application of membrane separation processes to anaerobic digestion for wastewater treatment involves additional costs. The most important ones are those related with the membranes themselves and the cost of the energy required for gas sparging. The costs of Membrane acquisition and replacement (per unit of permeate), depends on the membrane price (per unit area), the applied flux and the membrane lifetime, and can be evaluated as follows: Membrane costs = Membrane Price / (Flux . Membrane lifetime) An energy requirement for gas sparging depends on the applied gas superficial velocity, membrane packing, and hydrostatic head. 7. Conclusion: This article presents an overview of the current state of research on the use of membrane filtration for the anaerobic treatment of wastewater. The recovery of energy in terms of biogas and recycling of high quality water is possible using an anaerobic membrane bioreactor, however selection of right kind of membrane material, proper pore size, suitable configuration and controlled operating conditions are very important. Further controlled studies required to develop a viable and economical technology include the following areas:  Pretreatment effect on transmembrane flux, reversible and irreversible fouling, cleaning frequency, chemical requirements, permeate quality.  Correlation between system performance (flux, fouling rate, concentrate characteristics, and permeate quality), and operating parameters (pressure, temperature, and membrane material, selectivity, and surface charge).  Identification of the predominant types of fouling (organic, inorganic, biological) and the elaboration of cleaning strategies.  Control of cake layer thickness is of special importance, in order to keep TMP at moderate levels. Consequently, further fine- tuning of the proposed technology involves looking for conditions that can control cake layer formation.  Study of the physical properties of anaerobic flocs developed in AnMBRs that result in a high specific cake resistance would be also of great interest.  Investigations should be focused on the optimization of operation mode according to different influent quality and on the effect of extra-cellular polymeric substances on the membrane fouling in an AnMBR system.  Techno-economic feasibility of AnMBR applied for the treatment of different wastewater should be studied thoroughly. References: 1. JEISON, David and VAN LIER, Jules B., 2008. Anaerobic digestion and membrane filtration: A one night stand or a sustainable relationship? Water Science and Technology. 57 (4), 527-532. 2. JEISON, David; DEL RIO, Alberto and VAN LIER, Jules B., 2008. Impact of high saline wastewaters on anaerobic granular sludge functionalities. Water Science and Technology. 57 (6), 815-819. 3. JUDD, Simon. The MBR book. Oxford, Elsevier, 2006. 325 p. ISBN 1-85-617481-6.
  • 7. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Volume 1 Issue 7 (August 2014) http://ijirae.com ___________________________________________________________________________________________________________ © 2014, IJIRAE- All Rights Reserved Page -97 4. DU Preez, J., Norddahl, B., Christensen, K., 2005. The BIOREKs concept: a hybrid membrane bioreactor concept for very strong wastewater. Desalination 183 (1–3), 407–415. 5. Lee, S.M., Jung, J.Y., Chung, Y.C., 2001. Novel method for enhancing permeate flux of submerged membrane system in two- phase anaerobic reactor. Water Res. 35 (2), 471–477. 6. Stephenson, K.B., Jud, S., Jefferson, B., 2000. Membrane Bioreactors for Wastewater Treatment. IWA Publishing, London. 7. Kang, I.-J., Yoon, S.-H., Lee, C.-H., 2002. Comparison of the filtration characteristics of organic and inorganic membranes in a membrane-coupled anaerobic bioreactor. Water Res. 36, 1803–1813. 8. Bailey A. D., Hansford G. S., Dolod P. L., 1994. The enhancement of upflow anaerobic sludge bed reactor performance using crossflow microfiltration. Water Res. 28 (2) 291-295. 9. BEAUBIEN A., Baty M., Jeannot F., Francoeur E., Manem J., 1996. Design and operation of anaerobic membrane bioreactors: development of a filtration testing strategy. Journal of Membrane Sci., 109 (2), 173-184. 10. Aquino, S.F., Hu, A.Y., Akram, A. and Stuckey, D.C., 2006. Characterization of dissolved compounds in submerged anaerobic membrane bioreactors (SAMBRs). Journal of Chemical Technology and Biotechnology. 81(12), 1894-1904. 11. Fuchs, W., Binder, H., Mavrias, G. and Braun, R., 2003. Anaerobic treatment of wastewater with high organic content using a stirred tank reactor coupled with a membrane filtration unit. Water Research. 37(4), 902-908. 12. Fakhru'l-Razi, A. and Noor, M.J.M.M., 1999. Treatment of palm oil mill effluent (POME) with the Membrane Anaerobic System (MAS). Water Science and Technology. 39(10- 11), 159-163. 13. Gander, M., Jefferson, B. and Judd, S., 2000. Aerobic MBRs for domestic wastewater treatment: a review with cost considerations. Separation and Purification Technology. 18(2), 119-130. 14. J. Zhang, S.I. Padmasiri, M. Fitch, B. Norddahl, L. Raskin, E. Morgenroth, 2007. Influence of cleaning frequency and membrane history on fouling in an anaerobic membrane bioreactor. Desalination. 207 (2007), 153–166. 15. Berube P. R., Hall E. R., Sutton P. M., 2006. Parameters governing permeate flux in an anaerobic membrane bioreactor treating low strength municipal wastewaters: a literature review. Water Environment Research. 78 (2), 887-896. 16. D. Jeison, J.B. van Lier 2006. Bio-layer management in anaerobic membrane bioreactors for wastewater treatment. Water Science & Technology. 54 (2), 81–86. 17. Wisniewski, C., Grasmick, A. and Cruz, A.L., 2000. Critical particle size in membrane bioreactors - Case of a denitrifying bacterial suspension. Journal of Membrane Science. 178(1-2), 141-150. 18. Kayawake, E., Narukami, Y. and Yamagata, M., 1991. Anaerobic-Digestion by a Ceramic Membrane Enclosed Reactor. Journal of Fermentation and Bioengineering. 71 (2), 122- 125. 19. Imasaka, T., Kanekuni, N., So, H. and Yoshino, S., 1989. Cross-Flow Filtration of Methane Fermentation Broth by Ceramic Membranes. Journal of Fermentation and Bioengineering. 68 (3), 200-206. 20. Sainbayar, A., Kim, J.S., Jung, W.J., Lee, Y.S. and Lee, C.H., 2001. Application of surface modified polypropylene membranes to an anaerobic membrane bioreactor. Environmental Technology. 22 (9), 1035-1042. 21. Vallero, M.V.G., Lettinga, G., Lens, P.N.L., 2005. High rate sulfate reduction in a submerged anaerobic membrane bioreactor (SAMBaR) at high salinity. J. Memb. Sci. 253 (1–2), 217–232. 22. Cadi, Z., Huyard, H., Manem, J. and Moletta, R., 1994. Anaerobic-Digestion of A Synthetic Waste-Water Containing Starch by A Membrane Reactor. Environmental Technology. 15 (11), 1029-1039. 23. Zitomer, D.H., Bachman, T.C. and Vogel, D.S., 2005. Thermophilic anaerobic digester with ultrafilter for solids stabilization. Water Science and Technology. 52 (1-2), 525-530. 24. Ghyoot, W.R. and Verstraete, W.H., 1997. Coupling membrane filtration to anaerobic primary sludge digestion. Environmental Technology. 18 (6), 569-580. 25. Liao, B.Q., Kraemer, J.T. and Bagley, D.M., 2006. Anaerobic membrane bioreactors: Applications and research directions. Critical Reviews in Environmental Science and Technology. 36 (6), 489-530. 26. Cho, B.D., Fane, A.G., 2002. Fouling transients in nominally sub-critical flux operation of a membrane bioreactor. J. Memb. Sci. 209, 391–403. 27. Choo, K.-H., Lee, C.-H., 1996. Membrane fouling mechanisms in the membrane-coupled anaerobic bioreactor. Water Res. 30, 1771–1780. 28. Choo, K-H., Lee, C.-H., 1998. Hydrodynamic behavior of anaerobic biosolids during crossflow filtration in the membrane anaerobic bioreactor. Water Res. 32 (11), 3387– 3397. 29. Van Lier, J.B., 2007. Current and future trends in anaerobic digestion: diversifying from waste (water) treatment to resource oriented conversion techniques. 11th IWA International Conference on Anaerobic Digestion, Brisbane, Australia.