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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1249
WAREHOUSE MANAGEMENT USING IOT
Mohammed Khaleeluddin.N1, Pratap.K2, Vineeth.K3, Mrs. Maheswari. M4
1,2,3 Students, B.E. Computer Science and Engineering, Anand Institute of Higher Technology, Chennai, India
4Assistant Professor, Department of Computer Science, Anand Institute of Higher Technology
Chennai, India
----------------------------------------------------------------------------***-----------------------------------------------------------------------------
Abstract— The Internet of Things is the concept of
connecting any device to the Internet and to other connected
devices. The IoT is a giant network of connected things and
people all of which collect and share data about the way they
are used and about the environment around them. That
includes an extraordinary number of objects of all shapes and
sizes from smart microwaves, which automatically cook your
food for the right length of time, to self-driving cars, whose
complex sensors detect objects in their path, to
wearable fitness devices that measure your heart rateandthe
number of steps you’ve taken that day, then use that
information to suggest exercise plans tailored to you. In
Agricultural field, the warehouse for storing the agricultural
products has to be maintained manually. The manual work
involves the detecting of the temperature and moisture
constantly which a normal human being finds it difficult to
measure for a longer period of time. Also in the case of
emergency situations like earthquake and fire,someonehasto
alert the police station, fire station, hospital etc. IoT
implementation in agriculatural field helps in various ways.
Instead of manually measuring the environmental factors, a
specialized sensors are used to monitor them continuously.
Also the alerts are sent to the safety and emergency
departments automatically by the IoT device. Thus the overall
process is improved to a vast extent with the help of IoT
systems.
Keywords— IoT (Internet of Things), sensors,
warehouse.
Introduction:
The Internet of things (IoT) is the network of physical
devices, vehicles,homeappliancesandotheritemsembedded
with electronics, software, sensors, actuators, and network
connectivity which enables these objects to connect and
exchange data. Each thing isuniquely identifiablethroughits
embedded computing system but is able to inter-operate
within the existing Internet infrastructure. Experts estimate
that the IoTwillconsist of about 30 billionobjectsby 2020.It
is also estimated that the global market value of IoT will
reach $7.1 trillion by 2020. The IoT allows objects to be
sensed or controlled remotely across existing network
infrastructure, creating opportunities for more direct
integration of the physical world into computer-based
systems, and resulting in improved efficiency, accuracy and
economic benefit in additiontoreducedhumanintervention.
When IoT is augmented with sensors and actuators, the
technology becomes an instance of the more general class of
cyber-physical systems, which also encompasses
technologiessuch assmart grids, virtual power plants,smart
homes, intelligent transportation and smart cities.
The Internet of Things (IoT) has the capability
to transform the world we live in; more-efficient industries,
connected cars, and smarter cities are all components of the
IoT equation. However, the applicationof technologylikeIoT
in agriculture could have the greatest impact. The global
population is set to touch 9.6 billion by 2050. So, to feed this
much population, the farming industry must embrace IoT.
Against the challenges such as extreme weather conditions
and rising climate change, and environmental impact
resulting from intensive farming practices, the demand for
more food has to be met. Smart farming based on IoT
technologies will enable growers and farmers to reduce
waste and enhance productivityranging from the quantityof
fertilizerutilizedtothe numberof journeysthe farmvehicles
have made. So, what is smart farming? Smart farming is a
capital-intensive and hi-tech system of growing food cleanly
and sustainable forthemasses. It istheapplicationofmodern
ICT (Information and Communication Technologies) into
agriculture. In IoT-based smart farming, a system is built for
monitoring the crop field with the help of sensors (light,
humidity, temperature, soil moisture, etc.) and automating
the irrigation system. The farmers can monitor the field
conditions from anywhere. IoT-basedsmartfarmingishighly
efficient when compared with the conventional approach.
The applications of IoT-based smart farming not only target
conventional, large farming operations,butcouldalsobenew
levers to uplift other growing or common trends in
agricultural likeorganic farming, family farming (complexor
small spaces, particular cattle and/or cultures, preservation
of particular or high quality varieties etc.), and enhance
highly transparent farming. In termsofenvironmentalissues,
IoT-based smart farming can providegreatbenefitsincluding
more efficient water usage, or optimization of inputs and
treatments. Now, let’s discuss the major applications of IoT-
based smart farming that are revolutionizing agriculture.
Related work:
Partha Pratim Ray, Mithun Mukherjee and Lei Shu [1]
presented a survey of Internet of Things for Disaster
Management: State-of-the-Art and Prospects This article
summarizesthe available IoT-basedtechnologiesfordisaster
management and their suitability to applyintothedisastrous
situations. Also, this survey presents some of the open
research challenges and fundamental design principles for
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1250
IoT-based disaster management systems. In summary, the
aim of this study is to provide fundamentalsabout IoT-based
disaster management systems that help us to understand
past research contributions and future research direction to
solve different challenges disaster management systems.
Prasenjit Maiti, Bibhudatta Sahoo, Ashok Kumar Turuk,
Suchismita Satpathy [2] This paper defines a data collection
architecture supporting thephysicaldimensionof sensorsto
the storage of data in a cloud-based service. Alessio
Carullo,Simone Corbellini, Marco Parvis [3] This paper deals
with a wireless sensor network thatwasspecificallydesigned
to monitor temperature-sensitive products during their
distribution with the aim of conforming to the cold-chain
assurance requirements.EmilioSardiniandMauroSerpelloni
[4] This paper outlines a self-powered sensor that, without
any battery, autonomouslyperformsthemeasuringfunctions
and transmits data to an external receiving unit. A.Kumar,
K.Kamal, M.O.Arshad, S.Mathavan, T.Vadamala [5] The Paper
presents a smart system that uses a low cost soil moisture
sensor to control water supply in water deficient areas.
PROPOSED SYSTEM:
The proposed system uses a (DHT11,FLAME DETECTOR
and ADXL335) sensors to measure the temperature ,
moisture ,fire and earthquake inside the warehouse and
dynamically updates the collected data to the database. Also
some sensors are used to detect the earthquake vibrations
and fire. GSM technology is used to send alerts through SMS.
The system sends alert messages as soon as the disaster
happens, so the recovery process is initiated soon. This
system will save the Warehouse commodities from loss of
commodities. It greatly saves the man time by maintaining
everything automatically by itself. The environmentalfactors
are measured and monitored constantly thus the accuracy is
highlymaintained. It also benefits in sendingalertsassoonas
the disaster happens so the preventive measures can be
taken earlier.
SYSTEM DESIGN:
The Overall System design includes the workflow of the
whole process. Arduino Controller, GSM module,
Temperature and Humidity sensors. The systemislowcost&
low power consuming so that anybody can affordit. Thedata
monitored is collected at the mobile phone. The system
should be designedin such a waythat evenilliteratevillagers
can operate it.
Fig-1:Proposed system design
The fig-1 represents a overall proposed design of the
system. Initially the respective sensors gather the required
data from the warehouse environment by sensing for
temperature, humidity, flame and earthquake. The sensors
are integrated intothe Arduino UNO R3 andthedataisstored
in the database. In order to continuously monitor the
warehouse environment, the database is essential so the
warehouse officials could take a look at the status of the
warehouse with the help of the monitoring system. A GSM
module isused to send alertsdirectly to the mobilephonesin
case of emergency to the warehouse officials, police station,
fire station and hospital.
Module implementation:
The implementation and activities of the modules of the
system are illustrated and explained below.
(A )Sensing environment:
The sensing environment involves the sensing of
temperature & humidity and detection of flame &
earthquake.
For measuring the temperature & humidity,DHT11sensoris
used. It consists of a humidity sensing component, a NTC
temperature sensor (or thermistor) and an IC on the back
side of the sensor. For measuring humidity they use the
humidity sensing component which hastwo electrodeswith
moisture holding substrate between them. So as the
humidity changes, the conductivity of the substrate changes
or the resistance between these electrodes changes. This
change in resistance is measured and processed by the IC
which makesit ready to be read by a microcontroller. Onthe
other hand, for measuring temperature these sensors use a
NTC temperature sensor or a thermistor. The fire and
earthquake is detected by using the IR flame detection
sensor and ADXL335 accelerometer respectively. The flame
sensor is very sensitive to IR wavelength at 760 nm ~ 1100
nm light. ADXL335 is a small, thin, low power, complete 3-
axis accelerometer with signal conditioned voltage outputs.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1251
The product measures acceleration with a minimum full-
scale range of ±3 g.
(B)Data collection and management:
The data is collected and managed by Arduino UNO R3,
microcontroller. The gathered data from the sensing
environment is synchronized to the database server and
monitored. The data can be viewed through the monitoring
system that has access to the same database. A GSM modem
is used to send alerts through SMS in case of emergency.The
Arduino board is configured in such a way that the alerts are
sent as soon as the disaster happens (i.e., The alert message
is sent from Arduino board by using the GSM modem which
doesn't a database to synchronize).
CONCLUSION:
The system with the help of (DHT11,FLAME DETECTORand
ADXL335 ) Sensors and IOT technology detects the causes
for the problem and preventivemeasures are taken.Alsothe
constant monitoring of the warehouse is made possible, so
the warehouse officials can be completely aware of things
happening inside the warehouse. Also the emergency alerts
are sent in a very fast manner so the preventive measures
can be taken at next moment after the incident is happened.
FUTURE ENHANCEMENTS:
At present the system can sense environment only by use of
individual sensors for specific conditions. But in the future it
will get improved to level that all the environmental factors
can be detected by single sensor and also the preventive
measures can be taken without man power.
REFERENCES:
[1] Partha Pratim Ray, Mithun Mukherjee, (Member,IEEE),
and Lei Shu, (Senior Member,IEEE), “Internet of Things
for Disaster Management: State-of-the-Art and
Prospects”, Institute of Electrical and Electronic
Engineers(IEEE), September 2017.
[2] Prasenjit Maiti, Bibhudatta Sahoo, Ashok Kumar Turuk,
Suchismita Satpathy, “Sensors Data Collection
Architecture in the Internet of Mobile Things as a
Service(IoMTaaS) Platform”.
[3] Alessio Carullo,Simone Corbellini, Marco Parvis, “A
Wireless Sensor Network for Cold-Chain Monitoring”,
IEEE Transactions on Instrumentation and
measurement Vol58, No 5 May 2009.
[4] Emilio Sardini and Mauro Serpelloni, “Self-Powered
Wireless Sensor for Air Temperature and Velocity
Measurements with Energy HarvestingCapability”,IEEE
Transactions on Instrumentation and measurement,
VOL.60.5, May 2011.
[5] A.Kumar, K.Kamal, M.O.Arshad, S.Mathavan,
T.Vadamala,” Smart irrigation using Low-Cost Moisture
Sensors and Xebec-based Communication”, IEEE 2014
Global Humanitarian Technology Conference.
[6] W.A.Jury and H.J.Vaux, “The emerging global water
crisis:Managing scarcity and conflict between water
users,” Adv. Agronomy, vol.95, pp.1-76, Sep. 2007.
[7] X.Wang, W.Yang, A.Wheaton, N.Cooley, and B.Moran,
“Efficient registration of optical and IR images for
automatic plant water stress assessment,” Comput.
Electron. Agricult., vol. 74, no. 2, pp. 230-237,Nov.2010.
[8] G.Yuan, Y.Luo, X.Sun, and D. Tang, “Evaluation of a crop
water stress index for detecting water stress in winter
wheat in the North China plain,”Agricult. Water Manag.,
vol. 64, no. 1, pp. 29-40, Jan. 2004.
[9] S.B.Isdo, R.D.Jackson,P.J.Pinter,Jr.,R.J.Reginato, and
J.L.Hatfield,”Normalizing the stress-degree-day
parameter for environmental variability,” Agricult.
Meteorol., vol. 24, pp. 45-55,Jan. 1981
[10] K.S.Nemali and M.W.Van Iersel, “An automated system
for controlling dought stress and irrigation in potted
plants,”Sci. Horticult.,vol. 110,no.3,pp. 292-297, Nov.
2006.

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IRJET- Warehouse Management using Iot

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1249 WAREHOUSE MANAGEMENT USING IOT Mohammed Khaleeluddin.N1, Pratap.K2, Vineeth.K3, Mrs. Maheswari. M4 1,2,3 Students, B.E. Computer Science and Engineering, Anand Institute of Higher Technology, Chennai, India 4Assistant Professor, Department of Computer Science, Anand Institute of Higher Technology Chennai, India ----------------------------------------------------------------------------***----------------------------------------------------------------------------- Abstract— The Internet of Things is the concept of connecting any device to the Internet and to other connected devices. The IoT is a giant network of connected things and people all of which collect and share data about the way they are used and about the environment around them. That includes an extraordinary number of objects of all shapes and sizes from smart microwaves, which automatically cook your food for the right length of time, to self-driving cars, whose complex sensors detect objects in their path, to wearable fitness devices that measure your heart rateandthe number of steps you’ve taken that day, then use that information to suggest exercise plans tailored to you. In Agricultural field, the warehouse for storing the agricultural products has to be maintained manually. The manual work involves the detecting of the temperature and moisture constantly which a normal human being finds it difficult to measure for a longer period of time. Also in the case of emergency situations like earthquake and fire,someonehasto alert the police station, fire station, hospital etc. IoT implementation in agriculatural field helps in various ways. Instead of manually measuring the environmental factors, a specialized sensors are used to monitor them continuously. Also the alerts are sent to the safety and emergency departments automatically by the IoT device. Thus the overall process is improved to a vast extent with the help of IoT systems. Keywords— IoT (Internet of Things), sensors, warehouse. Introduction: The Internet of things (IoT) is the network of physical devices, vehicles,homeappliancesandotheritemsembedded with electronics, software, sensors, actuators, and network connectivity which enables these objects to connect and exchange data. Each thing isuniquely identifiablethroughits embedded computing system but is able to inter-operate within the existing Internet infrastructure. Experts estimate that the IoTwillconsist of about 30 billionobjectsby 2020.It is also estimated that the global market value of IoT will reach $7.1 trillion by 2020. The IoT allows objects to be sensed or controlled remotely across existing network infrastructure, creating opportunities for more direct integration of the physical world into computer-based systems, and resulting in improved efficiency, accuracy and economic benefit in additiontoreducedhumanintervention. When IoT is augmented with sensors and actuators, the technology becomes an instance of the more general class of cyber-physical systems, which also encompasses technologiessuch assmart grids, virtual power plants,smart homes, intelligent transportation and smart cities. The Internet of Things (IoT) has the capability to transform the world we live in; more-efficient industries, connected cars, and smarter cities are all components of the IoT equation. However, the applicationof technologylikeIoT in agriculture could have the greatest impact. The global population is set to touch 9.6 billion by 2050. So, to feed this much population, the farming industry must embrace IoT. Against the challenges such as extreme weather conditions and rising climate change, and environmental impact resulting from intensive farming practices, the demand for more food has to be met. Smart farming based on IoT technologies will enable growers and farmers to reduce waste and enhance productivityranging from the quantityof fertilizerutilizedtothe numberof journeysthe farmvehicles have made. So, what is smart farming? Smart farming is a capital-intensive and hi-tech system of growing food cleanly and sustainable forthemasses. It istheapplicationofmodern ICT (Information and Communication Technologies) into agriculture. In IoT-based smart farming, a system is built for monitoring the crop field with the help of sensors (light, humidity, temperature, soil moisture, etc.) and automating the irrigation system. The farmers can monitor the field conditions from anywhere. IoT-basedsmartfarmingishighly efficient when compared with the conventional approach. The applications of IoT-based smart farming not only target conventional, large farming operations,butcouldalsobenew levers to uplift other growing or common trends in agricultural likeorganic farming, family farming (complexor small spaces, particular cattle and/or cultures, preservation of particular or high quality varieties etc.), and enhance highly transparent farming. In termsofenvironmentalissues, IoT-based smart farming can providegreatbenefitsincluding more efficient water usage, or optimization of inputs and treatments. Now, let’s discuss the major applications of IoT- based smart farming that are revolutionizing agriculture. Related work: Partha Pratim Ray, Mithun Mukherjee and Lei Shu [1] presented a survey of Internet of Things for Disaster Management: State-of-the-Art and Prospects This article summarizesthe available IoT-basedtechnologiesfordisaster management and their suitability to applyintothedisastrous situations. Also, this survey presents some of the open research challenges and fundamental design principles for
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1250 IoT-based disaster management systems. In summary, the aim of this study is to provide fundamentalsabout IoT-based disaster management systems that help us to understand past research contributions and future research direction to solve different challenges disaster management systems. Prasenjit Maiti, Bibhudatta Sahoo, Ashok Kumar Turuk, Suchismita Satpathy [2] This paper defines a data collection architecture supporting thephysicaldimensionof sensorsto the storage of data in a cloud-based service. Alessio Carullo,Simone Corbellini, Marco Parvis [3] This paper deals with a wireless sensor network thatwasspecificallydesigned to monitor temperature-sensitive products during their distribution with the aim of conforming to the cold-chain assurance requirements.EmilioSardiniandMauroSerpelloni [4] This paper outlines a self-powered sensor that, without any battery, autonomouslyperformsthemeasuringfunctions and transmits data to an external receiving unit. A.Kumar, K.Kamal, M.O.Arshad, S.Mathavan, T.Vadamala [5] The Paper presents a smart system that uses a low cost soil moisture sensor to control water supply in water deficient areas. PROPOSED SYSTEM: The proposed system uses a (DHT11,FLAME DETECTOR and ADXL335) sensors to measure the temperature , moisture ,fire and earthquake inside the warehouse and dynamically updates the collected data to the database. Also some sensors are used to detect the earthquake vibrations and fire. GSM technology is used to send alerts through SMS. The system sends alert messages as soon as the disaster happens, so the recovery process is initiated soon. This system will save the Warehouse commodities from loss of commodities. It greatly saves the man time by maintaining everything automatically by itself. The environmentalfactors are measured and monitored constantly thus the accuracy is highlymaintained. It also benefits in sendingalertsassoonas the disaster happens so the preventive measures can be taken earlier. SYSTEM DESIGN: The Overall System design includes the workflow of the whole process. Arduino Controller, GSM module, Temperature and Humidity sensors. The systemislowcost& low power consuming so that anybody can affordit. Thedata monitored is collected at the mobile phone. The system should be designedin such a waythat evenilliteratevillagers can operate it. Fig-1:Proposed system design The fig-1 represents a overall proposed design of the system. Initially the respective sensors gather the required data from the warehouse environment by sensing for temperature, humidity, flame and earthquake. The sensors are integrated intothe Arduino UNO R3 andthedataisstored in the database. In order to continuously monitor the warehouse environment, the database is essential so the warehouse officials could take a look at the status of the warehouse with the help of the monitoring system. A GSM module isused to send alertsdirectly to the mobilephonesin case of emergency to the warehouse officials, police station, fire station and hospital. Module implementation: The implementation and activities of the modules of the system are illustrated and explained below. (A )Sensing environment: The sensing environment involves the sensing of temperature & humidity and detection of flame & earthquake. For measuring the temperature & humidity,DHT11sensoris used. It consists of a humidity sensing component, a NTC temperature sensor (or thermistor) and an IC on the back side of the sensor. For measuring humidity they use the humidity sensing component which hastwo electrodeswith moisture holding substrate between them. So as the humidity changes, the conductivity of the substrate changes or the resistance between these electrodes changes. This change in resistance is measured and processed by the IC which makesit ready to be read by a microcontroller. Onthe other hand, for measuring temperature these sensors use a NTC temperature sensor or a thermistor. The fire and earthquake is detected by using the IR flame detection sensor and ADXL335 accelerometer respectively. The flame sensor is very sensitive to IR wavelength at 760 nm ~ 1100 nm light. ADXL335 is a small, thin, low power, complete 3- axis accelerometer with signal conditioned voltage outputs.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1251 The product measures acceleration with a minimum full- scale range of ±3 g. (B)Data collection and management: The data is collected and managed by Arduino UNO R3, microcontroller. The gathered data from the sensing environment is synchronized to the database server and monitored. The data can be viewed through the monitoring system that has access to the same database. A GSM modem is used to send alerts through SMS in case of emergency.The Arduino board is configured in such a way that the alerts are sent as soon as the disaster happens (i.e., The alert message is sent from Arduino board by using the GSM modem which doesn't a database to synchronize). CONCLUSION: The system with the help of (DHT11,FLAME DETECTORand ADXL335 ) Sensors and IOT technology detects the causes for the problem and preventivemeasures are taken.Alsothe constant monitoring of the warehouse is made possible, so the warehouse officials can be completely aware of things happening inside the warehouse. Also the emergency alerts are sent in a very fast manner so the preventive measures can be taken at next moment after the incident is happened. FUTURE ENHANCEMENTS: At present the system can sense environment only by use of individual sensors for specific conditions. But in the future it will get improved to level that all the environmental factors can be detected by single sensor and also the preventive measures can be taken without man power. REFERENCES: [1] Partha Pratim Ray, Mithun Mukherjee, (Member,IEEE), and Lei Shu, (Senior Member,IEEE), “Internet of Things for Disaster Management: State-of-the-Art and Prospects”, Institute of Electrical and Electronic Engineers(IEEE), September 2017. [2] Prasenjit Maiti, Bibhudatta Sahoo, Ashok Kumar Turuk, Suchismita Satpathy, “Sensors Data Collection Architecture in the Internet of Mobile Things as a Service(IoMTaaS) Platform”. [3] Alessio Carullo,Simone Corbellini, Marco Parvis, “A Wireless Sensor Network for Cold-Chain Monitoring”, IEEE Transactions on Instrumentation and measurement Vol58, No 5 May 2009. [4] Emilio Sardini and Mauro Serpelloni, “Self-Powered Wireless Sensor for Air Temperature and Velocity Measurements with Energy HarvestingCapability”,IEEE Transactions on Instrumentation and measurement, VOL.60.5, May 2011. [5] A.Kumar, K.Kamal, M.O.Arshad, S.Mathavan, T.Vadamala,” Smart irrigation using Low-Cost Moisture Sensors and Xebec-based Communication”, IEEE 2014 Global Humanitarian Technology Conference. [6] W.A.Jury and H.J.Vaux, “The emerging global water crisis:Managing scarcity and conflict between water users,” Adv. Agronomy, vol.95, pp.1-76, Sep. 2007. [7] X.Wang, W.Yang, A.Wheaton, N.Cooley, and B.Moran, “Efficient registration of optical and IR images for automatic plant water stress assessment,” Comput. Electron. Agricult., vol. 74, no. 2, pp. 230-237,Nov.2010. [8] G.Yuan, Y.Luo, X.Sun, and D. Tang, “Evaluation of a crop water stress index for detecting water stress in winter wheat in the North China plain,”Agricult. Water Manag., vol. 64, no. 1, pp. 29-40, Jan. 2004. [9] S.B.Isdo, R.D.Jackson,P.J.Pinter,Jr.,R.J.Reginato, and J.L.Hatfield,”Normalizing the stress-degree-day parameter for environmental variability,” Agricult. Meteorol., vol. 24, pp. 45-55,Jan. 1981 [10] K.S.Nemali and M.W.Van Iersel, “An automated system for controlling dought stress and irrigation in potted plants,”Sci. Horticult.,vol. 110,no.3,pp. 292-297, Nov. 2006.