SlideShare uma empresa Scribd logo
1 de 9
Baixar para ler offline
http://www.iaeme.com/IJARET/index.asp 168 editor@iaeme.com
International Journal of Advanced Research in Engineering and Technology
(IJARET)
Volume 7, Issue 2, March-April 2016, pp. 168–176, Article ID: IJARET_07_02_016
Available online at
http://www.iaeme.com/IJARET/issues.asp?JType=IJARET&VType=7&IType=2
Journal Impact Factor (2016): 8.8297 (Calculated by GISI) www.jifactor.com
ISSN Print: 0976-6480 and ISSN Online: 0976-6499
© IAEME Publication
___________________________________________________________________________
VISUALISATION OF COMPLEX
PROCESSES OF CONTROL
Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska, Jacek Kozyra
University of Technology and Humanities,
Faculty of Transport and Electrical Engineering,
ul. Malczewskiego 29
26-600 Radom,Poland
ABSTRACT
Visualisation application based on Wonderware InTouch is presented in
this article. This software is an engineering tool created for visualisation and
control of industrial processes, meeting all guidelines of SCADA systems
(Supervisory Control and Data Acquisition) and HMI (Human Machine
Interface). It is also a part of Wonderware System Platform. This platform is a
set of services and applications using ArchestrA technology. The authors
showed the options of technical solutions in creating visualisation
applications and supervision and control of large and complex control
objects.
Keywords: Process Visualization, Scada, Industrial Process
Cite this Article: Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and
Jacek Kozyra Visualisation of complex processes of control. International
Journal of Advanced Research in Engineering and Technology, 7(2), 2016, pp.
168–176.
http://www.iaeme.com/IJARET/issues.asp?JType=IJARET&VType=7&IType=2
INTRODUCTION
Visualisation is a dynamically developing field of technology, combining many issues
related to control, exchange, archiving and processing of process data in the industry
and scientific research.[1],[2] In general, visualisation is a method of creating,
analysing and transmitting information using visual means, which are based on a real
object, reflecting its state in real time.[20] Visualisation environments must provide
not only predefined options of object programming, but also meet requirements of
real time systems. Moreover, visualisation applications should provide interface for
processing and acquisition of data, enabling support of database
applications.[4],[5],[6] This solution enables reporting, diagnostics and statistical
Visualisation of complex processes of control
http://www.iaeme.com/IJARET/index.asp 169 editor@iaeme.com
control, which would be difficult or impossible in the systems that not use
visualisation means.[18],[19]
Analysis of visualisation applications is based on Wonderware InTouch. This
software is an engineering tool created for visualisation and control of industrial
processes, meeting all guidelines of SCADA systems (Supervisory Control And Data
Acquisition) and HMI (Human Machine Interface).[7],[8],[22] The main feature of
InTouch is fast and intuitive use of predefined visual objects and their large library.[9]
1. APPLICATION TEMPLATE OF VISUALISATION PROJECT
Creating a visualisation project starts from creating an application template, which
allows to divide a model into smaller functional units and realizing functionality of
these units in stages and then integrating them. A diagram illustrating the stages of
creating a visualisation application is presented in the Fig. 1. This diagram shows that
defining an application template and its content is one of the first and the most
important activity that a designer must make. Typical template should have a window
fulfilling a role of information bar, main window showing a model of visualisation
and navigation window.[10] A diagram of hierarchy of windows in the application is
presented in the Fig. 2, implementing a template in In Touch in the Fig. 3
Rys. 1 Diagram showing the stages of creating a project of visualisation application
Planning
Creating a model
Combining windows
Combining objects and
parts of model with tags
Determining which information
should be displayed
Determining the number of
windows in the application
Determining hierarchy of windows
Drawing all objects in the
windows
w
Creating navigation from an
application template
Declaration of variables
Creating combinations of
animation objects
Data archiving
Creating a Bindlist
Defining ODBC driver
Creating reports
Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and Jacek Kozyra
http://www.iaeme.com/IJARET/index.asp 170 editor@iaeme.com
Rys. 2 Diagram of hierarchy of windows
Rys. 3. Control application of Tobacco Factory ( 1. menu information bar showing: name of a
user, access level, date and hour; 2. main visualisation window; 3. menu bar with the
references to all the most important windows and functions in the application.)[3]
NavigationStatus bar
Alarms Trends Reports Login
Current History
Main
window
Machine 1 Machine nMachine 2 Machine 3
Visualisation of complex processes of control
http://www.iaeme.com/IJARET/index.asp 171 editor@iaeme.com
Visualisation application created for the purposes of this article is SCADA system
responsible for control, supervision and acquisition of data of Tobacco Factory, the
so-called primary department responsible for preparing and processing tobacco. In
this part of the plant, forming, packing and production of cigarettes do not take place.
Preparing tobacco for further use is made in stages. Subsequent stages of preparing
tobacco are presented in the diagram below (Fig. 4).
Tobacco production process is divided into two parts: initial conditioning and
drying. (Fig. 3) Each zone is finished with silos for storing tobacco until decisions
about further processing is made. This solution also allows to store product in case of
failure of any of the belt conveyors, preventing from stoppage of production line. Two
buffers regulating the amount of tobacco put into precision cutting machine and dryer
were also installed in the second zone. Buffering machines, due to smaller capacity
than silos, give better precision of control of tobacco put into the machines.
Rys 4 General diagram of a process of tobacco production [3]
2. CURRENT AND HISTORICAL ALARMS
InTouch is equipped with a system informing an operator about the state of process
and control system.[10],[14] This system enables to display, print and keep the
register of history of alarms and events occurring and registered in the system.
Modules of tables and a set of variable fields are used for displaying and management
of alarms. Alarms alert about some values of the process, whereas events contain
information about the state of the system.
A window of historical alarms is presented in the Fig. 5 It differs from a window
of current alarms only in declaration Query Type: Historical and lack of buttons
confirming acceptance of individual historical alarms. The remaining functionality is
identical as in the window of current alarms.
Buffer 1
Buffer 2
Slicing
Drying
Scent
Silos final
Accessories
Guillotine
DCC
Refinement
Storage silos
Conditioning
preliminary
Drying zone
and storage
Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and Jacek Kozyra
http://www.iaeme.com/IJARET/index.asp 172 editor@iaeme.com
Rys. 5 A window of historical alarms [3]
3. STATISTICAL CONTROL OF SPC-PRO PROCESS
SPCPro was created to fully integrate functions of SPC with In Touch. SPC is short
for Statistical Process Control. In this method, data about the process are collected
and analysed in order to solve quality problems. A term "statistical" means using of
numerical calculations. A term "process" refers to a given production process and its
ability to get an appropriate quality. A term "control" means monitoring the process
and its regulation, whenever the need arises, in order to enable optimal realization of a
process.[16],[17] To sum up, SPC control is a method of monitoring and control of a
process, that is, collecting parameters characterizing output, analysing these data and
drawing conclusions based on them.[12],[11]
A window of control card of statistical control is presented in the Fig. 6 SPC
module requires to use ODBC driver, the simplest solution is to use small databases in
MS Access or to link module with a database server. Due to the fact that this module
is a standard equipment of application, reported information are more important for an
experienced statistician than operator.[15] Therefore, it is better to use a server with
an option of making resources from TCP/IP protocol available, for example, MS SQL
Server 2005. It allows to link application of production layer with business layer in a
configuration server-server.
Visualisation of complex processes of control
http://www.iaeme.com/IJARET/index.asp 173 editor@iaeme.com
Fig. 6 Control card of SPC module [3]
Components linked with a module of SPC-Pro software can be found in a library
FactorySuite, among others, Control card (Fig. 6), SPC Histogram (Fig. 7) and Pareto
chart (Fig. 8). Declaring SPC module in InTouch automatically creates a group of
alarms related to the values monitored by this module.
Rys. 7. Part of SPC-Pro module – SPCHistogram [3]
Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and Jacek Kozyra
http://www.iaeme.com/IJARET/index.asp 174 editor@iaeme.com
Fig 8 Part of SPC-Pro module – SPCPareto [3]
4. MOBILE TECHNOLOGIES IN AN ENTERPRISE
Mobile technologies are more and more commonly applied in the production plants.
A person having a smartphone or tablet can, in the city centre, keep an eye on the
progress of production, potential stoppages, and even makes changes in a production
line. In practice, it means that using, for example, a mobile phone, we may track not
only columns and charts that show functioning of an enterprise, but also use many
settings allowing to generate reports, change of parameters of devices and advanced
functions connected with the whole production process (Fig. 9)[21].
In this case, technological bar is set very high. Any devices with the access to the
Internet may become an important element of production process. Access to
application is realized directly from the internet browser, therefore, installing
additional software on a mobile device is not required. Technical requirements are not
complicated, for example, for Wonderware InTouch Access Anywere, management of
production is possible from the level of any device with the internet browser
supporting HTML5.
Figure 9 Visualisation of complex processes of control with the use of mobile technologies
[21]
Implementing mobile applications should be performed together with formulating
new safety procedures in a company. We must also remember that new technologies
bring also new threats.[21]
Visualisation of complex processes of control
http://www.iaeme.com/IJARET/index.asp 175 editor@iaeme.com
5. CONCLUSIONS
Development of systems of industrial automation is mainly connected with
development of computerization, communication, telemetry and planning. All these
issues are integral part of large industrial plants and without computer support, its
realization would be difficult or even impossible.
Producers of software created for production more and more often enable
cooperation of application with different layers of IT systems. It enables cooperation
between control, planning and business layers. Wonderware InTouch is a software for
visualisation of processes in SCADA and HMI systems. It is also a part of
Wonderware System Platform. This platform is a set of services and applications
using ArchestrA technology. This technology has now four main trends which enable:
 open communication between various systems,
 support for ERP systems (Enterprise Resource Planning) – planning resources of an
enterprise (e.g. cooperation with SAP system),
 use of such technologies as: OPC, SQL, XML, OLE DB/ADO in the applications
supporting systems: MES (Manufacturing Execution Systems) – systems of
realization of production, HMI, DCS (Distributed Control System) – distributed
control systems, Historian or SCADA;
 communication with actuators and PLC drivers through development of technology:
DI Objects, DA Server, I/O Server, OPC Server.
REFERENCE
[1] Kwicień Roman, Komputerowe systemy automatyki przemysłowej, Helion,
Gliwice 2013.
[2] Vieira Robert, SQL Server 2005 Programowanie, Helion, Gliwice 2007.
[3] Opracowanie Zakładu Automatyzacji Procesów UTH Wizualizacja
wybranego procesu przemysłowego_InTouch Radom 2013
[4] Schneider Electric, 8 Chapter Human-machine interface,
http://www.schneider-electric.com/, Singapur 2009.
[5] Informator Techniczny Wonderware nr 10, ASTOR, Kraków 1998.
[6] Kuśmińska-Fijałkowska, A., and Z. Łukasik. Efekty wynikające z wdrożenia
Systemu Zarządzania Jakością, Logistyka (2014).
[7] National Communications System, Technical Information Bulletin 04-1:
Supervisory Control and Data Acquisition (SCADA) Systems, Arlington
U.S.A. 2004.
[8] FactorySuite™ Menedżer receptur Podręcznik użytkownika, ASTOR,
Kraków 2002.
[9] Invensys Systems, Inc., FactorySuite™ Menedżer SQL Access Podręcznik
użytkownika, Wonderware®, Wersja A, Lake Forest U.S.A. 2002.
[10] Materiały szkoleniowe, InTouch Cz. II: Zagadnienia zaawansowane,
ASTOR, Kraków 2003.
[11] Łukasik, Zbigniew, Aldona Kuśmińska-Fijałkowska, and Waldemar
Nowakowski. "Europe's energy efficiency requirements for household
appliances." Przegląd Elektrotechniczny 91.3 (2015): 194-196.
[12] Invensys Systems, Inc., FactorySuite™ SPCPro™ Podręcznik użytkownika,
Wonderware®, Wersja A, Lake Forest U.S.A. 2002.
[13] http://www.astor.com.pl
Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and Jacek Kozyra
http://www.iaeme.com/IJARET/index.asp 176 editor@iaeme.com
[14] Prof. Dr. Z. ŁUKASIK, Ph.D, DSc, Dr. Eng. Aldona Kuśmińska-Fijałkowska
and Dr. Eng. Waldemar Nowakowski, 2014. Ecological Powder Coating
Technology Based On Innovative Solutions. International Journal of
Advanced Research in Engineering and Technology, 5(9), pp. 26–30.
[15] Kuśmińska-Fijałkowska, A., and Z. Łukasik, Koordynowanie działań w
organizacji w odniesieniu do systemu zarządzania jakością, Logistyka 3/2014.
ISSN 1231-5478
[16] Kozyra, J., and A. Kuśmińska-Fijałkowska, Elementy liniowej logistyki
stosowane w zabezpieczaniu obiektów zagrożonych wybuchem, Logistyka
4/2014. ISSN 1231-5478
[17] Czarny, Krzysztof, Andrzej Rozmarynowski, and Jerzy Wojciechowski.
Tendencje zużycia energii elektrycznej wybranych obszarów zasilania."
[18] Zakrzewski, B., and D. Zakrzewska, Rola zaopatrzenia i metodyka wyboru
dostawcy w działalności przedsiębiorstw przemysłowych, Logistyka(2014).
[19] Zakrzewski, B., and D. Zakrzewska, Przedsiębiorstwo produkcyjne i procesy
realizowane w sferze produkcji, Logistyka(2014).
[20] Olczykowski, Z., and J. Wojciechowski. Pomiary podstawowych parametrów
jakości energii elektrycznej z wykorzystaniem mierników
wirtualnych." Prace Naukowe Politechniki Radomskiej, Elektryka 2.
[21] Arkadiusz Rodak „Czy smartfon może być narzędziem do zarzadzania nie
tylko biurem, ale i fabryką” Biuletyn Automatyki nr 84 2/2015 ISSN 1507-
3890
[22] Jitendra Kumar Gupta and Dr. Anil Kumar Sharma, 2014. Programmable
Logic Controller Based Implementation of Supervisory Control for Sugar
Refinery .International Journal of Advanced Research in Engineering and
Technology, 5(9), pp. 1–9.

Mais conteúdo relacionado

Mais procurados

IRJET- Arudino based Smart IoT Food Quality Detection Technology
IRJET- Arudino based Smart IoT Food Quality Detection TechnologyIRJET- Arudino based Smart IoT Food Quality Detection Technology
IRJET- Arudino based Smart IoT Food Quality Detection TechnologyIRJET Journal
 
IRJET- Soilless Cultivation using IoT
IRJET- Soilless Cultivation using IoTIRJET- Soilless Cultivation using IoT
IRJET- Soilless Cultivation using IoTIRJET Journal
 
An embedded finger vein recognition system
An embedded finger vein recognition systemAn embedded finger vein recognition system
An embedded finger vein recognition systemeSAT Publishing House
 
Visual Product Identification For Blind Peoples
Visual Product Identification For Blind PeoplesVisual Product Identification For Blind Peoples
Visual Product Identification For Blind PeoplesIRJET Journal
 
IRJET - Face Recognition Door Lock using IoT
IRJET - Face Recognition Door Lock using IoTIRJET - Face Recognition Door Lock using IoT
IRJET - Face Recognition Door Lock using IoTIRJET Journal
 
Analysis on Healthcare System using IoT
Analysis on Healthcare System using IoTAnalysis on Healthcare System using IoT
Analysis on Healthcare System using IoTijtsrd
 
Io t based water level monitoring system of dams in
Io t based water level monitoring system of dams inIo t based water level monitoring system of dams in
Io t based water level monitoring system of dams insangamesh kumbar
 
IoT Based Water Level Monitoring System with an Android Application
IoT Based Water Level Monitoring System with an Android ApplicationIoT Based Water Level Monitoring System with an Android Application
IoT Based Water Level Monitoring System with an Android Applicationrahulmonikasharma
 
IRJET - IoT-based Monitoring of Induction Motor Performance
IRJET - IoT-based Monitoring of Induction Motor PerformanceIRJET - IoT-based Monitoring of Induction Motor Performance
IRJET - IoT-based Monitoring of Induction Motor PerformanceIRJET Journal
 
Designing an Architecture for Monitoring Patients at Home: Ontologies and We...
Designing an Architecture  for Monitoring Patients at Home: Ontologies and We...Designing an Architecture  for Monitoring Patients at Home: Ontologies and We...
Designing an Architecture for Monitoring Patients at Home: Ontologies and We...IRJET Journal
 
IRJET - IoT based E-Prognosis System
IRJET - IoT based E-Prognosis SystemIRJET - IoT based E-Prognosis System
IRJET - IoT based E-Prognosis SystemIRJET Journal
 
IRJET - Medical Analysis using Virtual Reality
IRJET - Medical Analysis using Virtual RealityIRJET - Medical Analysis using Virtual Reality
IRJET - Medical Analysis using Virtual RealityIRJET Journal
 
IRJET- Design an Approach for Prediction of Human Activity Recognition us...
IRJET-  	  Design an Approach for Prediction of Human Activity Recognition us...IRJET-  	  Design an Approach for Prediction of Human Activity Recognition us...
IRJET- Design an Approach for Prediction of Human Activity Recognition us...IRJET Journal
 

Mais procurados (20)

REVIEW ON: IOT BASED HEART DISEASE MONITORING SYSTEM
REVIEW ON: IOT BASED HEART DISEASE MONITORING SYSTEMREVIEW ON: IOT BASED HEART DISEASE MONITORING SYSTEM
REVIEW ON: IOT BASED HEART DISEASE MONITORING SYSTEM
 
IRJET- Arudino based Smart IoT Food Quality Detection Technology
IRJET- Arudino based Smart IoT Food Quality Detection TechnologyIRJET- Arudino based Smart IoT Food Quality Detection Technology
IRJET- Arudino based Smart IoT Food Quality Detection Technology
 
IRJET- Soilless Cultivation using IoT
IRJET- Soilless Cultivation using IoTIRJET- Soilless Cultivation using IoT
IRJET- Soilless Cultivation using IoT
 
WARNING SYSTEM FROM THREAT OF WILD ANIMALS USING IOT
WARNING SYSTEM FROM THREAT OF WILD ANIMALS USING IOTWARNING SYSTEM FROM THREAT OF WILD ANIMALS USING IOT
WARNING SYSTEM FROM THREAT OF WILD ANIMALS USING IOT
 
NECK MOVEMENT BASED WHEELCHAIR TO ASSIST THE PHYSICALLY CHALLENGED
NECK MOVEMENT BASED WHEELCHAIR TO ASSIST  THE PHYSICALLY CHALLENGEDNECK MOVEMENT BASED WHEELCHAIR TO ASSIST  THE PHYSICALLY CHALLENGED
NECK MOVEMENT BASED WHEELCHAIR TO ASSIST THE PHYSICALLY CHALLENGED
 
An embedded finger vein recognition system
An embedded finger vein recognition systemAn embedded finger vein recognition system
An embedded finger vein recognition system
 
Visual Product Identification For Blind Peoples
Visual Product Identification For Blind PeoplesVisual Product Identification For Blind Peoples
Visual Product Identification For Blind Peoples
 
IRJET - Face Recognition Door Lock using IoT
IRJET - Face Recognition Door Lock using IoTIRJET - Face Recognition Door Lock using IoT
IRJET - Face Recognition Door Lock using IoT
 
Analysis on Healthcare System using IoT
Analysis on Healthcare System using IoTAnalysis on Healthcare System using IoT
Analysis on Healthcare System using IoT
 
SMART APP FOR PHYSICALLY CHALLENGED PEOPLE USING INTERNET OF THINGS
SMART APP FOR PHYSICALLY CHALLENGED  PEOPLE USING INTERNET OF THINGSSMART APP FOR PHYSICALLY CHALLENGED  PEOPLE USING INTERNET OF THINGS
SMART APP FOR PHYSICALLY CHALLENGED PEOPLE USING INTERNET OF THINGS
 
Irjet v7 i4693
Irjet v7 i4693Irjet v7 i4693
Irjet v7 i4693
 
Io t based water level monitoring system of dams in
Io t based water level monitoring system of dams inIo t based water level monitoring system of dams in
Io t based water level monitoring system of dams in
 
SMART AGRICULTURE AND DAM MANAGEMENT SYSTE
SMART AGRICULTURE AND DAM MANAGEMENT  SYSTESMART AGRICULTURE AND DAM MANAGEMENT  SYSTE
SMART AGRICULTURE AND DAM MANAGEMENT SYSTE
 
IMPLEMENTATION OF SECURE DOOR AUTOMATION SYSTEMS USING INFRARED SENSORS
IMPLEMENTATION OF SECURE DOOR AUTOMATION SYSTEMS USING  INFRARED SENSORS IMPLEMENTATION OF SECURE DOOR AUTOMATION SYSTEMS USING  INFRARED SENSORS
IMPLEMENTATION OF SECURE DOOR AUTOMATION SYSTEMS USING INFRARED SENSORS
 
IoT Based Water Level Monitoring System with an Android Application
IoT Based Water Level Monitoring System with an Android ApplicationIoT Based Water Level Monitoring System with an Android Application
IoT Based Water Level Monitoring System with an Android Application
 
IRJET - IoT-based Monitoring of Induction Motor Performance
IRJET - IoT-based Monitoring of Induction Motor PerformanceIRJET - IoT-based Monitoring of Induction Motor Performance
IRJET - IoT-based Monitoring of Induction Motor Performance
 
Designing an Architecture for Monitoring Patients at Home: Ontologies and We...
Designing an Architecture  for Monitoring Patients at Home: Ontologies and We...Designing an Architecture  for Monitoring Patients at Home: Ontologies and We...
Designing an Architecture for Monitoring Patients at Home: Ontologies and We...
 
IRJET - IoT based E-Prognosis System
IRJET - IoT based E-Prognosis SystemIRJET - IoT based E-Prognosis System
IRJET - IoT based E-Prognosis System
 
IRJET - Medical Analysis using Virtual Reality
IRJET - Medical Analysis using Virtual RealityIRJET - Medical Analysis using Virtual Reality
IRJET - Medical Analysis using Virtual Reality
 
IRJET- Design an Approach for Prediction of Human Activity Recognition us...
IRJET-  	  Design an Approach for Prediction of Human Activity Recognition us...IRJET-  	  Design an Approach for Prediction of Human Activity Recognition us...
IRJET- Design an Approach for Prediction of Human Activity Recognition us...
 

Semelhante a VISUALISATION OF COMPLEX PROCESSES OF CONTROL

Deployment of the Festo PA Workstation for Undergraduate Training on Industri...
Deployment of the Festo PA Workstation for Undergraduate Training on Industri...Deployment of the Festo PA Workstation for Undergraduate Training on Industri...
Deployment of the Festo PA Workstation for Undergraduate Training on Industri...theijes
 
Simulation and Implementation of PLC Based for Detecting Burned Potato Chips ...
Simulation and Implementation of PLC Based for Detecting Burned Potato Chips ...Simulation and Implementation of PLC Based for Detecting Burned Potato Chips ...
Simulation and Implementation of PLC Based for Detecting Burned Potato Chips ...ijtsrd
 
Construction of Supervisory Control and Data Acquisition in Shop-level based ...
Construction of Supervisory Control and Data Acquisition in Shop-level based ...Construction of Supervisory Control and Data Acquisition in Shop-level based ...
Construction of Supervisory Control and Data Acquisition in Shop-level based ...IJRES Journal
 
IRJET-Know Your Trade
IRJET-Know Your TradeIRJET-Know Your Trade
IRJET-Know Your TradeIRJET Journal
 
IRJET- Implementation of Automated Urban Drinking Water Supply and Leakage Id...
IRJET- Implementation of Automated Urban Drinking Water Supply and Leakage Id...IRJET- Implementation of Automated Urban Drinking Water Supply and Leakage Id...
IRJET- Implementation of Automated Urban Drinking Water Supply and Leakage Id...IRJET Journal
 
PREDICTIVE MAINTENANCE AND ENGINEERED PROCESSES IN MECHATRONIC INDUSTRY: AN I...
PREDICTIVE MAINTENANCE AND ENGINEERED PROCESSES IN MECHATRONIC INDUSTRY: AN I...PREDICTIVE MAINTENANCE AND ENGINEERED PROCESSES IN MECHATRONIC INDUSTRY: AN I...
PREDICTIVE MAINTENANCE AND ENGINEERED PROCESSES IN MECHATRONIC INDUSTRY: AN I...ijaia
 
Computer Govern Maintenance System for a Process Industry
Computer Govern Maintenance System for a Process IndustryComputer Govern Maintenance System for a Process Industry
Computer Govern Maintenance System for a Process IndustrySushil kumar Choudhary
 
Computer Govern Maintenance System for a Process Industry
Computer Govern Maintenance System for a Process IndustryComputer Govern Maintenance System for a Process Industry
Computer Govern Maintenance System for a Process Industrysushil Choudhary
 
Implementation of Customised SCADA for Cartoner Packaging machine for Cost Ef...
Implementation of Customised SCADA for Cartoner Packaging machine for Cost Ef...Implementation of Customised SCADA for Cartoner Packaging machine for Cost Ef...
Implementation of Customised SCADA for Cartoner Packaging machine for Cost Ef...IRJET Journal
 
IRJET-Complete Industrial Solution for Automation in Temperature and Humidity...
IRJET-Complete Industrial Solution for Automation in Temperature and Humidity...IRJET-Complete Industrial Solution for Automation in Temperature and Humidity...
IRJET-Complete Industrial Solution for Automation in Temperature and Humidity...IRJET Journal
 
Power point presentation on Industrial Automation
Power point presentation on Industrial AutomationPower point presentation on Industrial Automation
Power point presentation on Industrial AutomationJaiPrakash337
 
IRJET- Information Logging and Investigation of Control Framework Utilizing D...
IRJET- Information Logging and Investigation of Control Framework Utilizing D...IRJET- Information Logging and Investigation of Control Framework Utilizing D...
IRJET- Information Logging and Investigation of Control Framework Utilizing D...IRJET Journal
 
IRJET- Design of SCADA based Wireless Monitoring and Control
IRJET- Design of SCADA based Wireless Monitoring and ControlIRJET- Design of SCADA based Wireless Monitoring and Control
IRJET- Design of SCADA based Wireless Monitoring and ControlIRJET Journal
 
IRJET- Oil Tank Prototype based on Wireless Communication-Controller System u...
IRJET- Oil Tank Prototype based on Wireless Communication-Controller System u...IRJET- Oil Tank Prototype based on Wireless Communication-Controller System u...
IRJET- Oil Tank Prototype based on Wireless Communication-Controller System u...IRJET Journal
 
IJSRED-V2I3P73
IJSRED-V2I3P73IJSRED-V2I3P73
IJSRED-V2I3P73IJSRED
 
Bug Tracking System (BTS)
Bug Tracking System (BTS)Bug Tracking System (BTS)
Bug Tracking System (BTS)IRJET Journal
 
Arm Based Real Time Monitoring and Controlling of Industrial Parameters Using...
Arm Based Real Time Monitoring and Controlling of Industrial Parameters Using...Arm Based Real Time Monitoring and Controlling of Industrial Parameters Using...
Arm Based Real Time Monitoring and Controlling of Industrial Parameters Using...IJTET Journal
 
Pharmaceutical granulator machine using ethernet modbus protocol and lab view
Pharmaceutical granulator machine using ethernet modbus protocol and lab viewPharmaceutical granulator machine using ethernet modbus protocol and lab view
Pharmaceutical granulator machine using ethernet modbus protocol and lab vieweSAT Journals
 

Semelhante a VISUALISATION OF COMPLEX PROCESSES OF CONTROL (20)

Deployment of the Festo PA Workstation for Undergraduate Training on Industri...
Deployment of the Festo PA Workstation for Undergraduate Training on Industri...Deployment of the Festo PA Workstation for Undergraduate Training on Industri...
Deployment of the Festo PA Workstation for Undergraduate Training on Industri...
 
Simulation and Implementation of PLC Based for Detecting Burned Potato Chips ...
Simulation and Implementation of PLC Based for Detecting Burned Potato Chips ...Simulation and Implementation of PLC Based for Detecting Burned Potato Chips ...
Simulation and Implementation of PLC Based for Detecting Burned Potato Chips ...
 
Construction of Supervisory Control and Data Acquisition in Shop-level based ...
Construction of Supervisory Control and Data Acquisition in Shop-level based ...Construction of Supervisory Control and Data Acquisition in Shop-level based ...
Construction of Supervisory Control and Data Acquisition in Shop-level based ...
 
IRJET-Know Your Trade
IRJET-Know Your TradeIRJET-Know Your Trade
IRJET-Know Your Trade
 
IRJET- Implementation of Automated Urban Drinking Water Supply and Leakage Id...
IRJET- Implementation of Automated Urban Drinking Water Supply and Leakage Id...IRJET- Implementation of Automated Urban Drinking Water Supply and Leakage Id...
IRJET- Implementation of Automated Urban Drinking Water Supply and Leakage Id...
 
PREDICTIVE MAINTENANCE AND ENGINEERED PROCESSES IN MECHATRONIC INDUSTRY: AN I...
PREDICTIVE MAINTENANCE AND ENGINEERED PROCESSES IN MECHATRONIC INDUSTRY: AN I...PREDICTIVE MAINTENANCE AND ENGINEERED PROCESSES IN MECHATRONIC INDUSTRY: AN I...
PREDICTIVE MAINTENANCE AND ENGINEERED PROCESSES IN MECHATRONIC INDUSTRY: AN I...
 
Computer Govern Maintenance System for a Process Industry
Computer Govern Maintenance System for a Process IndustryComputer Govern Maintenance System for a Process Industry
Computer Govern Maintenance System for a Process Industry
 
Computer Govern Maintenance System for a Process Industry
Computer Govern Maintenance System for a Process IndustryComputer Govern Maintenance System for a Process Industry
Computer Govern Maintenance System for a Process Industry
 
Implementation of Customised SCADA for Cartoner Packaging machine for Cost Ef...
Implementation of Customised SCADA for Cartoner Packaging machine for Cost Ef...Implementation of Customised SCADA for Cartoner Packaging machine for Cost Ef...
Implementation of Customised SCADA for Cartoner Packaging machine for Cost Ef...
 
IRJET-Complete Industrial Solution for Automation in Temperature and Humidity...
IRJET-Complete Industrial Solution for Automation in Temperature and Humidity...IRJET-Complete Industrial Solution for Automation in Temperature and Humidity...
IRJET-Complete Industrial Solution for Automation in Temperature and Humidity...
 
Power point presentation on Industrial Automation
Power point presentation on Industrial AutomationPower point presentation on Industrial Automation
Power point presentation on Industrial Automation
 
IRJET- Information Logging and Investigation of Control Framework Utilizing D...
IRJET- Information Logging and Investigation of Control Framework Utilizing D...IRJET- Information Logging and Investigation of Control Framework Utilizing D...
IRJET- Information Logging and Investigation of Control Framework Utilizing D...
 
IRJET- Design of SCADA based Wireless Monitoring and Control
IRJET- Design of SCADA based Wireless Monitoring and ControlIRJET- Design of SCADA based Wireless Monitoring and Control
IRJET- Design of SCADA based Wireless Monitoring and Control
 
IRJET- Oil Tank Prototype based on Wireless Communication-Controller System u...
IRJET- Oil Tank Prototype based on Wireless Communication-Controller System u...IRJET- Oil Tank Prototype based on Wireless Communication-Controller System u...
IRJET- Oil Tank Prototype based on Wireless Communication-Controller System u...
 
IJSRED-V2I3P73
IJSRED-V2I3P73IJSRED-V2I3P73
IJSRED-V2I3P73
 
Bug Tracking System (BTS)
Bug Tracking System (BTS)Bug Tracking System (BTS)
Bug Tracking System (BTS)
 
Arm Based Real Time Monitoring and Controlling of Industrial Parameters Using...
Arm Based Real Time Monitoring and Controlling of Industrial Parameters Using...Arm Based Real Time Monitoring and Controlling of Industrial Parameters Using...
Arm Based Real Time Monitoring and Controlling of Industrial Parameters Using...
 
Pharmaceutical granulator machine using ethernet modbus protocol and lab view
Pharmaceutical granulator machine using ethernet modbus protocol and lab viewPharmaceutical granulator machine using ethernet modbus protocol and lab view
Pharmaceutical granulator machine using ethernet modbus protocol and lab view
 
Journal
JournalJournal
Journal
 
What is SCADA system? SCADA Solutions for IoT
What is SCADA system? SCADA Solutions for IoTWhat is SCADA system? SCADA Solutions for IoT
What is SCADA system? SCADA Solutions for IoT
 

Mais de IAEME Publication

IAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME Publication
 
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...IAEME Publication
 
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSIAEME Publication
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSIAEME Publication
 
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSDETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSIAEME Publication
 
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSIAEME Publication
 
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOVOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOIAEME Publication
 
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IAEME Publication
 
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYVISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYIAEME Publication
 
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...IAEME Publication
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEIAEME Publication
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...IAEME Publication
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...IAEME Publication
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...IAEME Publication
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...IAEME Publication
 
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...IAEME Publication
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...IAEME Publication
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...IAEME Publication
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...IAEME Publication
 
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTA MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTIAEME Publication
 

Mais de IAEME Publication (20)

IAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdf
 
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
 
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
 
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSDETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
 
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
 
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOVOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
 
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
 
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYVISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
 
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICE
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
 
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
 
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTA MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
 

Último

Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfRagavanV2
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank  Design by Working Stress - IS Method.pdfIntze Overhead Water Tank  Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank Design by Working Stress - IS Method.pdfSuman Jyoti
 
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELLPVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELLManishPatel169454
 
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptxBSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptxfenichawla
 
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...ranjana rawat
 
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Bookingroncy bisnoi
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordAsst.prof M.Gokilavani
 
Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdfKamal Acharya
 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...roncy bisnoi
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISrknatarajan
 
Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01KreezheaRecto
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfKamal Acharya
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...Christo Ananth
 
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...SUHANI PANDEY
 

Último (20)

Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdf
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank  Design by Working Stress - IS Method.pdfIntze Overhead Water Tank  Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
 
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELLPVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
 
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptxBSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
 
NFPA 5000 2024 standard .
NFPA 5000 2024 standard                                  .NFPA 5000 2024 standard                                  .
NFPA 5000 2024 standard .
 
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
 
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
 
Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdf
 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSIS
 
Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01
 
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...
 
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 

VISUALISATION OF COMPLEX PROCESSES OF CONTROL

  • 1. http://www.iaeme.com/IJARET/index.asp 168 editor@iaeme.com International Journal of Advanced Research in Engineering and Technology (IJARET) Volume 7, Issue 2, March-April 2016, pp. 168–176, Article ID: IJARET_07_02_016 Available online at http://www.iaeme.com/IJARET/issues.asp?JType=IJARET&VType=7&IType=2 Journal Impact Factor (2016): 8.8297 (Calculated by GISI) www.jifactor.com ISSN Print: 0976-6480 and ISSN Online: 0976-6499 © IAEME Publication ___________________________________________________________________________ VISUALISATION OF COMPLEX PROCESSES OF CONTROL Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska, Jacek Kozyra University of Technology and Humanities, Faculty of Transport and Electrical Engineering, ul. Malczewskiego 29 26-600 Radom,Poland ABSTRACT Visualisation application based on Wonderware InTouch is presented in this article. This software is an engineering tool created for visualisation and control of industrial processes, meeting all guidelines of SCADA systems (Supervisory Control and Data Acquisition) and HMI (Human Machine Interface). It is also a part of Wonderware System Platform. This platform is a set of services and applications using ArchestrA technology. The authors showed the options of technical solutions in creating visualisation applications and supervision and control of large and complex control objects. Keywords: Process Visualization, Scada, Industrial Process Cite this Article: Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and Jacek Kozyra Visualisation of complex processes of control. International Journal of Advanced Research in Engineering and Technology, 7(2), 2016, pp. 168–176. http://www.iaeme.com/IJARET/issues.asp?JType=IJARET&VType=7&IType=2 INTRODUCTION Visualisation is a dynamically developing field of technology, combining many issues related to control, exchange, archiving and processing of process data in the industry and scientific research.[1],[2] In general, visualisation is a method of creating, analysing and transmitting information using visual means, which are based on a real object, reflecting its state in real time.[20] Visualisation environments must provide not only predefined options of object programming, but also meet requirements of real time systems. Moreover, visualisation applications should provide interface for processing and acquisition of data, enabling support of database applications.[4],[5],[6] This solution enables reporting, diagnostics and statistical
  • 2. Visualisation of complex processes of control http://www.iaeme.com/IJARET/index.asp 169 editor@iaeme.com control, which would be difficult or impossible in the systems that not use visualisation means.[18],[19] Analysis of visualisation applications is based on Wonderware InTouch. This software is an engineering tool created for visualisation and control of industrial processes, meeting all guidelines of SCADA systems (Supervisory Control And Data Acquisition) and HMI (Human Machine Interface).[7],[8],[22] The main feature of InTouch is fast and intuitive use of predefined visual objects and their large library.[9] 1. APPLICATION TEMPLATE OF VISUALISATION PROJECT Creating a visualisation project starts from creating an application template, which allows to divide a model into smaller functional units and realizing functionality of these units in stages and then integrating them. A diagram illustrating the stages of creating a visualisation application is presented in the Fig. 1. This diagram shows that defining an application template and its content is one of the first and the most important activity that a designer must make. Typical template should have a window fulfilling a role of information bar, main window showing a model of visualisation and navigation window.[10] A diagram of hierarchy of windows in the application is presented in the Fig. 2, implementing a template in In Touch in the Fig. 3 Rys. 1 Diagram showing the stages of creating a project of visualisation application Planning Creating a model Combining windows Combining objects and parts of model with tags Determining which information should be displayed Determining the number of windows in the application Determining hierarchy of windows Drawing all objects in the windows w Creating navigation from an application template Declaration of variables Creating combinations of animation objects Data archiving Creating a Bindlist Defining ODBC driver Creating reports
  • 3. Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and Jacek Kozyra http://www.iaeme.com/IJARET/index.asp 170 editor@iaeme.com Rys. 2 Diagram of hierarchy of windows Rys. 3. Control application of Tobacco Factory ( 1. menu information bar showing: name of a user, access level, date and hour; 2. main visualisation window; 3. menu bar with the references to all the most important windows and functions in the application.)[3] NavigationStatus bar Alarms Trends Reports Login Current History Main window Machine 1 Machine nMachine 2 Machine 3
  • 4. Visualisation of complex processes of control http://www.iaeme.com/IJARET/index.asp 171 editor@iaeme.com Visualisation application created for the purposes of this article is SCADA system responsible for control, supervision and acquisition of data of Tobacco Factory, the so-called primary department responsible for preparing and processing tobacco. In this part of the plant, forming, packing and production of cigarettes do not take place. Preparing tobacco for further use is made in stages. Subsequent stages of preparing tobacco are presented in the diagram below (Fig. 4). Tobacco production process is divided into two parts: initial conditioning and drying. (Fig. 3) Each zone is finished with silos for storing tobacco until decisions about further processing is made. This solution also allows to store product in case of failure of any of the belt conveyors, preventing from stoppage of production line. Two buffers regulating the amount of tobacco put into precision cutting machine and dryer were also installed in the second zone. Buffering machines, due to smaller capacity than silos, give better precision of control of tobacco put into the machines. Rys 4 General diagram of a process of tobacco production [3] 2. CURRENT AND HISTORICAL ALARMS InTouch is equipped with a system informing an operator about the state of process and control system.[10],[14] This system enables to display, print and keep the register of history of alarms and events occurring and registered in the system. Modules of tables and a set of variable fields are used for displaying and management of alarms. Alarms alert about some values of the process, whereas events contain information about the state of the system. A window of historical alarms is presented in the Fig. 5 It differs from a window of current alarms only in declaration Query Type: Historical and lack of buttons confirming acceptance of individual historical alarms. The remaining functionality is identical as in the window of current alarms. Buffer 1 Buffer 2 Slicing Drying Scent Silos final Accessories Guillotine DCC Refinement Storage silos Conditioning preliminary Drying zone and storage
  • 5. Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and Jacek Kozyra http://www.iaeme.com/IJARET/index.asp 172 editor@iaeme.com Rys. 5 A window of historical alarms [3] 3. STATISTICAL CONTROL OF SPC-PRO PROCESS SPCPro was created to fully integrate functions of SPC with In Touch. SPC is short for Statistical Process Control. In this method, data about the process are collected and analysed in order to solve quality problems. A term "statistical" means using of numerical calculations. A term "process" refers to a given production process and its ability to get an appropriate quality. A term "control" means monitoring the process and its regulation, whenever the need arises, in order to enable optimal realization of a process.[16],[17] To sum up, SPC control is a method of monitoring and control of a process, that is, collecting parameters characterizing output, analysing these data and drawing conclusions based on them.[12],[11] A window of control card of statistical control is presented in the Fig. 6 SPC module requires to use ODBC driver, the simplest solution is to use small databases in MS Access or to link module with a database server. Due to the fact that this module is a standard equipment of application, reported information are more important for an experienced statistician than operator.[15] Therefore, it is better to use a server with an option of making resources from TCP/IP protocol available, for example, MS SQL Server 2005. It allows to link application of production layer with business layer in a configuration server-server.
  • 6. Visualisation of complex processes of control http://www.iaeme.com/IJARET/index.asp 173 editor@iaeme.com Fig. 6 Control card of SPC module [3] Components linked with a module of SPC-Pro software can be found in a library FactorySuite, among others, Control card (Fig. 6), SPC Histogram (Fig. 7) and Pareto chart (Fig. 8). Declaring SPC module in InTouch automatically creates a group of alarms related to the values monitored by this module. Rys. 7. Part of SPC-Pro module – SPCHistogram [3]
  • 7. Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and Jacek Kozyra http://www.iaeme.com/IJARET/index.asp 174 editor@iaeme.com Fig 8 Part of SPC-Pro module – SPCPareto [3] 4. MOBILE TECHNOLOGIES IN AN ENTERPRISE Mobile technologies are more and more commonly applied in the production plants. A person having a smartphone or tablet can, in the city centre, keep an eye on the progress of production, potential stoppages, and even makes changes in a production line. In practice, it means that using, for example, a mobile phone, we may track not only columns and charts that show functioning of an enterprise, but also use many settings allowing to generate reports, change of parameters of devices and advanced functions connected with the whole production process (Fig. 9)[21]. In this case, technological bar is set very high. Any devices with the access to the Internet may become an important element of production process. Access to application is realized directly from the internet browser, therefore, installing additional software on a mobile device is not required. Technical requirements are not complicated, for example, for Wonderware InTouch Access Anywere, management of production is possible from the level of any device with the internet browser supporting HTML5. Figure 9 Visualisation of complex processes of control with the use of mobile technologies [21] Implementing mobile applications should be performed together with formulating new safety procedures in a company. We must also remember that new technologies bring also new threats.[21]
  • 8. Visualisation of complex processes of control http://www.iaeme.com/IJARET/index.asp 175 editor@iaeme.com 5. CONCLUSIONS Development of systems of industrial automation is mainly connected with development of computerization, communication, telemetry and planning. All these issues are integral part of large industrial plants and without computer support, its realization would be difficult or even impossible. Producers of software created for production more and more often enable cooperation of application with different layers of IT systems. It enables cooperation between control, planning and business layers. Wonderware InTouch is a software for visualisation of processes in SCADA and HMI systems. It is also a part of Wonderware System Platform. This platform is a set of services and applications using ArchestrA technology. This technology has now four main trends which enable:  open communication between various systems,  support for ERP systems (Enterprise Resource Planning) – planning resources of an enterprise (e.g. cooperation with SAP system),  use of such technologies as: OPC, SQL, XML, OLE DB/ADO in the applications supporting systems: MES (Manufacturing Execution Systems) – systems of realization of production, HMI, DCS (Distributed Control System) – distributed control systems, Historian or SCADA;  communication with actuators and PLC drivers through development of technology: DI Objects, DA Server, I/O Server, OPC Server. REFERENCE [1] Kwicień Roman, Komputerowe systemy automatyki przemysłowej, Helion, Gliwice 2013. [2] Vieira Robert, SQL Server 2005 Programowanie, Helion, Gliwice 2007. [3] Opracowanie Zakładu Automatyzacji Procesów UTH Wizualizacja wybranego procesu przemysłowego_InTouch Radom 2013 [4] Schneider Electric, 8 Chapter Human-machine interface, http://www.schneider-electric.com/, Singapur 2009. [5] Informator Techniczny Wonderware nr 10, ASTOR, Kraków 1998. [6] Kuśmińska-Fijałkowska, A., and Z. Łukasik. Efekty wynikające z wdrożenia Systemu Zarządzania Jakością, Logistyka (2014). [7] National Communications System, Technical Information Bulletin 04-1: Supervisory Control and Data Acquisition (SCADA) Systems, Arlington U.S.A. 2004. [8] FactorySuite™ Menedżer receptur Podręcznik użytkownika, ASTOR, Kraków 2002. [9] Invensys Systems, Inc., FactorySuite™ Menedżer SQL Access Podręcznik użytkownika, Wonderware®, Wersja A, Lake Forest U.S.A. 2002. [10] Materiały szkoleniowe, InTouch Cz. II: Zagadnienia zaawansowane, ASTOR, Kraków 2003. [11] Łukasik, Zbigniew, Aldona Kuśmińska-Fijałkowska, and Waldemar Nowakowski. "Europe's energy efficiency requirements for household appliances." Przegląd Elektrotechniczny 91.3 (2015): 194-196. [12] Invensys Systems, Inc., FactorySuite™ SPCPro™ Podręcznik użytkownika, Wonderware®, Wersja A, Lake Forest U.S.A. 2002. [13] http://www.astor.com.pl
  • 9. Zbigniew Łukasik, Aldona Kuśmińska-Fijałkowska and Jacek Kozyra http://www.iaeme.com/IJARET/index.asp 176 editor@iaeme.com [14] Prof. Dr. Z. ŁUKASIK, Ph.D, DSc, Dr. Eng. Aldona Kuśmińska-Fijałkowska and Dr. Eng. Waldemar Nowakowski, 2014. Ecological Powder Coating Technology Based On Innovative Solutions. International Journal of Advanced Research in Engineering and Technology, 5(9), pp. 26–30. [15] Kuśmińska-Fijałkowska, A., and Z. Łukasik, Koordynowanie działań w organizacji w odniesieniu do systemu zarządzania jakością, Logistyka 3/2014. ISSN 1231-5478 [16] Kozyra, J., and A. Kuśmińska-Fijałkowska, Elementy liniowej logistyki stosowane w zabezpieczaniu obiektów zagrożonych wybuchem, Logistyka 4/2014. ISSN 1231-5478 [17] Czarny, Krzysztof, Andrzej Rozmarynowski, and Jerzy Wojciechowski. Tendencje zużycia energii elektrycznej wybranych obszarów zasilania." [18] Zakrzewski, B., and D. Zakrzewska, Rola zaopatrzenia i metodyka wyboru dostawcy w działalności przedsiębiorstw przemysłowych, Logistyka(2014). [19] Zakrzewski, B., and D. Zakrzewska, Przedsiębiorstwo produkcyjne i procesy realizowane w sferze produkcji, Logistyka(2014). [20] Olczykowski, Z., and J. Wojciechowski. Pomiary podstawowych parametrów jakości energii elektrycznej z wykorzystaniem mierników wirtualnych." Prace Naukowe Politechniki Radomskiej, Elektryka 2. [21] Arkadiusz Rodak „Czy smartfon może być narzędziem do zarzadzania nie tylko biurem, ale i fabryką” Biuletyn Automatyki nr 84 2/2015 ISSN 1507- 3890 [22] Jitendra Kumar Gupta and Dr. Anil Kumar Sharma, 2014. Programmable Logic Controller Based Implementation of Supervisory Control for Sugar Refinery .International Journal of Advanced Research in Engineering and Technology, 5(9), pp. 1–9.