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Showing posts with label SCADA. Show all posts
Showing posts with label SCADA. Show all posts

Friday, 13 May 2016

SCADA BASED MONITORING AND CONTROLLING USING ZIGBEE

SCADA BASED MONITORING AND CONTROLLING USING ZIGBEE

ABSTRACT
Almost all the Industrial Data Acquisition and control systems today use connection oriented concepts for interfaces. However, the variety of physical shapes and functional commands that each cable or wire based system has also raises numerous problems: the difficulties in locating the particular area affected by the industrial parameter, the complexity in operation of the system, the maintenance issue and so on. The control of sensitive industrial parameters by using SCADA-based wireless technology has gained significant industry and academic attention lately for the usability benefits and convenience that it offers users. The control of the temperature of a room containing chemicals and toxic gases the existing research has failed to provide a flexible solution for controlling such conditions by connection oriented systems.
They have used cables and bulky equipment which require large amount of space, high degree of the maintenance and are easily detoriated by moisture and excessive heat.
Additionally, the Data acquisition and control techniques used so far have imposed considerable computational burden and have not provided a consistent and accurate results expected by the employees and their industries.
Keywords- SCADA, Zigbee, Monitoring, Controlling.

INTRODUCTION
Data Acquisition and Control Systems have gained much larger importance in the Industrial field because of the rapid Technological advancement and Security reasons. Whether it is an Industrial workshop, Defence go-down or experimental lab of the power plant accurate monitoring of the parameters is the need of the day. It could be the temperature, humidity, gas or light detecting sensor waiting for our command to provide us with information about the measured parameter of the particular area where they are installed. Advantage of the system is that the engineer or worker not only can obtain accurate data about the industrial parameters in remote area, but also there is no need to be physical present over there. The amount of computation required to process the data detected by sensors is much greater than that of the mechanical devices. Many of those approaches have been implemented to focus in detection of the single parameter such as temperature, gas, humidity or light by dedicating the entire system to only one parameter.
 
FIG. 1 Block Diagram of Transmitter

TRANSMITTER
The Temperature sensor LM-35 is used for detecting the physical parameter temperature of the particular device or the place where the product is stored or manufactured. It produces an output voltage which is proportional to Celsius temperature. It is a three pin device out of which the middle pin is used to measure the output voltage. It transmits the data to microcontroller. The Light Dependent Resistor (LDR) are used in places where there is need to control the Intensity and level of light especially for protecting photo films and frames. An LDR is made of semiconductor material. It has a high resistance because the vast majority of the electrons are locked into the crystal lattice and unable to move. Therefore in this state there is a high LDR resistance. As light falls on the semiconductor, the light photons are absorbed by the semiconductor lattice and some of their energy is transferred to the electrons. This gives some of them sufficient energy to break free from the crystal lattice so that they can then conduct electricity. This results in a lowering of the resistance of the semiconductor and hence the overall LDR resistance. This data is given to  microcontroller.
The GAS sensor MQ-6 can be used both in home and industry. It has a very high sensitivity to gases such asLPG, Iso-Butane, Propane. Sensor is composed of micro AL2O3 ceramic tube, Tin Dioxide (SnO2) sensitive layer, measuring electrode and heater are fixed into a crust made by plastic and stainless steel net. The enveloped MQ-6 have 6 pin , 4 of them are used to fetch signals, and other 2 are used for providing heating current. The most important objective of Infrared sensor is the Intrusion detection. This circuit uses an infrared (IR) beam system to transmit the infrared signal that is of 38 to40 KHz signal when interrupted by any device it will sounds an alarm and simultaneously it will be given to the microcontroller for further process. When the beam is broken a relay is tripped which can be used to sound a bell or alarm. Distances over 25 yards (8 to 10 meters) can be monitored. Humidity sensor HSY-220 is mostly used in places where there is need to control the humidity such as food preservation industries, clothing etc. This capacitive atmospheric humidity sensor consists of a non-conductive foil, which is covered on both sides with a layer of gold. The dielectric constant of the foil changes as a function of the relative humidity of the ambient atmosphere and, accordingly, the capacitance value of the sensor is a measure for relative humidity.PIC-Microcontroller 16F877A is a 40-pin IC. It consists of five ports and built in A-D converter. Microcontroller converts the analog signals to digital signals and then gives it to the Zig-bee Transmitter via Zig-bee Interface. This is the monitoring function of the project in the transmitter section. The controlling function comes into picture when the obtained value crosses the set parameter value of the sensors. Then the Microcontroller commands the Relay driver (ULN 2803) to operate the respective device in accordance. Zig-bee is a technological standard created for control and sensor networks. It operates in personal area networks (PAN’s) and device-to-device networks. In the transmitter section the Zig-bee transmitter is interfaced with the Microcontroller by using MAX232. All the data collected by the sensors is given to Zig-bee transmitter via Microcontroller for wireless transmission. IT transmits the data in the form of packets and reduces the cost of wiring and cables. In accordance with the industrial purposes it provides a very good alternative. The relay ULN 2803 is an Integrated circuit chip with a high voltage/high current Darlington transistor array. It takes signals from TTL, CMOS, PMOS which operate at low voltages and currents. It is a relay of sorts for itself, switching on or off higher signal on the opposite side.

RECEIVER
 
Fig.2 Block Diagram of Receiver
The receiver circuitry of the project is quite simple. The data transmitted by the Zig-bee Transmitter is received by the Zig-bee receiver. This data is then given to PIC Microcontroller via Zig-bee interfacing. The data is then displayed on the LCD screen. If the parameter value crosses certain range of limit then controlling action is performed by the controller. Initially it performs the operation of alarming the Buzzer. The Buzzer alarm makes the operator alert. Buzzer or beeper is a signalling device, usually electronic, typically used in automobiles, household appliances such as a microwave oven, or game shows. It most commonly consists of a number of switches or sensors connected to a control unit that determines if and which button was pushed or a preset time has lapsed, and usually illuminates a light on the appropriate button or control panel, and sounds a warning in the form of a continuous or intermittent buzzing or beeping sound. The word "buzzer" comes from the rasping noise that buzzers made when they were electromechanical devices, operated from stepped-down AC line voltage at 50 or 60 cycles. LCD is used to display the numerical values of the parameters which are detected by the sensors. LCD creates images on a flat surface by shining light through a combination of liquid crystals and polarized glass. The technology differs from CRT because a CRT uses a beam of electrons projected through a large glass tube to create images. The topologies according to which the Zig-bee can be connected are star, cluster tree, mesh etc. The devices which are connected to Zig-bee can be Full Function Devices (FFD’s) or Reduced Function Devices (RFD’s).
Zig-bee operation takes place in two states: Active, Sleep. Active state is used for receiving the data and Zig-bee is in sleep mode when the data reception does not take place.

SOFTWARE DESCRIPTION
The Pic-Basic Pro Compiler is the easiest way to program the fast and powerful Microchip Technology PIC-micro microcontrollers. Pic-Basic Pro converts BASIC programs into files that can be programmed directly into a PIC-micro MCU.
The Pic-Basic Pro Compiler features: BASIC commands, direct and library routine access to pins on PORTA, C, D, E, as well as PORTB, arrays, real IF..THEN..ELSE and interrupt processing in BASIC. The Pic-Basic Pro Compiler gives direct access to all of the PIC-micro MCU registers - I/O ports, A/D converters, hardware serial ports, etc. - easily and in BASIC. It automatically takes care of the page boundaries and RAM banks. It even includes built-in commands to control intelligent LCD modules. The Pic-Basic Pro Compiler instruction set is upward compatible with the BASIC Stamp II and Pro uses BS2 syntax. Programs can be compiled and programmed directly into a PIC-micro MCU, eliminating the need for a BASIC Stamp module. These programs execute much faster and may be longer than their Stamp equivalents. They may also be protected so no one can copy code. The Pic-Basic Pro Compiler is a DOS command line application (it also works in Windows) and runs on PC compatibles. It can create programs for any of Microchip's PIC-micro microcontrollers and works with most PICmicro
MCU programmers, including our EPIC Plus PICmicro Programmer.
The Pic-Basic Pro Compiler can also be used inside Microchip's MPLAB IDE. This allows programs to be edited and simulated within Windows. More information is on the MPLAB page.
Pic-Basic Pro Compiler now has limited support for the 12-bit core microcontrollers and BASIC source-level debugging. If maximum compatibility is need with the BASIC Stamp I, or would like to save a little money, or just don't need all the extra features in PicBasic Pro, please take a look at standard PicBasic Compiler.

APPLICATIONS
(a)Electric Power Generation, Transmission and Distribution
(b) Water and Sewage
(c) Buildings, Facilities and Environments
(d) Mass transit
(e) Manufacturing and Traffic signals
(f) Being an automated system less manpower is required

RESULT AND CONCLUSION
The importance of monitoring and controlling Industrial parameters lies in building efficient SCADA based wireless technology. Its applications range from providing security through intrusion detection to measuring important parameters such as Temperature, Light Intesity etc. Given the amount of literature on the problem of Data Acquisition and control and the promising recognition rates reported, one would be led to believe that the problem is nearly solved. Sadly this is not so. A main problem hampering most approaches is that they rely on several underlying assumptions that may be suitable in a controlled lab setting but do not generalize to arbitrary settings.
Several common assumptions include assuming absence of dust particles in the atmosphere of the room and ambient lighting conditions. In addition, recognition results presented in the literature are based on each author’s own collection of data, making comparisons of approaches impossible and also raising suspicion on the general applicability. To ameliorate these problems there is a need for the establishment of a standard database for the evaluation and comparison of techniques. SCADA-based wireless technology has gained significant academic and commercial interest lately with the goal of allowing workers and engineers to control sensitive industrial parameters with Zigbee modules. We are presenting an intelligent gesture interface for reliably commanding sensors and relays through a user-defined language.

FUTURE SCOPE
Data can be sent in a bi-directional way. The ultimate goal of this project is to develop a technology to aid in the further development of bi-directional communication between a PC and a remote robot. A user should be able to send data in a full duplex mode i.e. transmit and receive simultaneously. Data can be broadcasted. Broadcasted data can be sent which will enable data to reach multiple recipients. We can use SCADA to manage any kind of equipment. Typically, SCADA systems are used to automate complex industrial processes where human control is impractical systems where there are more control factors, and more fast-moving control factors, than human beings can comfortably manage.

REFERENCES
(1)IEEE Recommended Practice for Data Communications Between Remote Terminal Units and Intelligent Electronic Devices in a Substation, IEEE Std 1379-2000(Revision of IEEE Std 1379- 1997),21 September 2000
(2)Chan, E.-K., Ebenhoh, H., The implantation and evolution of a SCADA system for a large distribution network, Power Systems, IEEE Transactions on, Volume:7, Issue:1, Feb.1992
(3)Aung Naing Myint, “Design and Application of SCADA Based Control System for Filling Process (Interfacing and Monitoring)”, MTU, Mandalay, Myanmar, November 2007.
(4)Prof. James Trevelyan, “SCADA System Development-Design Study”, Dept. of Mechanical & Mat. Engineering, the University of Western Australia, June 2000.
(5)Michael P. Ward, An Architectural Framework For Describing Supervisory Control And Data Acquisition (SCADA) Systems, by Publishing Monterey, California, September 2004.
(6)Microchip Technology, ”PIC 16F87X DATA sheet 28/40-pin 8-bit CMOS FLASH Microcontrollers”, in USA,2001. Available:http://www.microcontroller.com/catalog/database.
(7)Gareth Talamini, Operator Interface Design for Industrial Control, Submitted for the degree of Bachelor of Engineering (honours) In the division of Electrical and Electronic Engineering, October 2004.
(8)Thomas L. Floyd, Electronic Devices Volume 2, Fourth Edition, Printed by Prentice-Hall Inc, A Simon and Schuster Company, New Jersey,1996
(9)Controlling of large Data Acquisition System using an Industrial SCADA system using Stefan Koestner,Member,IEEE,on behalf of the LHCb Online Group

Sunday, 28 February 2016

DESIGN AND DEVELOPMENT OF PLC AND SCADA BASED CONTROL PANEL FOR CONTINUOUS MONITORING OF 3-PHASE INDUCTION MOTOR

DESIGN AND DEVELOPMENT OF PLC AND SCADA BASED CONTROL PANEL FOR CONTINUOUS MONITORING OF 3-PHASE INDUCTION MOTOR

  Electrical and Electronics Project by Ravi Devani
ABSTRACT
Three phase squirrel cage induction motors are widely used motors in industry because of its rugged construction and negligible maintenance. To operate this kind of this motor star-delta starters are used .But ,because of its constant speed characteristics, many a times it is driven with the help of variable frequency drives. To have reliable operation its performance must be monitored continuously. The implementation of monitoring and control system for the induction motor based on programmable logic controller technology is described. Also the implementation of a hardware and software for speed control and protection with the result obtained from the test on induction motor performance is provided. Other performance parameters of three phase induction motors can also be monitored by the other control devices. Variable Frequency Drives (VFD) can also used to control the motor rotation direction and rotation speed of the three phase induction motor. All the required control and motor performance data will be taken to a personal computer via PLC for further analysis. Speed control from control side and protection from performance side will be priority.
Index Terms—Computer-controlled systems, computerized monitoring, electric drives, induction motors, programmable logic controllers (PLCs), variable frequency drives, voltage control, SCADA (Citect Software)

INTRODUCTION
Since technology for motion control of electric drives became available, the use of programmable logic controllers (PLCs) with power electronics in electric machines applications has been introduced in the manufacturing automation. AC induction motors (IMs) are used as actuators in many industrial processes. Although IMs are reliable, they are subjected to some undesirable stresses, causing faults resulting in failure. Monitoring of an IM is a fast emerging technology for the detection of initial faults. It avoids unexpected failure of an industrial process. Monitoring techniques can be classified as the conventional and the digital techniques. Classical monitoring techniques for three-phase IMs are generally provided by some combination of mechanical and electrical monitoring equipment. Mechanical forms of motor sensing are also limited in ability to detect electrical faults, such as stator insulation failures. In addition, the mechanical parts of the equipment can cause problems in the course of operation and can reduce the life and efficiency of a system.
In study, a computer based protection system has been introduced. Measurements of the voltages, currents, temperatures, and speed were achieved and transferred to the computer for final protection decision. In this paper, although all the variables of the motor were considered, usage of an analog-to-digital conversion (ADC) card increases the cost and the size of the system. A programmable integrated circuit (PIC) based protection system has been introduced in. The solutions of various faults of the phase currents, the phase voltages, the speed, and the winding temperatures of an IM occurring in operation have been achieved with the help of the microcontroller, but these electrical parameters have not been displayed on a screen.
Nowadays, the most widely used area of programmable logic controller (PLC) is the control circuits of industrial automation systems. In this method, all contactors, timers, relays, and the conversion card are eliminated. Moreover, the voltages, the currents, the speed, and the temperature values of the motor, and the problems occurred in the system, are monitored and warning messages are shown on the computer screen. PLC provides higher accuracy as well as safe and visual environment compared with the classical, the computer, and the PIC-based protection system. This use offers many advantages such as
1) Lower voltage drop when turned on and the ability to control motors and other equipment with a virtually unity power factor.
2) Many factories use PLCs in automation processes to diminish production cost and to increase quality and reliability.
3) Fault or error detection and correction is easy.
4) It has very less amount of component.
5) Maintenance is easy. Other applications include machine tools with improved precision computerized numerical control (CNC) due to the use of PLCs.
To obtain accurate industrial electric drive systems, it is necessary to use PLCs interfaced with power converters, personal computers, and other electric equipment. Disadvantage of this method is that this makes the equipment more sophisticated, complex, and expensive.
Other performance parameters of three phase induction motors can also be monitored by the other control devices. Variable Frequency Drives (VFD) can also use to control the motor rotation direction and rotation speed of the three phase induction motor. Many applications of induction motors require besides the motor control functionality, the handling of several specific analog and digital I/O signals, home signals, trip signals, on/off/reverse commands. In such cases, a control unit involving a PLC must be added to the system structure. In this paper presents a PLC-based monitoring and control system for a three-phase induction motor. It describes the design and implementation of the configured hardware and software. This configuration is interfaced on SCADA through PLC via RS232. Thus, the PLC correlates and controls the operational parameters to the speed set point requested by the user and monitors the induction motor system during normal operation and under trip conditions.

CONTROL SYSTEM OF INDUCTION MOTOR
In Fig. 1, the block diagram of the experimental system is illustrated. The following configurations can be obtained from this setup.
1) A closed-loop control system for constant speed operation, configured with speed feedback and load current feedback. The induction motor drives a variable load, is fed by an inverter, and the PLC controls the inverter V/f output.
2) An open-loop control system for variable speed operation. The induction motor drives a variable load and is fed by an inverter in constant V/f control mode. The PLC is inactivated.
3).The standard variable speed operation. The induction motor drives a variable load and is fed by a constant voltage-constant frequency standard three-phase supply.
The open-loop configuration can be obtained from the closed-loop configuration by removing the speed and load feedback. On the other hand, operation results if the entire control system is bypassed
   Electrical and Electronics Project by Ravi Devani
HARDWARE DESCRIPTION
The control system is implemented and tested for a Squirrel cage induction motor, having the technical specifications given in Table I. The three-phase power supply is connected to a three-phase main switch and then to 3 pole MCB which provides protection against current overloads. Then it is connected to variable frequency drives (VFD) which control speed of motor and we change direction of motor through PLC and this is interface on SCADA. Its technical specifications are summarized in Table II. Due to its versatility and compact dimensions the FR-E 500 EC is a frequency inverter (VFD) solving most effectively your individual drive tasks. Its extensive functions allow flexible applications.
Table I
INDUCTION MOTOR SPECIFICATION

Table II
VARIABLE FREQUENCY DRIVE SPECIFICATION


Fig. 1. Electrical diagram of experiment system
PLC AS SYSTEM CONTROLLER
A PLC is a microprocessor-based control system, designed for automation processes in industrial environments. It uses a programmable memory for the internal storage of user-orientated instructions for implementing specific functions such as arithmetic, counting, logic, sequencing, and timing. A PLC can be programmed to sense, activate, and control industrial equipment and, therefore, incorporates a number of I/O points, which allow electrical signals to be interfaced. Input devices and output devices of the process are connected to the PLC and the control program is entered into the PLC memory.
(fig.2)
Fig. 2. Control action of a PLC
In our application, it controls through analog and digital inputs and outputs the varying load-constant speed operation of an induction motor. Also, the PLC continuously monitors the inputs and activates the outputs according to the control program. This PLC system is of modular type composed of specific hardware building blocks (modules), which plug directly into a proprietary bus: a central processor unit (CPU), a power supply unit, input-output modules I/O, and a program terminal. Such a modular approach has the advantage that the initial configuration can be expanded for other future applications such as multimachine systems or computer linking. PLC configuration is shown in table III

SOFTWARE DESCRIPTION
PLC’s programming is based on the logic demands of input devices and the programs implemented are predominantly logical rather than numerical computational algorithms. Most of the programmed operations work on a straightforward two-state “on or off” basis and these alternate possibilities correspond to “true or false” (logical form) and “1 or 0” (binary form), respectively. Thus, PLCs offer a flexible programmable alternative to electrical circuit relay-based control systems built using analog devices.
The programming method used is to ladder diagram method.
The PLC program uses a cyclic scan in the main program loop such that periodic checks are made to the input variables .The program loop starts by scanning the inputs to the system and storing their states in fixed memory locations (input image memory I). The ladder program is then executed rung-by-rung. Scanning the program and solving the logic of the various ladder rungs determine the output states. The updated output states are stored in fixed memory locations (output image memory Q). The output values held in memory are then used to set and reset the physical outputs of the PLC simultaneously at the end of the program scan. For the given PLC, the time taken to complete one cycle or the scan time is 0, 18 ms/K (for 1000 steps) and with a maximum program capacity of 1000 steps.

TABLE III
PLC configuration


A.PLC Speed Control Mode
In Fig. 4, the flowchart of the speed control software is illustrated.The software
Read inputs Forward / reverse signal Start signal Speed set point signal nsp Speed feedback signal Stop signal Compute speed error signal If error =0 Correct V/f Update inverter Y N regulates the speed and monitors the constant speed control regardless of load variation. The inverter being the power supply for the motor executes this while, at the same time, it is controlled by PLC’s software. The inverter alone cannot keep the speed constant without the control loop with feedback and PLC.
 
Fig. 3. Flowchart of speed control software.
  Electrical and Electronics Project by Ravi Devani
From the SCADA, the operator selects the speed setpoint and the forward/backward direction of rotation. Then, by pressing the start button, the motor begins the rotation.
If the stop button is pushed, then the rotation stops. The corresponding input signals are interfaced to the DI and the output signals to the DO. The AIM receives the speed feedback signal from the tachogenerator, and the signal from the control panel. In this way, the PLC reads the requested speed and the actual speed of the motor. The difference between the requested speed by the operator and the actual speed of the motor gives the error signal. If the error signal is not zero, but positive or negative, then the PLC according to the computations carried out by the CPU decreases or increases the of the inverter and, as a result, the speed of the motor is corrected The implemented control is of proportional and integral (PI) type (i.e., the error signal is multiplied by gain Kp , integrated, and added to the requested speed). As a result, the control signal is sent to the DOM and connected to the digital input of the inverter to control V/f variations. At the beginning, the operator selects the gain Kp by using SCADA programming and the AIM receives its voltage drop as controller gain signal (0–10 V). The requested speed is selected using SCADA programming and the AIM reads this signal. Its value is sent to the AOM and displayed at the control panel (speed set point display). Another display of the control panel shows the actual speed computed from the speed feedback signal.

SCADA
The computer interface program has been written using package SCADA software known as Citect. The communication is achieved according to “SIMPPI” protocol between the PLC and a computer. This protocol is defined as follows.
Configuration: SIMPPI
Port: COMEX
Baud rate: 9600
Stop bit: 1
Data bit: 8
SCADA configuration is given in Table IV


TABLE IV
SCADA configuration

RESULTS
The system is tested during operation with varying loads including tests on induction motor speed control performance. The PLC monitors the motor operation and correlates the parameters according to the software. At the beginning, for reference purposes, the performance of Induction motor supplied from a standard 415 V, 50- Hz network is measured. Then, the experimental control system is operated during load condition in the two different modes.
a) Induction motor fed by the inverter and with PLC control;
b) Induction motor fed by the inverter.
a) Induction motor fed by the inverter
Generator voltage =230 V
Rated current=2.1 A
Speed set point=900 rpm
Fig .4.Experimental speed–%load of motor characteristics with inverter at speed set point 900rpm
b) Induction motor fed by the inverter and PLC
Generator voltage =230 V
Rated current=2.1 A
Speed set point=900 rpm
Fig .5.Experimental speed–%load of motor characteristics with PLC and inverter at speed set point 900rpm


Fig 6.Experimental speed–torque characteristics with PLC and Inverter

RESULT ON SCADA
 Speed set point=900 rpm
 
Fig .7.Experimental result on SCADA
The speed versus torque characteristics were studied in the range 500–1500 r/min and are illustrated in Fig. 6. The results show that configuration b) operates with varying speed-varying load torque characteristics for different speed set points .Configuration a) operates with constant-speed-varying load torque characteristics in the speed range 0–1400 r/min and 0–100% loads. However, in the range of speeds higher than 1400 r/min and loads higher than 70%, the system operates with varying-speed-varying-load and the constant speed was not possible to be kept. Thus, for nsp>=1400 r/min both configurations a) and b) have a similar torque-speed response. This fact shows that PI control for constant speed as implemented by the software with PLC is effective at speeds lower than 93% of the synchronous.

CONCLUSION
The monitoring control system of the induction motor driven by VFD and controlled by PLC proves its high accuracy in speed regulation at constant-speed-variable-load operation. The PLC proved to be a versatile and efficient control tool in industrial electric drives applications. The effectiveness of the PLC-based control software is satisfactory up to 96% of the synchronous speed
Despite the simplicity of the speed control method used, this system presents:
• Constant speed for changes in load,
• Full torque available over a wider speed range;
• Very good accuracy in closed-loop speed control scheme;
• overload protection.
Thus, the PLC proved to be a versatile and efficient control tool in industrial electric drives applications

REFERENCES
[1]Maria G. Ioannides (S’85–M’86–SM’90) graduated from the Electrical Engineering Department of the National Technical University of Athens (NTUA), Athens, Greece. Currently, she is Professor of Electric Drives at NTUA. Her research interests include control of electric machines, renewable energy systems, small and special electric motors, new materials
[2] G. Kaplan, “Technology 1992. Industrial electronics,” IEEE Spectr., vol. 29, pp. 47–48, Jan. 1992.
[3] , “Technology 1993. Industrial electronics,” IEEE Spectr., vol. 30, pp. 58–60, Jan. 1993.
[4] A. R. Al-Ali, M. M. Negm, and M. Kassas, “A PLC based power factor controller for a 3-phase induction motor,” in Proc. Conf. Rec. IEEE Industry  Applications, vol. 2, 2000, pp. 1065–1072.

[5] A. Hossain and S. M. Suyut, “Monitoring and controlling of a real time  industrial process using dynamic model control technology,” in Proc. IEEE Ind. Applicat. Soc. Workshop on Dynamic Modeling Control Applications  for Industry, 1997, pp. 20–25.
  Electrical and Electronics Project by Ravi Devani