Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853068
Kamaldeep, J. Kumar
Power converter is an important technology in industrial process, train traction and ship propulsion powered by different electric drive system. In this paper, sub-multilevel inverter is used to obtained multilevel waveform which uses reduced number of switches in comparison of other conventional multilevel inverter for same output levels. A comparison of THD produced in the output voltage generated using 7 level sub-multilevel inverter by employing two switching schemes i.e. nearest level control and selective harmonic elimination have been made. Simulation studies in MATLAB/SIMULINK environment have been carried out for 7 level sub-multilevel inverter. Based on simulation results, it is observed that THD in output voltage is less when selective harmoni elimination technique is employed as compared to nearest level control technique.
{"title":"Switch reduction and performance analysis using different modulation technique in multilevel inverter","authors":"Kamaldeep, J. Kumar","doi":"10.1109/ICPEICES.2016.7853068","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853068","url":null,"abstract":"Power converter is an important technology in industrial process, train traction and ship propulsion powered by different electric drive system. In this paper, sub-multilevel inverter is used to obtained multilevel waveform which uses reduced number of switches in comparison of other conventional multilevel inverter for same output levels. A comparison of THD produced in the output voltage generated using 7 level sub-multilevel inverter by employing two switching schemes i.e. nearest level control and selective harmonic elimination have been made. Simulation studies in MATLAB/SIMULINK environment have been carried out for 7 level sub-multilevel inverter. Based on simulation results, it is observed that THD in output voltage is less when selective harmoni elimination technique is employed as compared to nearest level control technique.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126347054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This paper presents a Graphical User Interface based solution for comparing technical parameters of any two solar charge controllers. The main objective of this system is to bring the industrial appliances/devices and the communication equipment's on the same platform. Today most of the solar devices need an advanced control and direct interaction with their user for providing better aesthetics and to have ample efficiency to live up to the customer needs. Hence this GUI solution has the prowess to provide better connectivity between user and the application and also has the expertise in integrating itself with various logging, monitoring and connecting appliances. Its proficiency can be increased by integrating with certain other software and hardware.
{"title":"Smart Graphical Comparator for solar charge controllers","authors":"Chandnee Srivastava, Sonal Jain, Sandeep Kumar Agrawal","doi":"10.1109/ICPEICES.2016.7853098","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853098","url":null,"abstract":"This paper presents a Graphical User Interface based solution for comparing technical parameters of any two solar charge controllers. The main objective of this system is to bring the industrial appliances/devices and the communication equipment's on the same platform. Today most of the solar devices need an advanced control and direct interaction with their user for providing better aesthetics and to have ample efficiency to live up to the customer needs. Hence this GUI solution has the prowess to provide better connectivity between user and the application and also has the expertise in integrating itself with various logging, monitoring and connecting appliances. Its proficiency can be increased by integrating with certain other software and hardware.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126077193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853166
R. Garg, Soumyadeep Ray, N. Gupta
Power factor improvement for nonlinear loads is the point of interest for researchers in recent scenario. Power factor plays a major role in efficiency of electrical system. The Purpose of this paper is to show the effectiveness of Magnetic Energy Recovery Switch (MERS) for power factor improvement by using proper control strategy. The MERS is characterized by simple configuration of four active switching devices with one DC capacitor, per phase. The three modes of operation are discussed. Simulation on MATLAB/ Simulink environment is conducted with resistive inductive load and results are compared with and without MERS to show the effectiveness of proposed switch for power factor improvement.
{"title":"Reactive power compensation and power factor improvement using fast active switching technique","authors":"R. Garg, Soumyadeep Ray, N. Gupta","doi":"10.1109/ICPEICES.2016.7853166","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853166","url":null,"abstract":"Power factor improvement for nonlinear loads is the point of interest for researchers in recent scenario. Power factor plays a major role in efficiency of electrical system. The Purpose of this paper is to show the effectiveness of Magnetic Energy Recovery Switch (MERS) for power factor improvement by using proper control strategy. The MERS is characterized by simple configuration of four active switching devices with one DC capacitor, per phase. The three modes of operation are discussed. Simulation on MATLAB/ Simulink environment is conducted with resistive inductive load and results are compared with and without MERS to show the effectiveness of proposed switch for power factor improvement.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130705311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853572
Anirban Dutta, Snigdhajyoti Das, B. Tudu, K. Mandal
Economic Load Dispatch (ELD) is an important problem in power system optimization. It helps to create very efficient unit management plans and keeps the generation cost to a minimum. In this paper, we have addressed ELD problem with a novel improved algorithm called Elitist Cuckoo Search (ECS) keeping in mind the practical constraints of a plant such as generation ramp rate and prohibited zones of operation. The transmission network losses are also taken into account. The effectiveness of the proposed algorithm is tested on a sample test system consisting of fifteen generating units. It is observed that both Cuckoo Search (CS) and Improved Cuckoo Search (ICS) are trapped in local minima and give worse convergence characteristics when compared to other meta-heuristic algorithms applied to the same test case. Hence in order to improve the performance, reduce the probability of getting trapped in local optima and to improve the convergence characteristics of these two Cuckoo Search algorithms, a new method called Elitist Cuckoo Search (ECS) is introduced and is shown to be superior than Cuckoo Search, Improved Cuckoo Search and other well-known meta-heuristic algorithms.
{"title":"A novel improved algorithm using Cuckoo Search for Economic Load Dispatch","authors":"Anirban Dutta, Snigdhajyoti Das, B. Tudu, K. Mandal","doi":"10.1109/ICPEICES.2016.7853572","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853572","url":null,"abstract":"Economic Load Dispatch (ELD) is an important problem in power system optimization. It helps to create very efficient unit management plans and keeps the generation cost to a minimum. In this paper, we have addressed ELD problem with a novel improved algorithm called Elitist Cuckoo Search (ECS) keeping in mind the practical constraints of a plant such as generation ramp rate and prohibited zones of operation. The transmission network losses are also taken into account. The effectiveness of the proposed algorithm is tested on a sample test system consisting of fifteen generating units. It is observed that both Cuckoo Search (CS) and Improved Cuckoo Search (ICS) are trapped in local minima and give worse convergence characteristics when compared to other meta-heuristic algorithms applied to the same test case. Hence in order to improve the performance, reduce the probability of getting trapped in local optima and to improve the convergence characteristics of these two Cuckoo Search algorithms, a new method called Elitist Cuckoo Search (ECS) is introduced and is shown to be superior than Cuckoo Search, Improved Cuckoo Search and other well-known meta-heuristic algorithms.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128798343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853563
M. Murali, Archana Gokhale, Amit Pandey, Ekta Sharma
The Static Synchronous Compensator (STATCOM) is one of the most widely used Flexible AC Transmission System (FACTS) device which is based on a voltage source converter with a dc link capacitor. This paper presents the mathematical modelling of STATCOM in dq domain, with the Q-Vdc controller to control the reactive power flow in the system and to maintain the dc voltage at a constant value. The control of the voltage source converter(VSC) is achieved by controlling the duty cycle of the inverter devices in Park's domain (dd and dq). Design, analysis and comparison of Proportional-Integral (PI) and Proportional-Integral-Derivative (PID) controllers for this scheme is presented.
{"title":"Modelling, design and comparison of PI and PID controllers for Static Synchronous Compensator (STATCOM)","authors":"M. Murali, Archana Gokhale, Amit Pandey, Ekta Sharma","doi":"10.1109/ICPEICES.2016.7853563","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853563","url":null,"abstract":"The Static Synchronous Compensator (STATCOM) is one of the most widely used Flexible AC Transmission System (FACTS) device which is based on a voltage source converter with a dc link capacitor. This paper presents the mathematical modelling of STATCOM in dq domain, with the Q-Vdc controller to control the reactive power flow in the system and to maintain the dc voltage at a constant value. The control of the voltage source converter(VSC) is achieved by controlling the duty cycle of the inverter devices in Park's domain (dd and dq). Design, analysis and comparison of Proportional-Integral (PI) and Proportional-Integral-Derivative (PID) controllers for this scheme is presented.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"182 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132300307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853556
Varsha Jaiswal, S. S. Thakur, B. Mishra
This paper proposes a new technique of state estimation (SE) for electric power systems. In the proposed scheme, the Phasor Measurement Units (PMU) are first placed optimally using Greedy Algorithm for cost reduction, while complete observability of system is also obtained. The SE uses a linear measurement model to obtain the estimated states directly, without any iteration, thereby improves the quality of the estimated data base. To reveal the efficacy of the proposed scheme it has been tested on standard IEEE 5-bus, 14-bus, 30-bus, 57-bus and 118-Bus test systems and the test results are presented.
{"title":"Optimal placement of PMUs using Greedy Algorithm and state estimation","authors":"Varsha Jaiswal, S. S. Thakur, B. Mishra","doi":"10.1109/ICPEICES.2016.7853556","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853556","url":null,"abstract":"This paper proposes a new technique of state estimation (SE) for electric power systems. In the proposed scheme, the Phasor Measurement Units (PMU) are first placed optimally using Greedy Algorithm for cost reduction, while complete observability of system is also obtained. The SE uses a linear measurement model to obtain the estimated states directly, without any iteration, thereby improves the quality of the estimated data base. To reveal the efficacy of the proposed scheme it has been tested on standard IEEE 5-bus, 14-bus, 30-bus, 57-bus and 118-Bus test systems and the test results are presented.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132092772","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853347
Gawade Prathamesh Pratap, R. Chauhan
Lung cancer keeps on changing on various medical factors depending on topographic areas. The identification of Lung cancer at initial stages is of extreme importance if it is intended to degrade high mortality rate. The worldwide lung screening program focuses to imagine PET/CT examinations amongst most matured gatherings at danger to upgrade the early location rate. In spite of the fact that utilization of obtrusive procedures, side effects scarcely show up until infection is propelled making it troublesome for radiologist to recognize sores. Every year, the American Cancer Society appraises the quantities of new growth cases and passing that will happen in the world in the present year and aggregates the latest information on tumor frequency, mortality, and survival. Genuine and precise information is the basis of disease control initiatives. More than 3/4th of the illness is identified with tobacco utilization. Furthermore, hereditary components, presentation to ecological poisons, second hand smoking expand illness quickly. Cures including chemotherapy, radiotherapy, surgery, epidermal open medications raise survival rate and personal satisfaction. This strategy is more about diagnosing at ahead of schedule and critical stages with keen computational procedures with different noise elimination by segmentation strategies and calculations which is the root idea of digital image processing. Location of CT pictures received from cancer research organizations is investigated utilizing MATLAB.
{"title":"Detection of Lung cancer cells using image processing techniques","authors":"Gawade Prathamesh Pratap, R. Chauhan","doi":"10.1109/ICPEICES.2016.7853347","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853347","url":null,"abstract":"Lung cancer keeps on changing on various medical factors depending on topographic areas. The identification of Lung cancer at initial stages is of extreme importance if it is intended to degrade high mortality rate. The worldwide lung screening program focuses to imagine PET/CT examinations amongst most matured gatherings at danger to upgrade the early location rate. In spite of the fact that utilization of obtrusive procedures, side effects scarcely show up until infection is propelled making it troublesome for radiologist to recognize sores. Every year, the American Cancer Society appraises the quantities of new growth cases and passing that will happen in the world in the present year and aggregates the latest information on tumor frequency, mortality, and survival. Genuine and precise information is the basis of disease control initiatives. More than 3/4th of the illness is identified with tobacco utilization. Furthermore, hereditary components, presentation to ecological poisons, second hand smoking expand illness quickly. Cures including chemotherapy, radiotherapy, surgery, epidermal open medications raise survival rate and personal satisfaction. This strategy is more about diagnosing at ahead of schedule and critical stages with keen computational procedures with different noise elimination by segmentation strategies and calculations which is the root idea of digital image processing. Location of CT pictures received from cancer research organizations is investigated utilizing MATLAB.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128506972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853522
Y. Kumar, R. Bhimasingu
The fruitfulness of the microgrids' installation depend upon the design of effective control system that can commendably handle various uncertainties such as renewable energy intermittencies, dynamic variations of nonlinear/reactive loads, disturbances during connect/disconnect with utility grid, faults, inverter failures, etc. There are many simulation tools available for microgrid modeling and testing its controllers before the actual system is deployed. Howbeit, for best validation, it is always recommended to test in a real-time rather than in simulation. But, testing with real equipment is not affordable for research purpose. Further, many real-time simulators such as RTDS, RT-Lab, eMEGAsim, Typhoon-HIL, HRTSim, dSPACE, etc., brought a concept called hardware-in-the-loop (HIL) setup, that possess the advantages of both simulation and experiment. However, all these existing HIL setups are still expensive to use them for the research conducting in academic institutions. With this intent, this paper suggests some alternative and low cost HIL setups with COTS units usually available in laboratories of academic institutions such as MATLAB, LabVIEW, PLC, RTU, SCADA to simulate and test the microgrids in real-time.
{"title":"Alternative hardware-in-the-loop (HIL) setups for real-time simulation and testing of microgrids","authors":"Y. Kumar, R. Bhimasingu","doi":"10.1109/ICPEICES.2016.7853522","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853522","url":null,"abstract":"The fruitfulness of the microgrids' installation depend upon the design of effective control system that can commendably handle various uncertainties such as renewable energy intermittencies, dynamic variations of nonlinear/reactive loads, disturbances during connect/disconnect with utility grid, faults, inverter failures, etc. There are many simulation tools available for microgrid modeling and testing its controllers before the actual system is deployed. Howbeit, for best validation, it is always recommended to test in a real-time rather than in simulation. But, testing with real equipment is not affordable for research purpose. Further, many real-time simulators such as RTDS, RT-Lab, eMEGAsim, Typhoon-HIL, HRTSim, dSPACE, etc., brought a concept called hardware-in-the-loop (HIL) setup, that possess the advantages of both simulation and experiment. However, all these existing HIL setups are still expensive to use them for the research conducting in academic institutions. With this intent, this paper suggests some alternative and low cost HIL setups with COTS units usually available in laboratories of academic institutions such as MATLAB, LabVIEW, PLC, RTU, SCADA to simulate and test the microgrids in real-time.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130206242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853085
Anupam Kamboj, S. Chanana
The conventional sources and central generation systems are becoming outdated. Moreover, they don't seem to be capable of fulfilling the growing energy demand in future and are major cause of pollution and Green House effect. In recent years, Renewable Energy and Distributed Generation systems have become a hot topic and a lot of research is carried out in these fields. In this paper, a renewable energy micro-grid containing PV and wind energy sources with Micro-Turbine, Fuel cell, Battery and Grid as backup sources is studied. The total operational cost and emissions of the micro-grid(MG) are minimized to obtain the optimal power schedule of a day. For this purpose, a mixed integer non-linear programming (MINLP) method is used and results are compared with other programming algorithms like Particle Swarm optimization (PSO) and Genetic algorithm (GA).
{"title":"Optimization of cost and emission in a Renewable Energy micro-grid","authors":"Anupam Kamboj, S. Chanana","doi":"10.1109/ICPEICES.2016.7853085","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853085","url":null,"abstract":"The conventional sources and central generation systems are becoming outdated. Moreover, they don't seem to be capable of fulfilling the growing energy demand in future and are major cause of pollution and Green House effect. In recent years, Renewable Energy and Distributed Generation systems have become a hot topic and a lot of research is carried out in these fields. In this paper, a renewable energy micro-grid containing PV and wind energy sources with Micro-Turbine, Fuel cell, Battery and Grid as backup sources is studied. The total operational cost and emissions of the micro-grid(MG) are minimized to obtain the optimal power schedule of a day. For this purpose, a mixed integer non-linear programming (MINLP) method is used and results are compared with other programming algorithms like Particle Swarm optimization (PSO) and Genetic algorithm (GA).","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131084298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853387
Richa Singh, Ambreesh Kumar, Rajneesh Sharma
An Ant Colony Optimization (ACO) based Fractional Fuzzy PID controller is proposed in this paper. The resulting controller Ant Colony Fractional Fuzzy PID (AFrFPID) Controller incorporates the characteristics of the Ant Colony System and Fuzzy Control for controlling integer and fractional order plants. Fractional Order PID (FOPID) controllers show better performance for systems that have non-linear and time varying variables. However; the complexity of designing FOPID parameters is increased due to increase in tuning parameters (from 3 to 5). To obtain an initial estimate of these five parameters; the bio-inspired ACO algorithm is used. Ant Colony Optimization is a population based meta-heuristic technique which from the behavior of real ant colonies to find solutions to discrete optimization problems. Fuzzy Control is used to further fine tune the parameters for better control. MATLAB Simulations are presented and the performance of the AFrFPID controller is validated.
{"title":"Fractional Order PID Control using Ant Colony Optimization","authors":"Richa Singh, Ambreesh Kumar, Rajneesh Sharma","doi":"10.1109/ICPEICES.2016.7853387","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853387","url":null,"abstract":"An Ant Colony Optimization (ACO) based Fractional Fuzzy PID controller is proposed in this paper. The resulting controller Ant Colony Fractional Fuzzy PID (AFrFPID) Controller incorporates the characteristics of the Ant Colony System and Fuzzy Control for controlling integer and fractional order plants. Fractional Order PID (FOPID) controllers show better performance for systems that have non-linear and time varying variables. However; the complexity of designing FOPID parameters is increased due to increase in tuning parameters (from 3 to 5). To obtain an initial estimate of these five parameters; the bio-inspired ACO algorithm is used. Ant Colony Optimization is a population based meta-heuristic technique which from the behavior of real ant colonies to find solutions to discrete optimization problems. Fuzzy Control is used to further fine tune the parameters for better control. MATLAB Simulations are presented and the performance of the AFrFPID controller is validated.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"56 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131726381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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