Pub Date : 2016-07-04DOI: 10.1109/ICPEICES.2016.7853432
Arnab Ghosh, N. Chakraborty
In order to eliminate the problems associated with the conventional grids, smart grids are coming into existence nowadays. One of the advantages of smart grid is that it can utilize both conventional and non conventional sources of energy to meet the load demands and sends the monitored data to control station in digital form. ZigBee has been identified earlier as the one of the most suitable wireless technology for Home Area Networks (HAN) of smart grid. Mesh network topology provides the secure and reliable means of data transmission in case of ZigBee network to be implemented in smart grid. In this work, a smart grid network has been designed to be developed in Jadavpur University Saltlake Campus, Kolkata (22.5733°N, 88.4137°E). The wireless sensor nodes have been identified in different areas of the campus and the load of different buildings has been monitored. Solar and wind power system controlled by WSN technologies has been also installed to meet the excess load demands. A central control station will monitor the load distribution throughout the campus and hence will make load leveling possible. Optimum numbers of wireless nodes have been planned to ensure that all the buildings are covered along with continuous and reliable data delivery to the control station. Dijkstra's algorithm has been chosen for initial test purpose which has been planned to be replaced by a more energy efficient algorithm in the future.
{"title":"Design of smart grid in an University Campus using ZigBee mesh networks","authors":"Arnab Ghosh, N. Chakraborty","doi":"10.1109/ICPEICES.2016.7853432","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853432","url":null,"abstract":"In order to eliminate the problems associated with the conventional grids, smart grids are coming into existence nowadays. One of the advantages of smart grid is that it can utilize both conventional and non conventional sources of energy to meet the load demands and sends the monitored data to control station in digital form. ZigBee has been identified earlier as the one of the most suitable wireless technology for Home Area Networks (HAN) of smart grid. Mesh network topology provides the secure and reliable means of data transmission in case of ZigBee network to be implemented in smart grid. In this work, a smart grid network has been designed to be developed in Jadavpur University Saltlake Campus, Kolkata (22.5733°N, 88.4137°E). The wireless sensor nodes have been identified in different areas of the campus and the load of different buildings has been monitored. Solar and wind power system controlled by WSN technologies has been also installed to meet the excess load demands. A central control station will monitor the load distribution throughout the campus and hence will make load leveling possible. Optimum numbers of wireless nodes have been planned to ensure that all the buildings are covered along with continuous and reliable data delivery to the control station. Dijkstra's algorithm has been chosen for initial test purpose which has been planned to be replaced by a more energy efficient algorithm in the future.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"123 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":"134245853","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.2016.7853061
Tabish Nazir Mir, A. H. Bhat
Variable speed induction motor drives for constant torque applications often employ Pulse Width Modulated Voltage Source Inverters for exercising speed control through constant volts/hertz control. Although such drive systems offer a wide range of speed control, they however create severe power quality problems on the source side. In order to overcome these power quality problems, an alternative drive system has been proposed in this paper for exercising constant volts/hertz control in induction motors by means of Matrix Converters. Matrix Converters are a relatively new breed of AC voltage controllers that offer a controllable output voltage at unrestricted frequency while maintaining desirable power quality at input as well as output. Besides serving as an improved power quality drive, a matrix converter based induction motor drive offers single stage AC to AC conversion, hence eliminating the need for a heavy D.C link capacitor that is otherwise required in a conventional drive system.
{"title":"Comparative analysis of Pulse Width Modulated Voltage Source Inverter fed induction motor drive and Matrix Converter fed induction motor drive","authors":"Tabish Nazir Mir, A. H. Bhat","doi":"10.1109/ICPEICES.2016.7853061","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853061","url":null,"abstract":"Variable speed induction motor drives for constant torque applications often employ Pulse Width Modulated Voltage Source Inverters for exercising speed control through constant volts/hertz control. Although such drive systems offer a wide range of speed control, they however create severe power quality problems on the source side. In order to overcome these power quality problems, an alternative drive system has been proposed in this paper for exercising constant volts/hertz control in induction motors by means of Matrix Converters. Matrix Converters are a relatively new breed of AC voltage controllers that offer a controllable output voltage at unrestricted frequency while maintaining desirable power quality at input as well as output. Besides serving as an improved power quality drive, a matrix converter based induction motor drive offers single stage AC to AC conversion, hence eliminating the need for a heavy D.C link capacitor that is otherwise required in a conventional drive system.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"48 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":"131796798","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.2016.7853207
V. Sehgal, Soumitra Mehrotra, H. Marwah
The upcoming technology where machine to machine communication is possible by deploying the intelligent sensors on machine for smart interaction. Internet of things (IoT) gives a wide scope in many application domains where number of smart gadgets per person is increasing exponentially with time. The automobile sector is also one of the application domain where vehicle can be made intelligent by using IoT. This paper presents the interface of Arduino Uno R3 development board, sensor shield and smartphone. The proposed schematic is for car security which gives the access of car through internet and GPS, to the owner of car, in case car is stolen or damaged.
即将到来的技术是通过在机器上部署智能传感器进行智能交互，使机器对机器通信成为可能。物联网(IoT)在许多应用领域提供了广泛的应用范围，人均智能设备的数量随着时间的推移呈指数级增长。汽车领域也是通过物联网实现车辆智能化的应用领域之一。本文介绍了Arduino Uno R3开发板、传感器屏蔽和智能手机的接口。提出的方案是为了汽车安全，通过互联网和GPS访问汽车，车主，以防汽车被盗或损坏。
{"title":"Car security using Internet of Things","authors":"V. Sehgal, Soumitra Mehrotra, H. Marwah","doi":"10.1109/ICPEICES.2016.7853207","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853207","url":null,"abstract":"The upcoming technology where machine to machine communication is possible by deploying the intelligent sensors on machine for smart interaction. Internet of things (IoT) gives a wide scope in many application domains where number of smart gadgets per person is increasing exponentially with time. The automobile sector is also one of the application domain where vehicle can be made intelligent by using IoT. This paper presents the interface of Arduino Uno R3 development board, sensor shield and smartphone. The proposed schematic is for car security which gives the access of car through internet and GPS, to the owner of car, in case car is stolen or damaged.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"8 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":"130765366","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.2016.7853307
Utkarsh Sharma, Shailendra Kumar, Bhim Singh
This paper presents a solar PV array fed water pumping system using an induction motor drive (IMD). There are two stages in the solar array fed water pumping system, its first stage extracts the maximum power from the solar PV (Photo Voltaic) array by controlling the duty ratio of the DC-DC boost converter. To control the duty ratio, an INC (Incremental Conductance) based MPPT (Maximum Power Point Tracking) control technique is utilized. In the second stage, V/f(Voltage/ Frequency) controller based on sinusoidal pulse width modulation (SPWM) is utilized to control the switching pulses of the VSI (Voltage Source Inverter). The stator frequency of the IMD is controlled by controlling the frequency of SPWM. The prototype of SPV powered IMD coupled with a pump is developed in the laboratory to examine the performance under different operating conditions.
{"title":"Solar array fed water pumping system using induction motor drive","authors":"Utkarsh Sharma, Shailendra Kumar, Bhim Singh","doi":"10.1109/ICPEICES.2016.7853307","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853307","url":null,"abstract":"This paper presents a solar PV array fed water pumping system using an induction motor drive (IMD). There are two stages in the solar array fed water pumping system, its first stage extracts the maximum power from the solar PV (Photo Voltaic) array by controlling the duty ratio of the DC-DC boost converter. To control the duty ratio, an INC (Incremental Conductance) based MPPT (Maximum Power Point Tracking) control technique is utilized. In the second stage, V/f(Voltage/ Frequency) controller based on sinusoidal pulse width modulation (SPWM) is utilized to control the switching pulses of the VSI (Voltage Source Inverter). The stator frequency of the IMD is controlled by controlling the frequency of SPWM. The prototype of SPV powered IMD coupled with a pump is developed in the laboratory to examine the performance under different operating conditions.","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":"114942222","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.2016.7853643
Santosh Kumar Henge, B. Rama
OCR is the most active, interesting evaluation invention of text cum character processing recognition and pattern based image recognition. In present life OCR has been successfully using in finance, legal, banking, health care and home need appliances. The OCR consists the different levels of processing methods like as Image Pre Acquisition, Classification, Post-Acquisition, Pre-Level processing, Segmented Processing, Post-Level processing, Feature Extraction. The many researchers are proposed various levels of different methodologies and approaches in different versions of languages with help of modern and traditional technologies. This paper expressed the detail study and analysis of various character recognition methods and approaches: in details like as flow and type of approached methodology was used, type of algorithm has built with support of technology has implemented background of the proposed methodology and invention best outcomes flow for the each methodology. This paper and also expressed the main objectives and ideology of various OCR algorithms, like as neural networks algorithm, structural algorithm, support vector algorithm, statistical algorithm, template matching algorithm along with how they classified, identified, rule formed, inferred for recognition of characters and symbols.
{"title":"Comprative study with analysis of OCR algorithms and invention analysis of character recognition approched methodologies","authors":"Santosh Kumar Henge, B. Rama","doi":"10.1109/ICPEICES.2016.7853643","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853643","url":null,"abstract":"OCR is the most active, interesting evaluation invention of text cum character processing recognition and pattern based image recognition. In present life OCR has been successfully using in finance, legal, banking, health care and home need appliances. The OCR consists the different levels of processing methods like as Image Pre Acquisition, Classification, Post-Acquisition, Pre-Level processing, Segmented Processing, Post-Level processing, Feature Extraction. The many researchers are proposed various levels of different methodologies and approaches in different versions of languages with help of modern and traditional technologies. This paper expressed the detail study and analysis of various character recognition methods and approaches: in details like as flow and type of approached methodology was used, type of algorithm has built with support of technology has implemented background of the proposed methodology and invention best outcomes flow for the each methodology. This paper and also expressed the main objectives and ideology of various OCR algorithms, like as neural networks algorithm, structural algorithm, support vector algorithm, statistical algorithm, template matching algorithm along with how they classified, identified, rule formed, inferred for recognition of characters and symbols.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"50 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":"115464210","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.2016.7853258
H. Dhiman, A. Deshpande
As the wind power penetration continues to increase in the modern day electrification, the stabilized operation of wind farms interconnected with grids pose an alarming situation. Typically for an asymmetric grid fault, whose probability of occurrence is more than 70%, the voltage and VAR profile of the wind farm gets disturbed thus leading to erroneous operation of wind energy conversion system. LVRT (Low Voltage Ride-Through) requirements for the wind energy conversion systems typically for an offshore based grid interconnection are still under discussion. This paper presents a FACT device based LVRT capability, where the FACT device injects 1pu reactive current in the grid during asymmetric faults as well as symmetric three phase faults.
{"title":"Fault Ride-Through study of PMSG based offshore wind farms during grid faults","authors":"H. Dhiman, A. Deshpande","doi":"10.1109/ICPEICES.2016.7853258","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853258","url":null,"abstract":"As the wind power penetration continues to increase in the modern day electrification, the stabilized operation of wind farms interconnected with grids pose an alarming situation. Typically for an asymmetric grid fault, whose probability of occurrence is more than 70%, the voltage and VAR profile of the wind farm gets disturbed thus leading to erroneous operation of wind energy conversion system. LVRT (Low Voltage Ride-Through) requirements for the wind energy conversion systems typically for an offshore based grid interconnection are still under discussion. This paper presents a FACT device based LVRT capability, where the FACT device injects 1pu reactive current in the grid during asymmetric faults as well as symmetric three phase faults.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"50 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":"115602337","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.2016.7853072
R. Pindoriya, A. K. Mishra, B. Rajpurohit, R. Kumar
Motor is the heart of many industrial automation and motion control applications. Brushless DC (BLDC) motor drives are widely used in a many applications, ranging from low to high power applications, because of their high efficiency, low maintenance, require small space, salient operation and high torque to power ratio, etc. The rotor position must be acquired in order to drive a BLDC motor. The position of the rotor is known by hall sensors and encoders, but when these types of sensors are used to drive BLDC motor, the circuits become very complex and large. Therefore accuracy and performance of BLDC motor drivers should be enhanced through sensorless technology. Many sensorless methods are existing in literature to sense the rotor position of motor, but this paper explain and proposed zero crossing back-EMF detection method. This paper work on analysis of sensorless techniques to sense the rotor position and PWM based speed control of inverter-fed sensorless BLDC motor. Modeling and simulation of three-phase star connected sensorless BLDC motor is done in MATLAB/Simulink environment. An accurate speed estimation has been achieved by using back EMF zero crossing speed estimation method. Fast response with negligible settling time has been obtained by this method of sensorless speed estimation of BLDC motor.
{"title":"Analysis of position and speed control of sensorless BLDC motor using zero crossing back-EMF technique","authors":"R. Pindoriya, A. K. Mishra, B. Rajpurohit, R. Kumar","doi":"10.1109/ICPEICES.2016.7853072","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853072","url":null,"abstract":"Motor is the heart of many industrial automation and motion control applications. Brushless DC (BLDC) motor drives are widely used in a many applications, ranging from low to high power applications, because of their high efficiency, low maintenance, require small space, salient operation and high torque to power ratio, etc. The rotor position must be acquired in order to drive a BLDC motor. The position of the rotor is known by hall sensors and encoders, but when these types of sensors are used to drive BLDC motor, the circuits become very complex and large. Therefore accuracy and performance of BLDC motor drivers should be enhanced through sensorless technology. Many sensorless methods are existing in literature to sense the rotor position of motor, but this paper explain and proposed zero crossing back-EMF detection method. This paper work on analysis of sensorless techniques to sense the rotor position and PWM based speed control of inverter-fed sensorless BLDC motor. Modeling and simulation of three-phase star connected sensorless BLDC motor is done in MATLAB/Simulink environment. An accurate speed estimation has been achieved by using back EMF zero crossing speed estimation method. Fast response with negligible settling time has been obtained by this method of sensorless speed estimation of BLDC motor.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"80 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":"121471805","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.2016.7853402
M. Srivastava, Priyanka Bhanja, Suhaib Fayaz Mir
This paper presents a new floating general element simulator configuration which comprises of two VDCC and three grounded passive components. This circuit can realize floating resistor; floating capacitor and floating inductor depending on the choice of different passive components. The proposed circuit do not require any component matching condition(s). The realized floating resistor; inductor and capacitor can be tuned electrically by changing transconductances of VDCC. The workability of presented configuration has been demonstrated by SPICE Simulations.
{"title":"A new configuration for simulating passive elements in floating state employing VDCCs and grounded passive elements","authors":"M. Srivastava, Priyanka Bhanja, Suhaib Fayaz Mir","doi":"10.1109/ICPEICES.2016.7853402","DOIUrl":"https://doi.org/10.1109/ICPEICES.2016.7853402","url":null,"abstract":"This paper presents a new floating general element simulator configuration which comprises of two VDCC and three grounded passive components. This circuit can realize floating resistor; floating capacitor and floating inductor depending on the choice of different passive components. The proposed circuit do not require any component matching condition(s). The realized floating resistor; inductor and capacitor can be tuned electrically by changing transconductances of VDCC. The workability of presented configuration has been demonstrated by SPICE Simulations.","PeriodicalId":305942,"journal":{"name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","volume":"8 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":"123448355","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.2016.7853572
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}
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