2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)最新文献
Pub Date : 2016-11-01DOI: 10.1109/CIPECH.2016.7918751
Deepika Joshi, Anjali Jain, Ashish Mani
Economical dispatch of power is a significant real time optimization problem in the operation of power system, which allocates the loads on the committed generating units to reduce the generation cost, while meeting all the inequality and equality constraints. Traditionally, economic load dispatch problems have been formulated as convex optimization problem and various classical methods such as gradient methods, base-point participation factor method, etc. have been used for solving them. The traditional formulation is a quadratic input-output curve or piece wise linear cost curve, which are continuous and convex, however, real generating units have valve loading effects, which make the cost curve discontinuous and non-convex and hence the economic dispatch problem is no longer simple to handle. Thus, the classical methods cannot be employed for non-convex problems. The non-convex, non-linear and discontinuous economic dispatch (ED) problem can be better solved by metaheuristic approaches. Such approaches often require tuning of their respective evolutionary parameters. Although, solution to such type of problem have already been solved by different metaheuristic optimization techniques in previous studies as well, however, the algorithm employed in this paper to solve Power Economic Load Dispatch (PELD) problem is adaptive real coded quantum-inspired evolutionary algorithm, which does not require tuning of evolutionary parameters and performs better than some of the existing techniques on standard 6-bus 3 machine system and IEEE 14 bus 5 unit system.
{"title":"Solving Economic Load Dispatch problem with valve loading effect using adaptive real coded quantum-inspired evolutionary algorithm","authors":"Deepika Joshi, Anjali Jain, Ashish Mani","doi":"10.1109/CIPECH.2016.7918751","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918751","url":null,"abstract":"Economical dispatch of power is a significant real time optimization problem in the operation of power system, which allocates the loads on the committed generating units to reduce the generation cost, while meeting all the inequality and equality constraints. Traditionally, economic load dispatch problems have been formulated as convex optimization problem and various classical methods such as gradient methods, base-point participation factor method, etc. have been used for solving them. The traditional formulation is a quadratic input-output curve or piece wise linear cost curve, which are continuous and convex, however, real generating units have valve loading effects, which make the cost curve discontinuous and non-convex and hence the economic dispatch problem is no longer simple to handle. Thus, the classical methods cannot be employed for non-convex problems. The non-convex, non-linear and discontinuous economic dispatch (ED) problem can be better solved by metaheuristic approaches. Such approaches often require tuning of their respective evolutionary parameters. Although, solution to such type of problem have already been solved by different metaheuristic optimization techniques in previous studies as well, however, the algorithm employed in this paper to solve Power Economic Load Dispatch (PELD) problem is adaptive real coded quantum-inspired evolutionary algorithm, which does not require tuning of evolutionary parameters and performs better than some of the existing techniques on standard 6-bus 3 machine system and IEEE 14 bus 5 unit system.","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132244688","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 : 2016-11-01DOI: 10.1109/CIPECH.2016.7918785
Shourya Gupta, K. Gupta, N. Pandey
In this paper, different Static RAM (SRAM) cell structures have been analysed in deep submicron regions. A 6T, 7T, 8T and 9T SRAM cell have been compared on the basis of Static Voltage Noise Margin (SVNM), Write Trip Voltage (WTV), Static Current Noise Margin (SINM), Write Trip Current (WTI), Active Leakage Current, Cell Standby Leakage Current, Read Current and Data Retention Voltage (DRV). The recent N-curve method is used over the traditionally used Butterfly Curve method for better analysis in submicron regions. The SRAM cell simulations are performed on 22nm, 32nm and 45nm CMOS technology nodes. The results show that the 6T SRAM cell has the poorest read and write margins and the highest active leakage, standby leakage and read currents across all technology nodes. Also, the 7T cell structure shows the best performance, exhibiting the highest write margins, the lowest active leakage current, lowest data retention voltage and the lowest read and standby-leakage currents across all technology nodes.
{"title":"Performance evaluation of SRAM cells for deep submicron technologies","authors":"Shourya Gupta, K. Gupta, N. Pandey","doi":"10.1109/CIPECH.2016.7918785","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918785","url":null,"abstract":"In this paper, different Static RAM (SRAM) cell structures have been analysed in deep submicron regions. A 6T, 7T, 8T and 9T SRAM cell have been compared on the basis of Static Voltage Noise Margin (SVNM), Write Trip Voltage (WTV), Static Current Noise Margin (SINM), Write Trip Current (WTI), Active Leakage Current, Cell Standby Leakage Current, Read Current and Data Retention Voltage (DRV). The recent N-curve method is used over the traditionally used Butterfly Curve method for better analysis in submicron regions. The SRAM cell simulations are performed on 22nm, 32nm and 45nm CMOS technology nodes. The results show that the 6T SRAM cell has the poorest read and write margins and the highest active leakage, standby leakage and read currents across all technology nodes. Also, the 7T cell structure shows the best performance, exhibiting the highest write margins, the lowest active leakage current, lowest data retention voltage and the lowest read and standby-leakage currents across all technology nodes.","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115191575","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 : 2016-11-01DOI: 10.1109/CIPECH.2016.7918727
Sheetal, M. Mittal
In this paper, the state analysis of a pendulum problem via a modified Haar wavelet based approach is presented. Based upon some useful properties of Haar functions like operational matrix of integration, a special product matrix and a related coefficient matrix, problem of a pendulum is solved. Computational savings achieved with the modified method as compared to existing Hsiao method have been demonstrated using MATLAB PROFILER for different resolutions.
{"title":"A modified Haar wavelet based approach for state analysis of a pendulum problem","authors":"Sheetal, M. Mittal","doi":"10.1109/CIPECH.2016.7918727","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918727","url":null,"abstract":"In this paper, the state analysis of a pendulum problem via a modified Haar wavelet based approach is presented. Based upon some useful properties of Haar functions like operational matrix of integration, a special product matrix and a related coefficient matrix, problem of a pendulum is solved. Computational savings achieved with the modified method as compared to existing Hsiao method have been demonstrated using MATLAB PROFILER for different resolutions.","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130179673","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 : 2016-11-01DOI: 10.1109/CIPECH.2016.7918786
Garima Bhargave, S. Uniyal, Priyanka Sheokand
This In this paper, a different power saving adiabatic 4-bit Johnson counter based on two-phase CPAL circuits with power gating method is proposed. The power dissipation of proposed adiabatic Johnson counter comes out to be 16.3µW, 10µW, 9.2µW, 5.6µW and 10.9µW for frequencies 5MHz, 10MHz, 20 MHz, 50 MHz and 100MHz respectively with a load capacitance of 10fF. Proposed design saves more power in comparison to CMOS logic in frequency range of 5MHz to 100 MHz. Further, the basic gates using two phase CPAL circuits have been designed and simulated. The designed circuits are simulated in Tanner ECAD tool with 90nm technology.
{"title":"Low power adiabatic 4-Bit Johnson counter based on power-gating CPAL logic","authors":"Garima Bhargave, S. Uniyal, Priyanka Sheokand","doi":"10.1109/CIPECH.2016.7918786","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918786","url":null,"abstract":"This In this paper, a different power saving adiabatic 4-bit Johnson counter based on two-phase CPAL circuits with power gating method is proposed. The power dissipation of proposed adiabatic Johnson counter comes out to be 16.3µW, 10µW, 9.2µW, 5.6µW and 10.9µW for frequencies 5MHz, 10MHz, 20 MHz, 50 MHz and 100MHz respectively with a load capacitance of 10fF. Proposed design saves more power in comparison to CMOS logic in frequency range of 5MHz to 100 MHz. Further, the basic gates using two phase CPAL circuits have been designed and simulated. The designed circuits are simulated in Tanner ECAD tool with 90nm technology.","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129585852","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 : 2016-11-01DOI: 10.1109/CIPECH.2016.7918768
M. S. Ansari, Manaullah, M. Jalil
The Energy Supply of most islands depends mainly on expensive oil derivative importation; the others are linked by usually a week electricity grid connection to the main land. Due to high Energy Costs, the islands are proving to be excellent test beds for the introduction of new technologies, and some islands are trying to become so-called renewable Islands to satisfy their energy demand mainly or entirely from indigenous and renewable sources, thus increasing the security of supply, and employment opportunities, without increasing the cost significantly along with environmental pollution mitigation. A great deal of work has been carried out in this specific aspect of energy supply on different Islands in the world. Unfortunately due to Island specific energy use profile, resources and different kind of environmental conditions, study to One Island can't be applied to other islands. The main source of electricity in Lakshadweep Island is Diesel Generators even though there is an abundance of renewable energy sources such as solar, wind and biomass. In this paper an investigation has been made to find out total available potential of solar, wind and biomass in five islands of union territory of Lakshadweep (UTL).
{"title":"Investigation of renewable energy potential in union territory of Lakshadweep islands","authors":"M. S. Ansari, Manaullah, M. Jalil","doi":"10.1109/CIPECH.2016.7918768","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918768","url":null,"abstract":"The Energy Supply of most islands depends mainly on expensive oil derivative importation; the others are linked by usually a week electricity grid connection to the main land. Due to high Energy Costs, the islands are proving to be excellent test beds for the introduction of new technologies, and some islands are trying to become so-called renewable Islands to satisfy their energy demand mainly or entirely from indigenous and renewable sources, thus increasing the security of supply, and employment opportunities, without increasing the cost significantly along with environmental pollution mitigation. A great deal of work has been carried out in this specific aspect of energy supply on different Islands in the world. Unfortunately due to Island specific energy use profile, resources and different kind of environmental conditions, study to One Island can't be applied to other islands. The main source of electricity in Lakshadweep Island is Diesel Generators even though there is an abundance of renewable energy sources such as solar, wind and biomass. In this paper an investigation has been made to find out total available potential of solar, wind and biomass in five islands of union territory of Lakshadweep (UTL).","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124018147","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 an ANFIS based intelligent load frequency control approach for a hybrid power system with four thermal-hydro control areas. The merit of the proposed controlling technique is that it is faster than the automatic conventional control techniques and is able to handle the non-linearities simultaneously. Also the maximum overshoot and the settling time of ANFIS based controller are lesser when compared to the conventional controllers, thereby reducing the oscillations locally and of inter-area. This effectiveness of the proposed controller in improving the dynamic response is shown and validated in four area inter-connected system. Thermal control areas (1 and 2) have reheat turbines and areas 3 and 4 comprises hydro-power plants. Comparison in performances of PI, PID control technique and ANFIS control approach is carried out in MATLAB/SIMULINK software. The results validates that the ANFIS based intelligent controller is faster than the conventional controller and have improved dynamic response.
{"title":"Load frequency control of four-area hydro-thermal inter-connected power system through ANFIS based hybrid neuro-fuzzy approach","authors":"Devashish Sharma, Kamlesh Pandey, Varsha Kushwaha, Sumeet Sehrawat","doi":"10.1109/CIPECH.2016.7918755","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918755","url":null,"abstract":"This paper presents an ANFIS based intelligent load frequency control approach for a hybrid power system with four thermal-hydro control areas. The merit of the proposed controlling technique is that it is faster than the automatic conventional control techniques and is able to handle the non-linearities simultaneously. Also the maximum overshoot and the settling time of ANFIS based controller are lesser when compared to the conventional controllers, thereby reducing the oscillations locally and of inter-area. This effectiveness of the proposed controller in improving the dynamic response is shown and validated in four area inter-connected system. Thermal control areas (1 and 2) have reheat turbines and areas 3 and 4 comprises hydro-power plants. Comparison in performances of PI, PID control technique and ANFIS control approach is carried out in MATLAB/SIMULINK software. The results validates that the ANFIS based intelligent controller is faster than the conventional controller and have improved dynamic response.","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127992740","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 : 2016-11-01DOI: 10.1109/CIPECH.2016.7918762
R. Tripathi, S. Tiwari, G. Tiwari
In the paper, an attempt has taken to analyze the energy of N photovoltaic thermal (PVT)-compound parabolic concentrator (CPC) water collectors connected in series. The analysis has been examined for cold climate condition where high fossil fuels are need to get thermal energy. Two fluids has been considered: (i) water and (ii) air. The comparison has been made with two different fluids on partially covered N photovoltaic thermal-compound parabolic concentrator (PVT-CPC) collector connected in series. Here, the collector of proposed system is partially covered with 25% of PV module. The thermal modelling has been developed with basic energy balance equation of each component of proposed system. The outlet at Nth of partially covered Photovoltaic thermal (PVT)-compound parabolic concentrator (CPC) collectors has been obtained. The expression of analytical temperature dependent electrical efficiency of proposed system has been derived. The analysis has been carried out for clear day condition in month of January at Srinagar, India. The maximum thermal energy has been found 12.92 kWh and 3.72 kWh per day for fluid: water and air respectively and thermal exergy has been found 1.63 kWh and 0.55 kWh per day with eight number of collector.
{"title":"Energy performance of partially covered N photovoltaic thermal-compound parabolic concentrator (PVT-CPC) collector for cold climate condition","authors":"R. Tripathi, S. Tiwari, G. Tiwari","doi":"10.1109/CIPECH.2016.7918762","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918762","url":null,"abstract":"In the paper, an attempt has taken to analyze the energy of N photovoltaic thermal (PVT)-compound parabolic concentrator (CPC) water collectors connected in series. The analysis has been examined for cold climate condition where high fossil fuels are need to get thermal energy. Two fluids has been considered: (i) water and (ii) air. The comparison has been made with two different fluids on partially covered N photovoltaic thermal-compound parabolic concentrator (PVT-CPC) collector connected in series. Here, the collector of proposed system is partially covered with 25% of PV module. The thermal modelling has been developed with basic energy balance equation of each component of proposed system. The outlet at Nth of partially covered Photovoltaic thermal (PVT)-compound parabolic concentrator (CPC) collectors has been obtained. The expression of analytical temperature dependent electrical efficiency of proposed system has been derived. The analysis has been carried out for clear day condition in month of January at Srinagar, India. The maximum thermal energy has been found 12.92 kWh and 3.72 kWh per day for fluid: water and air respectively and thermal exergy has been found 1.63 kWh and 0.55 kWh per day with eight number of collector.","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129281100","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 : 2016-11-01DOI: 10.1109/CIPECH.2016.7918782
Prashant Vats
In this research paper we have discussed about the phenomenon of Cyber terrorism and its growing impact in the current scenario. We have reviewed the laws and acts in various countries like US, UK, Canada, Australia and in India. We have also tried to review the Cyber terrorism from the aspect of the Indian IT Act 2000. We have carried out a comparative review of the various laws made by these individual countries to deal with the Cyber Terrorism. In the end we have concluded that The existing laws in various countries are not efficient to restrain the cyber crimes and, thus urging a need for implementing modifications through which these activities can be prevented. There is a need of international cooperation of nations to crack down the efficiency on the cyber crime.
{"title":"A comprehensive review of Cyber Terrorism in the current scenario","authors":"Prashant Vats","doi":"10.1109/CIPECH.2016.7918782","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918782","url":null,"abstract":"In this research paper we have discussed about the phenomenon of Cyber terrorism and its growing impact in the current scenario. We have reviewed the laws and acts in various countries like US, UK, Canada, Australia and in India. We have also tried to review the Cyber terrorism from the aspect of the Indian IT Act 2000. We have carried out a comparative review of the various laws made by these individual countries to deal with the Cyber Terrorism. In the end we have concluded that The existing laws in various countries are not efficient to restrain the cyber crimes and, thus urging a need for implementing modifications through which these activities can be prevented. There is a need of international cooperation of nations to crack down the efficiency on the cyber crime.","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"421 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116277727","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 : 2016-11-01DOI: 10.1109/CIPECH.2016.7918753
S. Saraswat, K.V.Eswara Rao
A 10 kW hypothetical load is considered with zero percent loss of load for off - grid, Jaipur. Load is fulfilled with the help of possible combination of components such as solar PV, diesel generator, battery bank and converter. Four models are formed with the combination of components namely (a) only diesel generator (b) solar PV - converter - batteries (renewable system) (c) solar PV - diesel generator - converter (d) hybrid energy system consisting of solar PV - diesel Generator - battery bank and converter. All the models are simulated using HOMER software. Simulation results of models are compared on the basis of economic, electrical and emission aspects. From the simulation results of HOMER, hybrid energy system performs better in all the aspects. Sensitivity analysis is performed for hybrid energy system by varying (i) fuel price and (ii) global solar radiation.
{"title":"Comparison of various off-grid power system models for a 10kW load at Jaipur in Rajasthan","authors":"S. Saraswat, K.V.Eswara Rao","doi":"10.1109/CIPECH.2016.7918753","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918753","url":null,"abstract":"A 10 kW hypothetical load is considered with zero percent loss of load for off - grid, Jaipur. Load is fulfilled with the help of possible combination of components such as solar PV, diesel generator, battery bank and converter. Four models are formed with the combination of components namely (a) only diesel generator (b) solar PV - converter - batteries (renewable system) (c) solar PV - diesel generator - converter (d) hybrid energy system consisting of solar PV - diesel Generator - battery bank and converter. All the models are simulated using HOMER software. Simulation results of models are compared on the basis of economic, electrical and emission aspects. From the simulation results of HOMER, hybrid energy system performs better in all the aspects. Sensitivity analysis is performed for hybrid energy system by varying (i) fuel price and (ii) global solar radiation.","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124825633","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 : 2016-11-01DOI: 10.1109/CIPECH.2016.7918729
S. Nandanwar, S. Warkad
In this paper case based reasoning (CBR) approach has been developed for voltage security assessment. In the CBR approach, probabilistic fuzzy decision tree (PFDT) is being trained in real time for getting solution of new cases. In case topology of the power system changes the PFDT models may not respond correctly and hence need retraining. CBR updates its case-base in real-time by learning new cases and use them in future. Also case-base of CBR can easily be modified for any change in topology of the power system. The proposed approach, classifies the power system operating states instantaneously into secure and insecure states with the desired accuracy.
{"title":"Application of case based reasoning in voltage security assessment","authors":"S. Nandanwar, S. Warkad","doi":"10.1109/CIPECH.2016.7918729","DOIUrl":"https://doi.org/10.1109/CIPECH.2016.7918729","url":null,"abstract":"In this paper case based reasoning (CBR) approach has been developed for voltage security assessment. In the CBR approach, probabilistic fuzzy decision tree (PFDT) is being trained in real time for getting solution of new cases. In case topology of the power system changes the PFDT models may not respond correctly and hence need retraining. CBR updates its case-base in real-time by learning new cases and use them in future. Also case-base of CBR can easily be modified for any change in topology of the power system. The proposed approach, classifies the power system operating states instantaneously into secure and insecure states with the desired accuracy.","PeriodicalId":247543,"journal":{"name":"2016 Second International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124948020","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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