{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T14:14:05Z","timestamp":1753884845360,"version":"3.41.2"},"reference-count":24,"publisher":"World Scientific Pub Co Pte Ltd","issue":"14","funder":[{"name":"Research on multi-source heterogeneous data acquisition, storage and intelligent analysis technology based on power big data platform","award":["Z181100005118016"],"award-info":[{"award-number":["Z181100005118016"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J CIRCUIT SYST COMP"],"published-print":{"date-parts":[[2021,11]]},"abstract":"<jats:p> In this paper, nature inspired search algorithms, namely particle swarm optimization (PSO) and genetic algorithm (GA) are used to design fractional order proportional and integral (FOPI) and artificial neural network (ANN) controller based distribution static compensator (DSTATCOM) and electronic load controller (ELC) for power quality improvement. Improvement in power quality is achieved using DSTATCOM and an ELC. DSTATCOM is designed using FOPI and ANN based controllers, as opposed to conventional PI controllers which are comparatively less efficient. PSO and GA techniques are employed to determine the optimal parameters for the controllers. The improvement in the performance of the ANN and FOPI as compared to PI controller for the DSTATCOM and ELC is validated using MATLAB based modeling and simulations. Linear consumer loads were used to perform a comparative study in terms of maximum percentage error. Further, we analyzed the system for a nonlinear load and demonstrated decrease in the harmonic distortion. <\/jats:p>","DOI":"10.1142\/s0218126621502492","type":"journal-article","created":{"date-parts":[[2021,4,14]],"date-time":"2021-04-14T09:20:00Z","timestamp":1618392000000},"source":"Crossref","is-referenced-by-count":0,"title":["Comparative Study of Evolutionary Computation Based PI, FOPI and NN Controllers for DSTATCOM"],"prefix":"10.1142","volume":"30","author":[{"given":"Smriti","family":"Srivastava","sequence":"first","affiliation":[{"name":"NSUT, Delhi 110078, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiming","family":"Wu","sequence":"additional","affiliation":[{"name":"China Mobile (Hangzhou) Information Technologies Co., Ltd., Hangzhou 310000, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Monika","family":"Gupta","sequence":"additional","affiliation":[{"name":"Maharaja Agrasen Institute of Technology, Delhi 110086, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gopal","family":"Chaudhary","sequence":"additional","affiliation":[{"name":"Bharati Vidyapeeth\u2019s College of Engineering, Delhi 110063, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5999-4498","authenticated-orcid":false,"given":"Qiaozhi","family":"Hua","sequence":"additional","affiliation":[{"name":"Computer School, Hubei University of Arts and Science, Xiangyang 441000, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianbin","family":"Li","sequence":"additional","affiliation":[{"name":"School of Control and Computer Engineering, North China Electric Power University, Beijing, Changping District, 102206, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2021,7,9]]},"reference":[{"volume-title":"Power Quality Enhancement Using Custom Power Devices","year":"2009","author":"Ghosh A.","key":"S0218126621502492BIB001"},{"key":"S0218126621502492BIB002","first-page":"153","volume":"37","author":"Soundarrajan A.","year":"2010","journal-title":"IAENG Int. J. Comput. Sci."},{"key":"S0218126621502492BIB003","doi-asserted-by":"publisher","DOI":"10.1002\/etep.262"},{"key":"S0218126621502492BIB004","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7796(02)00011-1"},{"key":"S0218126621502492BIB005","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2013.01.005"},{"first-page":"190","volume-title":"IEEE International Conf. Recent Trends in Information, Telecommunication and Computing","author":"Bhaskar M. A.","key":"S0218126621502492BIB006"},{"key":"S0218126621502492BIB007","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2014.05.020"},{"first-page":"1397","volume-title":"American Control Conf.","author":"Chen Y. Q.","key":"S0218126621502492BIB008"},{"key":"S0218126621502492BIB009","first-page":"117","volume":"60","author":"Petras I.","year":"2009","journal-title":"J. Electr. Eng."},{"key":"S0218126621502492BIB010","doi-asserted-by":"publisher","DOI":"10.1109\/81.989172"},{"key":"S0218126621502492BIB011","first-page":"1","volume":"30","author":"Kumar R.","year":"2016","journal-title":"Neural Comput. Appl."},{"key":"S0218126621502492BIB012","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2011.05.010"},{"key":"S0218126621502492BIB013","first-page":"258","volume":"1","author":"Zhang Z.","year":"2011","journal-title":"Int. J. Res. Rev. Soft Intell. Comput."},{"key":"S0218126621502492BIB014","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488968"},{"key":"S0218126621502492BIB015","first-page":"1945","volume":"3","author":"Shi Y.","year":"2009","journal-title":"IEEE Evol. Comput."},{"first-page":"234","volume-title":"4th Int. Conf. Electrical Engineering and Information & Communication Technology (iCEEiCT)","author":"Sikder S. H.","key":"S0218126621502492BIB016"},{"key":"S0218126621502492BIB017","first-page":"123","volume":"6","author":"Borhani M.","year":"2020","journal-title":"Int. J. Inter. Multim. Artif. Intell."},{"key":"S0218126621502492BIB018","first-page":"107","volume":"6","author":"Kumar S.","year":"2020","journal-title":"Int. J. Inter. Multim. Artif. Intell."},{"key":"S0218126621502492BIB019","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-017-2780-7"},{"first-page":"1","volume-title":"2011 Int. Conf. Power and Energy Systems (ICPS)","author":"Srivastava S.","key":"S0218126621502492BIB020"},{"key":"S0218126621502492BIB021","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2020.014220"},{"key":"S0218126621502492BIB026","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2021.103517"},{"key":"S0218126621502492BIB027","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000223"},{"key":"S0218126621502492BIB028","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3030856"}],"container-title":["Journal of Circuits, Systems and Computers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218126621502492","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,16]],"date-time":"2021-12-16T14:00:54Z","timestamp":1639663254000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218126621502492"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,9]]},"references-count":24,"journal-issue":{"issue":"14","published-print":{"date-parts":[[2021,11]]}},"alternative-id":["10.1142\/S0218126621502492"],"URL":"https:\/\/doi.org\/10.1142\/s0218126621502492","relation":{},"ISSN":["0218-1266","1793-6454"],"issn-type":[{"type":"print","value":"0218-1266"},{"type":"electronic","value":"1793-6454"}],"subject":[],"published":{"date-parts":[[2021,7,9]]},"article-number":"2150249"}}