{"id":"https://openalex.org/W2094916260","doi":"https://doi.org/10.4018/ijsda.2014070101","title":"Load Frequency Control in Power System via Improving PID Controller Based on Particle Swarm Optimization and ANFIS Techniques","display_name":"Load Frequency Control in Power System via Improving PID Controller Based on Particle Swarm Optimization and ANFIS Techniques","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2094916260","doi":"https://doi.org/10.4018/ijsda.2014070101","mag":"2094916260"},"language":"en","primary_location":{"id":"doi:10.4018/ijsda.2014070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsda.2014070101","pdf_url":null,"source":{"id":"https://openalex.org/S4210210041","display_name":"International Journal of System Dynamics Applications","issn_l":"2160-9772","issn":["2160-9772","2160-9799"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Dynamics Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011131696","display_name":"Naglaa K. Bahgaat","orcid":"https://orcid.org/0000-0002-0221-6206"},"institutions":[{"id":"https://openalex.org/I4210122785","display_name":"Canadian International College","ror":"https://ror.org/03374t109","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210122785"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Naglaa K. Bahgaat","raw_affiliation_strings":["Elec. Comm. Dept. Faculty of Engineering, Canadian International College (CIC), 6 October City, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elec. Comm. Dept. Faculty of Engineering, Canadian International College (CIC), 6 October City, Giza, Egypt","institution_ids":["https://openalex.org/I4210122785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103475649","display_name":"Mohamed I. El-Sayed","orcid":null},"institutions":[{"id":"https://openalex.org/I184834183","display_name":"Al-Azhar University","ror":"https://ror.org/05fnp1145","country_code":"EG","type":"education","lineage":["https://openalex.org/I184834183"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"M. I. El-Sayed","raw_affiliation_strings":["Electrical Power Engineering Dept. Faculty of Engineering, Al-Azhar University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Dept. Faculty of Engineering, Al-Azhar University, Cairo, Egypt","institution_ids":["https://openalex.org/I184834183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085401911","display_name":"Mohamed Hassan","orcid":"https://orcid.org/0000-0001-6116-6707"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"M. A. Moustafa Hassan","raw_affiliation_strings":["Electrical Power Engineering Dept. Faculty of Engineering, Cairo University, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Dept. Faculty of Engineering, Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109408229","display_name":"F. A. Bendary","orcid":null},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"F. A. Bendary","raw_affiliation_strings":["Electrical Power Engineering Dept. Faculty of Engineering, Banha University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Dept. Faculty of Engineering, Banha University, Cairo, Egypt","institution_ids":["https://openalex.org/I207547235"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0719,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.88721921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"3","issue":"3","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12277","display_name":"Frequency Control in Power Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12277","display_name":"Frequency Control in Power Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.8413635492324829},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7953329086303711},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6841962337493896},{"id":"https://openalex.org/keywords/settling-time","display_name":"Settling time","score":0.571954071521759},{"id":"https://openalex.org/keywords/overshoot","display_name":"Overshoot (microwave communication)","score":0.5513458251953125},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.501899242401123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4845532476902008},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.46269235014915466},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.44730302691459656},{"id":"https://openalex.org/keywords/automatic-frequency-control","display_name":"Automatic frequency control","score":0.44481441378593445},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.44392693042755127},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.35248494148254395},{"id":"https://openalex.org/keywords/step-response","display_name":"Step response","score":0.30312711000442505},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2937602996826172},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.2673192620277405},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2543550133705139},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.11505407094955444},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.06858998537063599}],"concepts":[{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.8413635492324829},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7953329086303711},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6841962337493896},{"id":"https://openalex.org/C14781684","wikidata":"https://www.wikidata.org/wiki/Q3983320","display_name":"Settling time","level":3,"score":0.571954071521759},{"id":"https://openalex.org/C2780323453","wikidata":"https://www.wikidata.org/wiki/Q7113957","display_name":"Overshoot (microwave communication)","level":2,"score":0.5513458251953125},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.501899242401123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4845532476902008},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.46269235014915466},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.44730302691459656},{"id":"https://openalex.org/C25915539","wikidata":"https://www.wikidata.org/wiki/Q220786","display_name":"Automatic frequency control","level":2,"score":0.44481441378593445},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.44392693042755127},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.35248494148254395},{"id":"https://openalex.org/C160030872","wikidata":"https://www.wikidata.org/wiki/Q2142864","display_name":"Step response","level":2,"score":0.30312711000442505},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2937602996826172},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.2673192620277405},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2543550133705139},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.11505407094955444},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.06858998537063599},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijsda.2014070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsda.2014070101","pdf_url":null,"source":{"id":"https://openalex.org/S4210210041","display_name":"International Journal of System Dynamics Applications","issn_l":"2160-9772","issn":["2160-9772","2160-9799"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Dynamics Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jsda00:v:3:y:2014:i:3:p:1-24","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/ijsda.2014070101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1489327260","https://openalex.org/W1489756826","https://openalex.org/W1706563645","https://openalex.org/W1747497716","https://openalex.org/W1965441392","https://openalex.org/W1975005191","https://openalex.org/W2001658805","https://openalex.org/W2002221167","https://openalex.org/W2008339732","https://openalex.org/W2008371008","https://openalex.org/W2026731255","https://openalex.org/W2035520009","https://openalex.org/W2035611069","https://openalex.org/W2037688793","https://openalex.org/W2055661125","https://openalex.org/W2063358594","https://openalex.org/W2081642856","https://openalex.org/W2107230023","https://openalex.org/W2108422119","https://openalex.org/W2113433055","https://openalex.org/W2122250135","https://openalex.org/W2140246545","https://openalex.org/W2168896801","https://openalex.org/W2183018120","https://openalex.org/W2315484638","https://openalex.org/W2535038297","https://openalex.org/W2912345244"],"related_works":["https://openalex.org/W2890481954","https://openalex.org/W2184941548","https://openalex.org/W1934997005","https://openalex.org/W4235912567","https://openalex.org/W2784194192","https://openalex.org/W4377825843","https://openalex.org/W3185361189","https://openalex.org/W1569876521","https://openalex.org/W2288086107","https://openalex.org/W2794457142"],"abstract_inverted_index":{"The":[0,62,142,206,238],"main":[1],"objective":[2],"of":[3,14,58,83,89,156,194,199],"Load":[4,260],"Frequency":[5,261],"Control":[6],"(LFC)":[7],"is":[8,65,91],"to":[9,23,67,100],"regulate":[10],"the":[11,15,32,37,46,50,80,84,97,112,148,154,157,171,176,187,192,203,254],"power":[12,43,126,251],"output":[13],"electric":[16],"generator":[17,113],"within":[18,49],"an":[19,59],"area":[20],"in":[21,25,35,79,106,111,123,209],"response":[22,82,190],"changes":[24,105],"system":[26,39,127,188],"frequency":[27,40,189],"and":[28,41,76,93,109,144,230],"tie-line":[29,42],"loading.":[30],"Thus":[31],"LFC":[33,122],"helps":[34],"maintaining":[36],"scheduled":[38],"interchange":[44],"with":[45,147],"other":[47],"areas":[48,125,179,250],"prescribed":[51],"limits.":[52],"Most":[53],"LFCs":[54],"are":[55,136,151,167,266],"primarily":[56],"composed":[57],"integral":[60],"controller.":[61,130],"integrator":[63],"gain":[64],"set":[66],"a":[68,183],"level":[69],"that":[70],"compromises":[71],"between":[72],"fast":[73],"transient":[74],"recovery":[75],"low":[77],"overshoot":[78],"dynamic":[81],"overall":[85],"system.":[86,252],"This":[87,119,161],"type":[88],"controller":[90,98],"slow":[92],"does":[94],"not":[95],"allow":[96],"designer":[99],"take":[101],"into":[102],"account":[103],"possible":[104],"operating":[107],"conditions":[108],"non-linearities":[110],"unit.":[114],"Moreover,":[115],"it":[116,181],"lacks":[117],"robustness.":[118],"paper":[120,162,211],"studies":[121],"two":[124,177,196,204,249],"using":[128,138,170,195],"PID":[129,134,159,173,200],"In":[131],"this":[132,210],"paper,":[133],"parameters":[135,174,201],"tuned":[137],"different":[139,178,197,246],"tuning":[140],"techniques.":[141],"overshoots":[143],"settling":[145],"times":[146],"proposed":[149,264],"controllers":[150,247],"better":[152,184],"than":[153,191],"outputs":[155],"conventional":[158],"controllers.":[160],"uses":[163],"MATLAB/SIMULINK":[164],"software.":[165],"Simulations":[166],"done":[168],"by":[169],"same":[172],"for":[175,186,202,244,248,259],"because":[180],"gives":[182,272],"performance":[185],"case":[193],"sets":[198],"areas.":[205],"used":[207],"methods":[208],"are:":[212],"a)":[213],"Particle":[214,220],"Swarm":[215,221],"Optimization,":[216,222],"b)":[217],"Adaptive":[218,224,232],"Weight":[219],"c)":[223],"Acceleration":[225],"Coefficients":[226],"based":[227,267],"PSO":[228],"(AACPSO)":[229],"d)":[231],"Neuro":[233],"Fuzzy":[234],"Inference":[235],"System":[236],"(ANFIS).":[237],"comparison":[239],"has":[240],"been":[241],"carried":[242],"out":[243],"these":[245],"Therefore,":[253],"article":[255],"presents":[256],"advanced":[257],"techniques":[258,265],"Control.":[262],"These":[263],"on":[268],"Artificial":[269],"Intelligence.":[270],"It":[271],"promising":[273],"results.":[274]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
