{"id":"https://openalex.org/W4412149685","doi":"https://doi.org/10.1177/18758967251353378","title":"Optimization of Active Response Efficiency of Power Demand Side Based\u00a0on Discrete Particle Swarm\u00a0Optimization","display_name":"Optimization of Active Response Efficiency of Power Demand Side Based\u00a0on Discrete Particle Swarm\u00a0Optimization","publication_year":2025,"publication_date":"2025-07-10","ids":{"openalex":"https://openalex.org/W4412149685","doi":"https://doi.org/10.1177/18758967251353378"},"language":"en","primary_location":{"id":"doi:10.1177/18758967251353378","is_oa":false,"landing_page_url":"https://doi.org/10.1177/18758967251353378","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology","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":null,"display_name":"Baosong Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117048","display_name":"Harbin Electric Corporation (China)","ror":"https://ror.org/0394wsn58","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210117048"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baosong Song","raw_affiliation_strings":["Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China","institution_ids":["https://openalex.org/I4210117048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058552388","display_name":"Jiang Xi","orcid":"https://orcid.org/0000-0002-0012-8624"},"institutions":[{"id":"https://openalex.org/I4210117048","display_name":"Harbin Electric Corporation (China)","ror":"https://ror.org/0394wsn58","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210117048"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Jiang","raw_affiliation_strings":["Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China","institution_ids":["https://openalex.org/I4210117048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113174516","display_name":"Hong Yan","orcid":"https://orcid.org/0009-0003-8618-0195"},"institutions":[{"id":"https://openalex.org/I4210117048","display_name":"Harbin Electric Corporation (China)","ror":"https://ror.org/0394wsn58","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210117048"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Yan","raw_affiliation_strings":["Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China"],"raw_orcid":"https://orcid.org/0009-0003-8618-0195","affiliations":[{"raw_affiliation_string":"Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China","institution_ids":["https://openalex.org/I4210117048"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hong Yan","orcid":"https://orcid.org/0009-0003-8618-0195"},"institutions":[{"id":"https://openalex.org/I4210117048","display_name":"Harbin Electric Corporation (China)","ror":"https://ror.org/0394wsn58","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210117048"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Yan","raw_affiliation_strings":["Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China"],"raw_orcid":"https://orcid.org/0009-0003-8618-0195","affiliations":[{"raw_affiliation_string":"Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China","institution_ids":["https://openalex.org/I4210117048"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hongli Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117048","display_name":"Harbin Electric Corporation (China)","ror":"https://ror.org/0394wsn58","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210117048"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongli Yan","raw_affiliation_strings":["Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China","institution_ids":["https://openalex.org/I4210117048"]}]},{"author_position":"last","author":{"id":null,"display_name":"Hongli Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117048","display_name":"Harbin Electric Corporation (China)","ror":"https://ror.org/0394wsn58","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210117048"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongli Yan","raw_affiliation_strings":["Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Puhua Electric Power Design Co., Ltd, Harbin, Heilongjiang, China","institution_ids":["https://openalex.org/I4210117048"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113174516"],"corresponding_institution_ids":["https://openalex.org/I4210117048"],"apc_list":null,"apc_paid":null,"fwci":0.3177,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52351094,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"49","issue":"3","first_page":"822","last_page":"835"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9980000257492065,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9980000257492065,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9876999855041504,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7180662751197815},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5670990943908691},{"id":"https://openalex.org/keywords/demand-side","display_name":"Demand side","score":0.5035921931266785},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.49164634943008423},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.44705668091773987},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4466952979564667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41997504234313965},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40444037318229675},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20299223065376282},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19584715366363525},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.17182496190071106},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14975902438163757},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13244110345840454},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.12167158722877502},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.08003869652748108}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7180662751197815},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5670990943908691},{"id":"https://openalex.org/C3020254827","wikidata":"https://www.wikidata.org/wiki/Q5255016","display_name":"Demand side","level":2,"score":0.5035921931266785},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.49164634943008423},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.44705668091773987},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4466952979564667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41997504234313965},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40444037318229675},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20299223065376282},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19584715366363525},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17182496190071106},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14975902438163757},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13244110345840454},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.12167158722877502},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.08003869652748108},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/18758967251353378","is_oa":false,"landing_page_url":"https://doi.org/10.1177/18758967251353378","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2998594456","https://openalex.org/W3016243353","https://openalex.org/W3049619205","https://openalex.org/W3083261578","https://openalex.org/W3084091941","https://openalex.org/W3097706089","https://openalex.org/W3125136086","https://openalex.org/W3156477838","https://openalex.org/W3159409411","https://openalex.org/W3197089203","https://openalex.org/W3198549470","https://openalex.org/W3205928330","https://openalex.org/W3209060050","https://openalex.org/W3209502631","https://openalex.org/W4213347399","https://openalex.org/W4220750710","https://openalex.org/W4280584818","https://openalex.org/W4361027188","https://openalex.org/W4381660815","https://openalex.org/W4385735887","https://openalex.org/W4386073654","https://openalex.org/W4386746913"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2133833450","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2950423922","https://openalex.org/W2070977815","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2972744589"],"abstract_inverted_index":{"Multi":[0],"energy":[1,7,13,23,27],"systems":[2],"can":[3,263],"flexibly":[4],"adjust":[5],"different":[6],"supply":[8],"ratios":[9],"to":[10,85,112,129,221],"meet":[11],"real-time":[12],"demand":[14,18,33,58,62,79,92,98,175,209,239,247,261],"changes,":[15],"optimize":[16],"the":[17,53,72,77,87,114,119,131,134,140,156,191,203,207,223,234,242,260,269,273,280,287],"side":[19,34,93,176,248,262],"response":[20,36,59,74,94,99,177,240,249,301],"of":[21,56,90,118,124,133,160,184,206,227,245,272,286,313],"multi":[22],"systems,":[24],"and":[25,60,64,95,108,116,225,237,265,283],"improve":[26,222],"utilization":[28],"efficiency.":[29,109],"Therefore,":[30],"a":[31,103,122,195],"power":[32,78,174,208,246,288],"active":[35,73],"efficiency":[37,224,250],"optimization":[38,45,67,120,148,164,217,228,244],"method":[39,50,186],"based":[40,201],"on":[41,76,202],"discrete":[42,145,214],"particle":[43,146,162,215],"swarm":[44,147,163,216],"algorithm":[46,149,218],"is":[47,84,187,199,303,316,321],"proposed.":[48],"This":[49],"deeply":[51],"analyzes":[52],"inherent":[54],"characteristics":[55,205],"residential":[57],"industrial":[61],"response,":[63],"designs":[65],"targeted":[66,196],"strategies":[68],"in":[69,106,136,190,268],"combination":[70],"with":[71],"structure":[75],"side.":[80],"Its":[81],"core":[82],"goal":[83],"minimize":[86],"total":[88,235],"cost":[89,236,302],"electricity":[91],"maximize":[96],"its":[97],"capability,":[100,241],"thereby":[101],"achieving":[102,276],"dual":[104],"improvement":[105],"economy":[107],"In":[110,139],"order":[111],"ensure":[113,130],"effectiveness":[115],"feasibility":[117],"process,":[121,142],"series":[123],"constraints":[125],"have":[126],"been":[127],"set":[128],"applicability":[132],"solution":[135],"practical":[137],"operation.":[138],"solving":[141,173],"an":[143,212],"improved":[144,213],"was":[150,219,251],"adopted,":[151],"which":[152,320],"not":[153],"only":[154],"inherits":[155],"global":[157],"search":[158],"ability":[159],"traditional":[161],"algorithms,":[165],"but":[166],"also":[167],"makes":[168],"it":[169],"more":[170],"suitable":[171],"for":[172],"problems":[178],"through":[179],"discretization":[180],"processing.":[181],"The":[182,253,290,299,309],"innovation":[183],"this":[185],"mainly":[188],"reflected":[189],"following":[192],"aspects:":[193],"firstly,":[194],"objective":[197],"function":[198],"designed":[200],"actual":[204],"side;":[210],"Secondly,":[211],"introduced":[220],"accuracy":[226],"solutions;":[229],"Finally,":[230],"by":[231],"comprehensively":[232],"considering":[233],"maximum":[238],"comprehensive":[243],"achieved.":[252],"experimental":[254],"results":[255,292],"show":[256],"that":[257],"after":[258],"optimization,":[259],"actively":[264],"timely":[266],"participate":[267],"peak":[270],"shaving":[271],"distribution":[274],"network,":[275],"load":[277],"reduction;":[278],"Improved":[279],"electrical,":[281],"thermal,":[282],"gas":[284],"responses":[285],"system;":[289],"loss":[291],"are":[293],"all":[294],"less":[295,304,317],"than":[296,305,318,326],"0.41":[297],"MW;":[298],"annual":[300],"2.52":[306],"million":[307],"yuan;":[308],"voltage":[310],"deviation":[311],"index":[312],"each":[314],"node":[315],"5.56%,":[319],"at":[322],"least":[323],"4%":[324],"lower":[325],"other":[327],"methods.":[328]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T05:54:00.624950","created_date":"2025-10-10T00:00:00"}