{"id":"https://openalex.org/W3119616009","doi":"https://doi.org/10.1145/3436286.3436497","title":"Research on Optimal Configuration of Microgrid Based on Particle Swarm Algorithm","display_name":"Research on Optimal Configuration of Microgrid Based on Particle Swarm Algorithm","publication_year":2020,"publication_date":"2020-04-28","ids":{"openalex":"https://openalex.org/W3119616009","doi":"https://doi.org/10.1145/3436286.3436497","mag":"3119616009"},"language":"en","primary_location":{"id":"doi:10.1145/3436286.3436497","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436286.3436497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 2nd International Conference on Big Data and Artificial Intelligence","raw_type":"proceedings-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/A5100617203","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0003-0060-4544"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["College of Mechanical and Control Engineering, Guilin University of Technology Guangxi Key Laboratory of building new energy and energy saving, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Control Engineering, Guilin University of Technology Guangxi Key Laboratory of building new energy and energy saving, Guilin, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395964","display_name":"Peng Wang","orcid":"https://orcid.org/0000-0002-0314-8305"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wang","raw_affiliation_strings":["College of Mechanical and Control Engineering, Guilin University of Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Control Engineering, Guilin University of Technology, Guilin, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072236113","display_name":"Hongwan Yang","orcid":"https://orcid.org/0000-0002-3443-6828"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwan Yang","raw_affiliation_strings":["College of Mechanical and Control Engineering, Guilin University of Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Control Engineering, Guilin University of Technology, Guilin, China","institution_ids":["https://openalex.org/I38706770"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I38706770"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1954023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":null,"first_page":"526","last_page":"530"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9998000264167786,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9990000128746033,"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/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.9188982248306274},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8022939562797546},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6079270839691162},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6007339954376221},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.575274646282196},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5692796111106873},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5650357604026794},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5219963788986206},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.5169781446456909},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5035170912742615},{"id":"https://openalex.org/keywords/capacitor","display_name":"Capacitor","score":0.46833181381225586},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4260751008987427},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41616323590278625},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36047476530075073},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.2839590013027191},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2716594636440277},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15331503748893738},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.13394609093666077},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12990248203277588},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08894103765487671}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.9188982248306274},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8022939562797546},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6079270839691162},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6007339954376221},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.575274646282196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5692796111106873},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5650357604026794},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5219963788986206},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.5169781446456909},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5035170912742615},{"id":"https://openalex.org/C52192207","wikidata":"https://www.wikidata.org/wiki/Q5322","display_name":"Capacitor","level":3,"score":0.46833181381225586},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4260751008987427},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41616323590278625},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36047476530075073},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.2839590013027191},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2716594636440277},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15331503748893738},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.13394609093666077},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12990248203277588},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08894103765487671},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3436286.3436497","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436286.3436497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 2nd International Conference on Big Data and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2104044232","https://openalex.org/W2105962591","https://openalex.org/W2107322810","https://openalex.org/W2883374508"],"related_works":["https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2355150740","https://openalex.org/W1570369983","https://openalex.org/W2051053503","https://openalex.org/W3112588909","https://openalex.org/W1993958856","https://openalex.org/W4390189035"],"abstract_inverted_index":{"With":[0],"the":[1,50,87,90,94,108,115],"increasing":[2],"demand":[3],"for":[4],"energy":[5],"input":[6],"from":[7],"human":[8],"beings,":[9],"microgrids":[10],"have":[11],"gradually":[12],"entered":[13],"a":[14,24,29,43,54],"stage":[15],"of":[16,28,31,45,73,93,102],"rapid":[17],"development.":[18],"In":[19],"this":[20],"paper,":[21],"it":[22],"proposes":[23],"microgrid":[25],"model":[26,59],"composed":[27],"variety":[30,44],"distributed":[32,46],"power":[33,47],"sources,":[34,48],"including":[35,60],"photovoltaic":[36],"cells,":[37],"batteries":[38],"and":[39,65,68,71,89,105,120],"super":[40],"capacitors.":[41],"For":[42],"under":[49],"corresponding":[51],"system":[52],"constraints,":[53],"micro-grid":[55],"economic":[56],"optimization":[57,81],"configuration":[58],"investment":[61],"costs,":[62,67],"annual":[63,69],"operation":[64],"maintenance":[66],"purchase":[70],"sale":[72],"electricity":[74],"has":[75,117],"been":[76],"established.":[77],"The":[78],"particle":[79],"swarm":[80],"(PSO)":[82],"is":[83,96],"used":[84],"to":[85,112],"solve":[86],"problem,":[88],"convergence":[91],"effect":[92],"algorithm":[95,110,116],"analyzed":[97],"using":[98],"4":[99],"different":[100],"types":[101],"test":[103],"functions,":[104],"compared":[106],"with":[107],"genetic":[109],"(GA)":[111],"verify":[113],"that":[114],"higher":[118],"accuracy":[119],"efficiency.":[121]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}