{"id":"https://openalex.org/W4200567147","doi":"https://doi.org/10.1016/j.egyr.2021.10.049","title":"Distributed generation parameter optimization method based on fuzzy C-means clustering under the Internet of Things architecture","display_name":"Distributed generation parameter optimization method based on fuzzy C-means clustering under the Internet of Things architecture","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200567147","doi":"https://doi.org/10.1016/j.egyr.2021.10.049"},"language":"en","primary_location":{"id":"doi:10.1016/j.egyr.2021.10.049","doi":"https://doi.org/10.1016/j.egyr.2021.10.049","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.egyr.2021.10.049","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2352484721010453/pdf","source":{"id":"https://openalex.org/S2898434319","display_name":"Energy Reports","issn_l":"2352-4847","issn":["2352-4847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.sciencedirect.com/science/article/pii/S2352484721010453/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100635494","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0001-8837-4442","observed_orcids":["https://orcid.org/0000-0001-8837-4442","https://orcid.org/0000-0002-5330-1873","https://orcid.org/0009-0009-5774-7037"]},"institutions":[{"id":"https://openalex.org/I121691239","display_name":"Beihua University","ror":"https://ror.org/013jjp941","country_code":"CN","type":"education","lineage":["https://openalex.org/I121691239"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["School of Electrical and Information Engineering, Beihua University, Jilin, 132000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Beihua University, Jilin, 132000, China","institution_ids":["https://openalex.org/I121691239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044710411","display_name":"Liyun Xing","orcid":"https://orcid.org/0000-0002-2839-4094","observed_orcids":["https://orcid.org/0000-0002-2839-4094"]},"institutions":[{"id":"https://openalex.org/I121691239","display_name":"Beihua University","ror":"https://ror.org/013jjp941","country_code":"CN","type":"education","lineage":["https://openalex.org/I121691239"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liyun Xing","raw_affiliation_strings":["School of Electrical and Information Engineering, Beihua University, Jilin, 132000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Beihua University, Jilin, 132000, China","institution_ids":["https://openalex.org/I121691239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109953026","display_name":"Ping Xin","orcid":"https://orcid.org/0000-0002-2721-5218","observed_orcids":["https://orcid.org/0000-0002-2721-5218"]},"institutions":[{"id":"https://openalex.org/I121691239","display_name":"Beihua University","ror":"https://ror.org/013jjp941","country_code":"CN","type":"education","lineage":["https://openalex.org/I121691239"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Xin","raw_affiliation_strings":["School of Electrical and Information Engineering, Beihua University, Jilin, 132000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Beihua University, Jilin, 132000, China","institution_ids":["https://openalex.org/I121691239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044710411"],"corresponding_institution_ids":["https://openalex.org/I121691239"],"apc_list":{"value":2090,"currency":"USD","value_usd":2090},"apc_paid":{"value":2090,"currency":"USD","value_usd":2090},"fwci":0.2203,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.38899139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"7","issue":null,"first_page":"106","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.2766000032424927,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.2766000032424927,"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/T10603","display_name":"Smart Grid Energy Management","score":0.27320000529289246,"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/T10424","display_name":"Electric Power System Optimization","score":0.25459998846054077,"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/distributed-generation","display_name":"distributed generation","score":0.996999979019165},{"id":"https://openalex.org/keywords/parameter-optimization","display_name":"parameter optimization","score":0.9340000152587891},{"id":"https://openalex.org/keywords/fuzzy-c-means-clustering","display_name":"fuzzy c-means clustering","score":0.9800000190734863},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9629999995231628},{"id":"https://openalex.org/keywords/grid-integration","display_name":"grid integration","score":0.335999995470047},{"id":"https://openalex.org/keywords/energy-loss","display_name":"energy loss","score":0.5270000100135803},{"id":"https://openalex.org/keywords/ieee-test-systems","display_name":"IEEE test systems","score":0.6729999780654907}],"concepts":[{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.7517056465148926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7043315172195435},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6374602317810059},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6059948801994324},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.58460932970047},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5742056965827942},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48361626267433167},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43215373158454895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3373051881790161},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.27327752113342285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16171491146087646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.099689781665802},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.egyr.2021.10.049","doi":"https://doi.org/10.1016/j.egyr.2021.10.049","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.egyr.2021.10.049","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2352484721010453/pdf","source":{"id":"https://openalex.org/S2898434319","display_name":"Energy Reports","issn_l":"2352-4847","issn":["2352-4847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Reports","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bee0fffd652d4e8d9563a737a7fb8776","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/bee0fffd652d4e8d9563a737a7fb8776","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Energy Reports, Vol 7, Iss , Pp 106-115 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.egyr.2021.10.049","doi":"https://doi.org/10.1016/j.egyr.2021.10.049","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.egyr.2021.10.049","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2352484721010453/pdf","source":{"id":"https://openalex.org/S2898434319","display_name":"Energy Reports","issn_l":"2352-4847","issn":["2352-4847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":1.0,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Affordable and clean energy","score":0.878000020980835,"id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200567147.pdf","grobid_xml":"https://content.openalex.org/works/W4200567147.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2238923975","https://openalex.org/W2285807728","https://openalex.org/W2325388341","https://openalex.org/W2339297200","https://openalex.org/W2343109463","https://openalex.org/W2524145595","https://openalex.org/W2526675906","https://openalex.org/W2547984216","https://openalex.org/W2632703636","https://openalex.org/W2732924191","https://openalex.org/W2783455660","https://openalex.org/W2793420276","https://openalex.org/W2805180104","https://openalex.org/W2886546354","https://openalex.org/W2904204641","https://openalex.org/W2945779426","https://openalex.org/W2946364306","https://openalex.org/W2954493833","https://openalex.org/W2962758459","https://openalex.org/W2962800133","https://openalex.org/W3083376743","https://openalex.org/W3093363634","https://openalex.org/W3093865964","https://openalex.org/W3154352365"],"related_works":["https://openalex.org/W2563718883","https://openalex.org/W4213086443","https://openalex.org/W2065871643","https://openalex.org/W2966228540","https://openalex.org/W2526675906","https://openalex.org/W3165033730","https://openalex.org/W3132001015","https://openalex.org/W3155578285","https://openalex.org/W2566559183","https://openalex.org/W4281678412"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,21,51,65,81,98,121,128,140,149,159],"problem":[3],"that":[4,120],"it":[5],"is":[6,48,109],"difficult":[7],"to":[8,96],"maximize":[9],"market":[10,78],"profits":[11],"when":[12],"various":[13],"types":[14],"of":[15,36,53,71,88,101,127,161],"distributed":[16,28,45,72,82,103],"generation":[17,29,46,73,104,145],"work":[18],"together":[19],"in":[20],"power":[22],"grid,":[23],"this":[24],"paper":[25],"proposes":[26],"a":[27,43],"parameter":[30,59],"optimization":[31,100,142],"method":[32],"based":[33,85],"on":[34,86],"Internet":[35,52,87],"Things":[37,54,89],"and":[38,56,69,90,124,135,148],"fuzzy":[39,91],"C-means":[40,92],"clustering.":[41],"Firstly,":[42],"grid":[44,102],"model":[47,84],"established":[49],"under":[50],"architecture,":[55],"its":[57],"internal":[58],"relationships":[60],"are":[61,74,94,131],"determined":[62],"correspondingly.":[63],"Secondly,":[64],"comprehensive":[66],"evaluation":[67],"criteria":[68],"constraints":[70],"proposed":[75,129,162],"for":[76],"maximizing":[77],"benefits.":[79],"Finally,":[80],"communication":[83],"clustering":[93],"adopted":[95],"achieve":[97],"adaptive":[99],"parameters.":[105],"The":[106,117],"experiment":[107],"simulation":[108],"carried":[110],"out":[111],"with":[112,139],"IEEE":[113],"standard":[114],"test":[115],"system.":[116],"results":[118,156],"show":[119],"total":[122,125],"load":[123],"revenue":[126],"algorithm":[130,143,150],"increased":[132],"by":[133],"8.41%":[134],"14.66%":[136],"respectively":[137],"compared":[138],"traditional":[141],"considering":[144,151],"side":[146],"benefits":[147],"energy":[152],"loss":[153],"only.":[154],"Experimental":[155],"fully":[157],"demonstrate":[158],"effectiveness":[160],"algorithm.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-12-31T00:00:00"}