{"id":"https://openalex.org/W3107649504","doi":"https://doi.org/10.1109/access.2020.3039383","title":"Multi-Objective Planning of DGs Considering ES and EV Based on Source-Load Spatiotemporal Scenarios","display_name":"Multi-Objective Planning of DGs Considering ES and EV Based on Source-Load Spatiotemporal Scenarios","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3107649504","doi":"https://doi.org/10.1109/access.2020.3039383","mag":"3107649504"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3039383","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3039383","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09264149.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09264149.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003844860","display_name":"Zeyang Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210129465","display_name":"Wuhan Ship Development & Design Institute","ror":"https://ror.org/02mcdae06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129465"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zeyang Fan","raw_affiliation_strings":["China Ship Development and Design Center, Wuhan, China","Key Laboratory of Marine Intelligent Equipment and System (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"China Ship Development and Design Center, Wuhan, China","institution_ids":["https://openalex.org/I4210129465"]},{"raw_affiliation_string":"Key Laboratory of Marine Intelligent Equipment and System (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101931365","display_name":"Yi Hong","orcid":"https://orcid.org/0000-0002-9065-3691"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Yi","raw_affiliation_strings":["Key Laboratory of Marine Intelligent Equipment and System (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Marine Intelligent Equipment and System (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012585311","display_name":"Jian Xu","orcid":"https://orcid.org/0000-0002-7673-2887"},"institutions":[{"id":"https://openalex.org/I4210129465","display_name":"Wuhan Ship Development & Design Institute","ror":"https://ror.org/02mcdae06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129465"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Xu","raw_affiliation_strings":["China Ship Development and Design Center, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"China Ship Development and Design Center, Wuhan, China","institution_ids":["https://openalex.org/I4210129465"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076771968","display_name":"Peng Liu","orcid":"https://orcid.org/0000-0002-6819-7335"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Liu","raw_affiliation_strings":["School of Automation, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005736265","display_name":"Hui Hou","orcid":"https://orcid.org/0000-0003-1384-5515"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Hou","raw_affiliation_strings":["School of Automation, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047385851","display_name":"Rongjian Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongjian Cui","raw_affiliation_strings":["Central Southern China Electric Power Design Institute, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Central Southern China Electric Power Design Institute, Wuhan, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083674573","display_name":"Changjun Xie","orcid":"https://orcid.org/0000-0002-9626-0813"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjun Xie","raw_affiliation_strings":["School of Automation, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5003844860"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210129465"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3119,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.5855476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"216835","last_page":"216843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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/T10424","display_name":"Electric Power System Optimization","score":0.9994999766349792,"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/computer-science","display_name":"Computer science","score":0.6960024833679199},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.619475781917572},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5885436534881592},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.565085232257843},{"id":"https://openalex.org/keywords/offset","display_name":"Offset (computer science)","score":0.5463840961456299},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.5136077404022217},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44725847244262695},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1610862910747528},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13937783241271973},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.13502591848373413},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08872705698013306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6960024833679199},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.619475781917572},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5885436534881592},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.565085232257843},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.5463840961456299},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.5136077404022217},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44725847244262695},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1610862910747528},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13937783241271973},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.13502591848373413},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08872705698013306},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3039383","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3039383","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09264149.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:58880e20fb22435eac9434590ea62797","is_oa":true,"landing_page_url":"https://doaj.org/article/58880e20fb22435eac9434590ea62797","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 216835-216843 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3039383","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3039383","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09264149.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2000798973","display_name":null,"funder_award_id":"2020YFB1506802","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G383607241","display_name":null,"funder_award_id":"YFB1506802","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4986314841","display_name":null,"funder_award_id":"201902","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5517038434","display_name":null,"funder_award_id":"2020YFB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3107649504.pdf","grobid_xml":"https://content.openalex.org/works/W3107649504.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1972101078","https://openalex.org/W1975833767","https://openalex.org/W1984194718","https://openalex.org/W1993869513","https://openalex.org/W2061843519","https://openalex.org/W2091667381","https://openalex.org/W2097796406","https://openalex.org/W2122643607","https://openalex.org/W2125135194","https://openalex.org/W2152195021","https://openalex.org/W2197517375","https://openalex.org/W2262687890","https://openalex.org/W2342877771","https://openalex.org/W2543580944","https://openalex.org/W2558828579","https://openalex.org/W2759787263","https://openalex.org/W2765777852","https://openalex.org/W2771213233","https://openalex.org/W2794175626","https://openalex.org/W2883719491","https://openalex.org/W2883919122","https://openalex.org/W2885949952","https://openalex.org/W2905077193","https://openalex.org/W2914275007","https://openalex.org/W2924491879","https://openalex.org/W2941147753","https://openalex.org/W2953679142","https://openalex.org/W2965266102","https://openalex.org/W2969607889","https://openalex.org/W2995690832","https://openalex.org/W2997147307","https://openalex.org/W2998113652","https://openalex.org/W2999309104","https://openalex.org/W3086096111","https://openalex.org/W6783400680","https://openalex.org/W6804185732"],"related_works":["https://openalex.org/W3034924094","https://openalex.org/W3094954546","https://openalex.org/W1488708774","https://openalex.org/W1982811510","https://openalex.org/W4391100477","https://openalex.org/W2402189625","https://openalex.org/W4327779705","https://openalex.org/W4310560702","https://openalex.org/W1513698804","https://openalex.org/W2029712093"],"abstract_inverted_index":{"With":[0],"the":[1,21,36,53,58,62,68,81,90,94,105,108,112,123,131,139,172,175],"development":[2],"and":[3,9,18,23,28,38,61,74,93,130,178],"application":[4],"of":[5,25,40,71,120,138,166,174],"large-scale":[6],"distributed":[7,26,54,72,121],"generation":[8,27,73],"new":[10],"electrify":[11],"transportation":[12,29,59],"loads":[13,30,60,77],"such":[14],"as":[15],"electric":[16,19,76],"vehicles":[17],"ships,":[20],"intermission":[22],"randomness":[24],"lead":[31],"to":[32,89,170],"enormous":[33],"challenges":[34],"in":[35,163],"operation":[37],"planning":[39,48,106],"distribution":[41],"network.":[42],"In":[43],"this":[44],"paper,":[45],"a":[46,147],"multi-objective":[47,142,149],"model":[49,70,177],"is":[50,144,168],"proposed":[51],"for":[52,104],"generations":[55],"that":[56],"considers":[57],"typical":[63,82],"source-load":[64,83],"spatiotemporal":[65,84],"scenarios.":[66],"Firstly,":[67],"probability":[69,91],"various":[75],"are":[78,86,102],"established.":[79],"And":[80],"scenarios":[85],"established":[87],"according":[88],"theory":[92],"multi-scenario":[95],"analysis":[96],"method.":[97],"Then":[98],"three":[99],"objective":[100,109,114,125,133],"functions":[101,110],"represented":[103],"model,":[107],"includes":[111],"economic":[113],"minimal":[115,134],"average":[116,135],"annual":[117],"comprehensive":[118,127],"cost":[119],"generation,":[122],"technical":[124],"maximal":[126],"utilization":[128],"rate":[129],"security":[132],"voltage":[136],"offset":[137],"bus.":[140],"The":[141],"function":[143],"solved":[145],"by":[146],"hybrid":[148],"algorithm,":[150],"which":[151],"combines":[152],"Particle":[153],"Swarm":[154],"Optimization,":[155],"Simulated":[156],"Annealing.":[157],"Finally,":[158],"A":[159],"IEEE-33":[160],"bus":[161],"system":[162],"port":[164],"area":[165],"China":[167],"employed":[169],"verify":[171],"effectiveness":[173],"prosed":[176],"algorithm.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
