{"id":"https://openalex.org/W3010176057","doi":"https://doi.org/10.1109/access.2020.2977921","title":"Multi-Objective Optimal Dispatching for a Grid-Connected Micro-Grid Considering Wind Power Forecasting Probability","display_name":"Multi-Objective Optimal Dispatching for a Grid-Connected Micro-Grid Considering Wind Power Forecasting Probability","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3010176057","doi":"https://doi.org/10.1109/access.2020.2977921","mag":"3010176057"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2977921","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2977921","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09022899.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/ielx7/6287639/8948470/09022899.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039731992","display_name":"Sizhou Sun","orcid":"https://orcid.org/0000-0002-1333-9180"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sizhou Sun","raw_affiliation_strings":["Anhui Key Laboratory of Electric Drive and Control, Anhui Polytechnic University, Wuhu, China","School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-1333-9180","affiliations":[{"raw_affiliation_string":"Anhui Key Laboratory of Electric Drive and Control, Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]},{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002982520","display_name":"Jingqi Fu","orcid":"https://orcid.org/0000-0002-0811-1034"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingqi Fu","raw_affiliation_strings":["School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0811-1034","affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071407769","display_name":"Lisheng Wei","orcid":"https://orcid.org/0000-0003-1935-2260"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisheng Wei","raw_affiliation_strings":["Anhui Key Laboratory of Electric Drive and Control, Anhui Polytechnic University, Wuhu, China"],"raw_orcid":"https://orcid.org/0000-0003-1935-2260","affiliations":[{"raw_affiliation_string":"Anhui Key Laboratory of Electric Drive and Control, Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100413655","display_name":"Ang Li","orcid":"https://orcid.org/0000-0003-2385-6963"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ang Li","raw_affiliation_strings":["School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2385-6963","affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.0188,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.8668299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"46981","last_page":"46997"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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":0.9991000294685364,"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":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.771247923374176},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6584479808807373},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6040716171264648},{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"Wind power forecasting","score":0.5235823392868042},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.4828527569770813},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4795341491699219},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.47610291838645935},{"id":"https://openalex.org/keywords/probabilistic-forecasting","display_name":"Probabilistic forecasting","score":0.43158745765686035},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3661835193634033},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.31907105445861816},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14783862233161926},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14397987723350525},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1252124011516571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11115851998329163}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.771247923374176},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6584479808807373},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6040716171264648},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.5235823392868042},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.4828527569770813},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4795341491699219},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.47610291838645935},{"id":"https://openalex.org/C122282355","wikidata":"https://www.wikidata.org/wiki/Q7246855","display_name":"Probabilistic forecasting","level":3,"score":0.43158745765686035},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3661835193634033},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.31907105445861816},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14783862233161926},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14397987723350525},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1252124011516571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11115851998329163},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2977921","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2977921","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09022899.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:9327ddb41cd1487889c3ebff455ce9c6","is_oa":true,"landing_page_url":"https://doaj.org/article/9327ddb41cd1487889c3ebff455ce9c6","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,"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":"IEEE Access, Vol 8, Pp 46981-46997 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2977921","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2977921","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09022899.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":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G4361240100","display_name":null,"funder_award_id":"1608085MF146","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320328637","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010176057.pdf","grobid_xml":"https://content.openalex.org/works/W3010176057.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W845587300","https://openalex.org/W1966499742","https://openalex.org/W1975905140","https://openalex.org/W1977398352","https://openalex.org/W1986030286","https://openalex.org/W1995140642","https://openalex.org/W2015373256","https://openalex.org/W2021826571","https://openalex.org/W2028171380","https://openalex.org/W2153351685","https://openalex.org/W2167145078","https://openalex.org/W2173299659","https://openalex.org/W2189615902","https://openalex.org/W2284726324","https://openalex.org/W2336145052","https://openalex.org/W2401688955","https://openalex.org/W2404698295","https://openalex.org/W2499358387","https://openalex.org/W2519686997","https://openalex.org/W2530687819","https://openalex.org/W2584320016","https://openalex.org/W2592540809","https://openalex.org/W2737356448","https://openalex.org/W2742197121","https://openalex.org/W2762869206","https://openalex.org/W2765185240","https://openalex.org/W2767124238","https://openalex.org/W2773931999","https://openalex.org/W2795468861","https://openalex.org/W2800936433","https://openalex.org/W2804510834","https://openalex.org/W2814653346","https://openalex.org/W2896864326","https://openalex.org/W2898547920","https://openalex.org/W2908904086","https://openalex.org/W2909474405","https://openalex.org/W2909843840","https://openalex.org/W2910003659","https://openalex.org/W2913740016","https://openalex.org/W2915446925","https://openalex.org/W2922089800","https://openalex.org/W2928826301","https://openalex.org/W2962416476","https://openalex.org/W2979282478","https://openalex.org/W2996117967","https://openalex.org/W3101108095"],"related_works":["https://openalex.org/W2909436466","https://openalex.org/W2769304616","https://openalex.org/W4380482219","https://openalex.org/W4377969695","https://openalex.org/W3154413779","https://openalex.org/W2626641865","https://openalex.org/W2561944894","https://openalex.org/W2034182965","https://openalex.org/W2246158493","https://openalex.org/W2946066052"],"abstract_inverted_index":{"In":[0,90,182],"recent":[1],"years,":[2],"a":[3,68,207,231],"large":[4],"number":[5],"of":[6,20,29,67,75,149,194,210,230,247],"wind":[7,21,30,56,76,92,96,137],"power":[8,27,57,77,93,97,138,266],"has":[9],"been":[10],"applied":[11],"in":[12,25,43,61,118],"the":[13,23,26,39,91,123,136,141,147,178,183,191,221,245,248],"micro-grid":[14],"(MG).":[15],"Influenced":[16],"by":[17,196,271],"randomness":[18],"characteristics":[19],"speed,":[22],"uncertainty":[24],"output":[28],"turbines":[31],"imposes":[32],"some":[33],"safety":[34],"and":[35,84,111,161,201,205,237,251,268,275],"stability":[36],"problems":[37],"on":[38,101],"optimal":[40,65,179,212],"energy":[41,51,85,192,269],"management":[42,52],"MG.":[44,71],"To":[45,121],"address":[46],"this":[47,62,119],"problem,":[48],"an":[49,127,159],"expert":[50],"system":[53,87],"(EEMS)":[54],"considering":[55,272],"probability":[58],"is":[59,116,132,173,187,217],"developed":[60,188],"study":[63],"for":[64,151,255],"dispatching":[66,180,193,239],"typical":[69,232],"grid-connected":[70,233],"The":[72,258],"EEMS":[73,195,262],"composes":[74],"probabilistic":[78,98,152],"forecasting":[79,94,99,124],"module,":[80,95],"multi-objective":[81,164],"optimization":[82],"module":[83],"storage":[86,270],"(ESS)":[88],"module.":[89],"based":[100,235],"complementary":[102],"ensemble":[103],"empirical":[104],"mode":[105],"decomposition":[106],"with":[107,168],"adaptive":[108],"noise":[109],"(CEEMDAN)":[110],"Gaussian":[112],"process":[113],"regression":[114],"(GPR)":[115],"proposed":[117,249],"study.":[120],"improve":[122],"results,":[125],"CEEMDAN,":[126],"effective":[128,162],"signal":[129],"processing":[130],"method,":[131],"employed":[133,218],"to":[134,176,189,219,243],"decompose":[135],"data,":[139],"then,":[140,215],"decomposed":[142],"subseries":[143],"are":[144,241],"utilized":[145],"as":[146],"inputs":[148],"GPR":[150],"forecasting.":[153],"A":[154],"two-step":[155],"solution":[156],"methodology":[157],"combining":[158],"efficient":[160],"improved":[163],"bat":[165],"algorithm":[166],"(IMOBA)":[167],"fuzzy":[169],"set":[170,209],"theory":[171],"(FST)":[172],"put":[174],"forward":[175],"solve":[177],"problems.":[181],"first":[184],"step,":[185],"IMOBA":[186],"optimize":[190],"minimizing":[197],"both":[198],"economic":[199,273],"cost":[200,274],"pollutant":[202,276],"emissions":[203],"simultaneously,":[204],"obtain":[206],"well-distributed":[208],"Pareto":[211],"front":[213],"(POF),":[214],"FST":[216],"identify":[220],"best":[222],"compromise":[223],"solutions":[224],"from":[225],"POF.":[226],"Six":[227],"operational":[228],"scenarios":[229],"MG":[234],"one-POF-one-day":[236],"one-POF-one-hour":[238],"schemes":[240],"constructed":[242],"investigate":[244],"effectiveness":[246],"strategy":[250],"provide":[252],"more":[253],"flexibility":[254],"decision":[256],"makers.":[257],"results":[259],"illustrate":[260],"that":[261],"can":[263],"effectively":[264],"schedule":[265],"generation":[267],"emission":[277],"objectives":[278],"simultaneously.":[279]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
