{"id":"https://openalex.org/W2885085762","doi":"https://doi.org/10.1109/access.2018.2865598","title":"Multiobjective Robust Scheduling for Smart Distribution Grids: Considering Renewable Energy and Demand Response Uncertainty","display_name":"Multiobjective Robust Scheduling for Smart Distribution Grids: Considering Renewable Energy and Demand Response Uncertainty","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2885085762","doi":"https://doi.org/10.1109/access.2018.2865598","mag":"2885085762"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2865598","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2865598","pdf_url":null,"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":null,"license_id":null,"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://doi.org/10.1109/access.2018.2865598","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034850147","display_name":"Wenfei Yi","orcid":"https://orcid.org/0000-0003-1604-1029"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenfei Yi","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1604-1029","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410214","display_name":"Yiwei Zhang","orcid":"https://orcid.org/0000-0002-2990-4017"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Zhang","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010670636","display_name":"Zhibin Zhao","orcid":"https://orcid.org/0000-0002-5248-8533"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Zhao","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061498956","display_name":"Yongzhang Huang","orcid":"https://orcid.org/0000-0001-6443-0921"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongzhang Huang","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034850147"],"corresponding_institution_ids":["https://openalex.org/I153473198"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.2363,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.96058444,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"6","issue":null,"first_page":"45715","last_page":"45724"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","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/T11185","display_name":"Integrated Energy Systems Optimization","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/T10603","display_name":"Smart Grid Energy Management","score":0.9997000098228455,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9948999881744385,"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/renewable-energy","display_name":"Renewable energy","score":0.7750868797302246},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7687392830848694},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.659331202507019},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6558889746665955},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5796941518783569},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.5527215003967285},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5507652163505554},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5049470067024231},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4417009949684143},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15863457322120667},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11536285281181335},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.08421781659126282}],"concepts":[{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7750868797302246},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7687392830848694},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.659331202507019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6558889746665955},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5796941518783569},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.5527215003967285},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5507652163505554},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5049470067024231},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4417009949684143},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15863457322120667},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11536285281181335},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.08421781659126282},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2865598","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2865598","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f7be255f954a4bc283bd719bab6275c9","is_oa":true,"landing_page_url":"https://doaj.org/article/f7be255f954a4bc283bd719bab6275c9","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 6, Pp 45715-45724 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2865598","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2865598","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G8860227999","display_name":null,"funder_award_id":"2016YFB0101900","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":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1963656272","https://openalex.org/W1969978388","https://openalex.org/W1972313188","https://openalex.org/W1987505752","https://openalex.org/W1987559012","https://openalex.org/W1990037946","https://openalex.org/W1996399465","https://openalex.org/W2000587848","https://openalex.org/W2003065554","https://openalex.org/W2006093909","https://openalex.org/W2050511943","https://openalex.org/W2055603026","https://openalex.org/W2058391473","https://openalex.org/W2068856775","https://openalex.org/W2073427944","https://openalex.org/W2087095538","https://openalex.org/W2095900477","https://openalex.org/W2100020946","https://openalex.org/W2110449981","https://openalex.org/W2115700971","https://openalex.org/W2128711138","https://openalex.org/W2139956578","https://openalex.org/W2156606711","https://openalex.org/W2157475649","https://openalex.org/W2159613153","https://openalex.org/W2278279974","https://openalex.org/W2381747496","https://openalex.org/W7051364583"],"related_works":["https://openalex.org/W2555175041","https://openalex.org/W1589973774","https://openalex.org/W2353074559","https://openalex.org/W2171108821","https://openalex.org/W2023642087","https://openalex.org/W2074513827","https://openalex.org/W2402141875","https://openalex.org/W3125701662","https://openalex.org/W1498762745","https://openalex.org/W148990555"],"abstract_inverted_index":{"The":[0,173],"fluctuating":[1],"nature":[2],"of":[3,24,79,95,165,198],"renewable":[4,35,48,68,104,110,186],"energy":[5,36,49,69,105,111],"is":[6,40,53,63,90,131,149,159],"a":[7,21,134,139,144],"key":[8],"factor":[9],"that":[10,177],"limits":[11],"large-scale":[12],"integration":[13,112],"with":[14,92],"the":[15,59,77,86,93,97,102,125,128,153,163,166,189,196,199],"power":[16,119],"grid.":[17],"In":[18],"this":[19,56],"paper,":[20],"new":[22],"method":[23,193],"utilizing":[25],"multitype":[26,71,178],"demand":[27],"response":[28],"(DR)":[29],"resources":[30,73,180],"to":[31,124,151,161],"smooth":[32,183],"fluctuations":[33,184],"in":[34,67,76,185],"on":[37,82],"different":[38],"timescales":[39],"proposed.":[41],"A":[42,156],"multiobjective":[43,87],"robust":[44,60,80,140,191],"scheduling":[45,88,168,192,200],"model":[46,89,126,169],"considering":[47,109],"and":[50,65,70,101,117,143,170,188],"DR":[51,72,114,179],"uncertainties":[52,66],"established":[54],"using":[55,138],"method.":[57,172],"First,":[58],"optimization":[61],"theory":[62],"introduced,":[64],"are":[74],"described":[75],"form":[78],"intervals":[81],"multiple":[83],"timescales.":[84],"Then,":[85],"constructed":[91],"objective":[94],"obtaining":[96],"lowest":[98],"operating":[99],"cost":[100],"highest":[103],"utilization":[106],"rate,":[107],"while":[108],"constraints,":[113,116],"output":[115],"system":[118],"balance":[120],"constraints.":[121],"Finally,":[122],"according":[123],"characteristics,":[127],"uncertainty":[129],"problem":[130,136],"transformed":[132],"into":[133],"deterministic":[135,154],"by":[137],"counterpart":[141],"transformation,":[142],"nondominated":[145],"set":[146],"genetic":[147],"algorithm-II":[148],"used":[150],"solve":[152],"problem.":[155],"case":[157],"study":[158],"presented":[160],"verify":[162],"effectiveness":[164],"proposed":[167,190],"solution":[171],"calculation":[174],"results":[175],"show":[176],"can":[181,194],"effectively":[182],"energy,":[187],"increase":[195],"robustness":[197],"plan.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
