{"id":"https://openalex.org/W3127597581","doi":"https://doi.org/10.1109/access.2021.3053598","title":"Optimal Planning Design of a District-Level Integrated Energy System Considering the Impacts of Multi-Dimensional Uncertainties: A Multi-Objective Interval Optimization Method","display_name":"Optimal Planning Design of a District-Level Integrated Energy System Considering the Impacts of Multi-Dimensional Uncertainties: A Multi-Objective Interval Optimization Method","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3127597581","doi":"https://doi.org/10.1109/access.2021.3053598","mag":"3127597581"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3053598","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3053598","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":"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://doi.org/10.1109/access.2021.3053598","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100623306","display_name":"Hang Liu","orcid":"https://orcid.org/0000-0003-1722-2286"},"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":"Hang Liu","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University, Beijing, China","State Key Laboratory of Alternate Electrical Power System With Renewable Energy Sources, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]},{"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/A5101827362","display_name":"Shi Tian","orcid":"https://orcid.org/0000-0001-9733-9251"},"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":"Shi Tian","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University, Beijing, China","State Key Laboratory of Alternate Electrical Power System With Renewable Energy Sources, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]},{"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/A5088624127","display_name":"Xing Wang","orcid":"https://orcid.org/0000-0001-9238-3050"},"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":"Xing Wang","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University, Beijing, China","State Key Laboratory of Alternate Electrical Power System With Renewable Energy Sources, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]},{"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/A5100552849","display_name":"Yuwei Cao","orcid":null},"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":"Yuwei Cao","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University, Beijing, China","State Key Laboratory of Alternate Electrical Power System With Renewable Energy Sources, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]},{"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/A5100447292","display_name":"Ming Zeng","orcid":"https://orcid.org/0000-0002-7318-6382"},"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":"Ming Zeng","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University, Beijing, China","State Key Laboratory of Alternate Electrical Power System With Renewable Energy Sources, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]},{"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/A5100771498","display_name":"Yanbin Li","orcid":"https://orcid.org/0000-0002-4142-7743"},"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":"Yanbin Li","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100623306"],"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":2.1057,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.87048847,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"26278","last_page":"26289"},"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":0.9988999962806702,"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":0.9987999796867371,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7184751629829407},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6894879341125488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6397687792778015},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5669394135475159},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5346782207489014},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.48713418841362},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4829830229282379},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.4644612669944763},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.45060184597969055},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.41381531953811646},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41027578711509705},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14134922623634338},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10428515076637268},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10280561447143555}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7184751629829407},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6894879341125488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6397687792778015},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5669394135475159},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5346782207489014},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.48713418841362},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4829830229282379},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.4644612669944763},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.45060184597969055},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.41381531953811646},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41027578711509705},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14134922623634338},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10428515076637268},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10280561447143555},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3053598","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3053598","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":"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:0db3ff57eaa44e05ad14606b8abdfad1","is_oa":true,"landing_page_url":"https://doaj.org/article/0db3ff57eaa44e05ad14606b8abdfad1","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 9, Pp 26278-26289 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3053598","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3053598","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":"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":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G3048725637","display_name":null,"funder_award_id":"19ZDA081","funder_id":"https://openalex.org/F4320327557","funder_display_name":"National Office for Philosophy and Social Sciences"},{"id":"https://openalex.org/G4331561676","display_name":null,"funder_award_id":"2020MS067","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320327557","display_name":"National Office for Philosophy and Social Sciences","ror":"https://ror.org/04m0ms912"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2071705105","https://openalex.org/W2095900477","https://openalex.org/W2156606711","https://openalex.org/W2189658502","https://openalex.org/W2282306053","https://openalex.org/W2312507464","https://openalex.org/W2377488959","https://openalex.org/W2580583495","https://openalex.org/W2740879102","https://openalex.org/W2767319437","https://openalex.org/W2778109384","https://openalex.org/W2897842774","https://openalex.org/W2901044515","https://openalex.org/W2944431705","https://openalex.org/W2945602563","https://openalex.org/W2964822643","https://openalex.org/W2970863897","https://openalex.org/W3009334922","https://openalex.org/W3015053968","https://openalex.org/W3022002070","https://openalex.org/W3025197923","https://openalex.org/W3025383746","https://openalex.org/W3046783233","https://openalex.org/W3049536044","https://openalex.org/W3114955552"],"related_works":["https://openalex.org/W2900864464","https://openalex.org/W2475480881","https://openalex.org/W2562422612","https://openalex.org/W2121723556","https://openalex.org/W54727051","https://openalex.org/W2783639087","https://openalex.org/W2155956102","https://openalex.org/W2390244926","https://openalex.org/W2112820851","https://openalex.org/W3112440507"],"abstract_inverted_index":{"Improving":[0],"the":[1,14,36,43,46,52,69,91,109,113,125,132,135,140,143,150,163,181,188,191,194,207,227,231,237,243,248],"utilization":[2,145,249],"efficiency":[3,250],"of":[4,16,45,54,68,72,93,108,134,142,165,183,190,245,251],"renewable":[5],"energy":[6,19,37,99],"sources":[7],"(RES)":[8],"is":[9,86,129,223],"an":[10,17,65,83,217],"important":[11],"task":[12],"for":[13,35,124],"development":[15],"integrated":[18],"system":[20],"(IES).":[21],"To":[22],"address":[23],"this":[24,26,61,158],"challenge,":[25],"paper":[27],"proposes":[28],"a":[29,119,210],"novel":[30],"multi-objective":[31,120],"interval":[32,84,121,173,195],"optimization":[33,122,212],"framework":[34],"hub":[38],"(EH)":[39],"planning":[40,127,257],"problem":[41,128,213],"from":[42],"perspective":[44],"source":[47],"load":[48,95],"synergy,":[49],"while":[50],"considering":[51,177],"impacts":[53,179],"both":[55],"supply-":[56],"and":[57,77,102,116,139,168,175,198,215,247,253],"demand-side":[58,169],"uncertainties.":[59,105],"For":[60],"aim,":[62],"based":[63],"on":[64,80],"in-depth":[66],"analysis":[67],"adjustable":[70],"characteristics":[71],"various":[73],"loads":[74],"in":[75,180],"EH":[76,126,246],"their":[78,178],"effect":[79],"RES":[81,144,166,252],"absorption,":[82],"model":[85,123,208],"first":[87],"established":[88],"to":[89,97,153,187,205,225,230],"describe":[90],"responsiveness":[92],"users\u2019":[94],"demand":[96],"real-time":[98],"price":[100],"variations":[101],"its":[103],"associated":[104],"In":[106],"view":[107],"natural":[110],"contradiction":[111],"between":[112],"system\u2019s":[114,136],"economic":[115,137],"environmental":[117],"benefits,":[118],"developed,":[130],"wherein":[131],"minimization":[133],"costs":[138],"maximization":[141],"rate":[146],"are":[147,202],"considered":[148],"as":[149],"dual":[151],"objectives":[152],"be":[154],"optimized":[155],"simultaneously.":[156],"Moreover,":[157],"study":[159],"takes":[160],"into":[161,209],"account":[162],"uncertainties":[164],"availability":[167],"behaviors":[170],"by":[171],"using":[172],"numbers":[174],"properly":[176],"context":[182],"long-term":[184],"planning.":[185],"According":[186],"features":[189],"proposed":[192,238],"model,":[193],"order":[196],"relation":[197],"possible":[199],"degree":[200],"method":[201,239],"jointly":[203],"used":[204,224],"transform":[206],"deterministic":[211],"first,":[214],"then":[216],"improved":[218],"non-dominant":[219],"sorting":[220],"genetic":[221],"algorithm":[222],"derive":[226],"optimal":[228],"solution":[229],"problem.":[232],"The":[233],"results":[234],"show":[235],"that":[236],"can":[240],"effectively":[241],"improve":[242],"economy":[244],"flexibly":[254],"meet":[255],"different":[256],"requirements,":[258],"giving":[259],"better":[260],"engineering":[261],"practicability.":[262]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
