{"id":"https://openalex.org/W4386504707","doi":"https://doi.org/10.1145/3587716.3587799","title":"Optimization of energy storage participation in peak load shifting operation based on improved MOPSO","display_name":"Optimization of energy storage participation in peak load shifting operation based on improved MOPSO","publication_year":2023,"publication_date":"2023-02-17","ids":{"openalex":"https://openalex.org/W4386504707","doi":"https://doi.org/10.1145/3587716.3587799"},"language":"en","primary_location":{"id":"doi:10.1145/3587716.3587799","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3587716.3587799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 15th International Conference on Machine Learning and Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062765765","display_name":"Zhongqi Song","orcid":"https://orcid.org/0009-0004-4412-9495"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]},{"id":"https://openalex.org/I4210120238","display_name":"PowerChina (China)","ror":"https://ror.org/01varr368","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210120238"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhongqi Song","raw_affiliation_strings":["Shanghai University of Electric Power, China"],"raw_orcid":"https://orcid.org/0009-0004-4412-9495","affiliations":[{"raw_affiliation_string":"Shanghai University of Electric Power, China","institution_ids":["https://openalex.org/I23632641","https://openalex.org/I4210120238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102812505","display_name":"Guixue Cheng","orcid":"https://orcid.org/0009-0009-6320-1401"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]},{"id":"https://openalex.org/I4210120238","display_name":"PowerChina (China)","ror":"https://ror.org/01varr368","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210120238"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guixue Cheng","raw_affiliation_strings":["Shanghai University of Electric Power, China"],"raw_orcid":"https://orcid.org/0009-0009-6320-1401","affiliations":[{"raw_affiliation_string":"Shanghai University of Electric Power, China","institution_ids":["https://openalex.org/I23632641","https://openalex.org/I4210120238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062765765"],"corresponding_institution_ids":["https://openalex.org/I23632641","https://openalex.org/I4210120238"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12011272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"500","last_page":"506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.968999981880188,"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/T14502","display_name":"High-Voltage Power Transmission Systems","score":0.9652000069618225,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6964744329452515},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5839331746101379},{"id":"https://openalex.org/keywords/load-shifting","display_name":"Load shifting","score":0.5637396574020386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5551413297653198},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.5130587816238403},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4811602830886841},{"id":"https://openalex.org/keywords/load-profile","display_name":"Load profile","score":0.47914546728134155},{"id":"https://openalex.org/keywords/peak-load","display_name":"Peak load","score":0.47743257880210876},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4606274664402008},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4418162405490875},{"id":"https://openalex.org/keywords/electricity-price","display_name":"Electricity price","score":0.4209533631801605},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20520955324172974},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.18604105710983276},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16883650422096252},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.1644802987575531},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09854325652122498}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6964744329452515},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5839331746101379},{"id":"https://openalex.org/C2777030403","wikidata":"https://www.wikidata.org/wiki/Q17099419","display_name":"Load shifting","level":3,"score":0.5637396574020386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5551413297653198},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.5130587816238403},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4811602830886841},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.47914546728134155},{"id":"https://openalex.org/C2986689482","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Peak load","level":2,"score":0.47743257880210876},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4606274664402008},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4418162405490875},{"id":"https://openalex.org/C2983129042","wikidata":"https://www.wikidata.org/wiki/Q870344","display_name":"Electricity price","level":3,"score":0.4209533631801605},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20520955324172974},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.18604105710983276},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16883650422096252},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.1644802987575531},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09854325652122498},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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":1,"locations":[{"id":"doi:10.1145/3587716.3587799","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3587716.3587799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 15th International Conference on Machine Learning and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2575069735","https://openalex.org/W3166020619"],"related_works":["https://openalex.org/W3168236112","https://openalex.org/W39487273","https://openalex.org/W3094613423","https://openalex.org/W3137290685","https://openalex.org/W2903798664","https://openalex.org/W2420895911","https://openalex.org/W2078913648","https://openalex.org/W2556111895","https://openalex.org/W2766028852","https://openalex.org/W4386504707"],"abstract_inverted_index":{"To":[0],"solve":[1,81,140],"the":[2,30,38,51,90,95,110,130,133,136,141,159],"problem":[3,142],"of":[4,18,36,94,105,113,132,143,152],"how":[5],"to":[6,13,80,88,100,120,128,139],"use":[7],"energy":[8],"storage":[9],"system":[10],"(ESS)":[11],"equipment":[12],"shift":[14,101],"peak":[15,33,41,102,144,149],"and":[16,34,50,64,66,103,135,150],"valley":[17,35,104,151],"load":[19,42,46,106,145,153],"combined":[20],"with":[21],"time-sharing":[22,59],"electricity":[23,60],"price,":[24,61],"making":[25],"economy":[26],"optim":[27],"while":[28],"reducing":[29],"gap":[31],"between":[32],"load,":[37],"model":[39,52,134],"for":[40,53,115,154],"shifting":[43,146,148],"based":[44,57],"on":[45,58],"peak-to-valley":[47],"standard":[48],"deviation":[49],"daily":[54],"operating":[55],"cost":[56,68],"ESS":[62],"investment":[63],"operation":[65],"maintenance":[67],"were":[69],"constructed.":[70],"The":[71,97,124],"improved":[72,111,137],"multi-objective":[73],"particle":[74],"swarm":[75],"optimization(MOPSO)":[76],"algorithm":[77,138],"was":[78,86,107],"used":[79],"it.":[82],"A":[83],"grid-density":[84],"strategy":[85,99,112],"proposed":[87],"improve":[89],"global":[91],"optimization":[92],"ability":[93],"algorithm.":[96],"final":[98],"selected":[108],"by":[109,118,147],"technique":[114],"order":[116],"preference":[117],"similarity":[119],"an":[121],"ideal":[122],"solution.":[123],"example":[125],"is":[126],"given":[127],"verify":[129],"effectiveness":[131],"two":[155],"different":[156],"loads":[157],"in":[158],"same":[160],"area.":[161]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}