{"id":"https://openalex.org/W2954486550","doi":"https://doi.org/10.1109/access.2019.2926594","title":"Multi-Objective Optimization of Time-of-Use Price for Tertiary Industry Based on Generalized Seasonal Multi- Model Structure","display_name":"Multi-Objective Optimization of Time-of-Use Price for Tertiary Industry Based on Generalized Seasonal Multi- Model Structure","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2954486550","doi":"https://doi.org/10.1109/access.2019.2926594","mag":"2954486550"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2926594","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2926594","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08754692.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/ielx7/6287639/8600701/08754692.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059119403","display_name":"Yang Hu","orcid":"https://orcid.org/0000-0001-9079-6978"},"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":"Yang Hu","raw_affiliation_strings":["School of Control and Computer Engineering, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Control and Computer Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100756421","display_name":"Yunzhi Li","orcid":"https://orcid.org/0000-0002-1078-2240"},"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":"Yunzhi Li","raw_affiliation_strings":["School of Control and Computer Engineering, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Control and Computer Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087291799","display_name":"Longjin Chen","orcid":"https://orcid.org/0000-0001-7516-7794"},"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":"Longjin Chen","raw_affiliation_strings":["Hainan Power Grid Corporation, Haikou, China"],"affiliations":[{"raw_affiliation_string":"Hainan Power Grid Corporation, Haikou, China","institution_ids":["https://openalex.org/I74872605"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059119403"],"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":0.8433,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.74046718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"89234","last_page":"89244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9986000061035156,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.7547277212142944},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.7345825433731079},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6440602540969849},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6166015267372131},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.588169515132904},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5550680756568909},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.49715521931648254},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4663858413696289},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.45545026659965515},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.4552546739578247},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.3269476890563965},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19523313641548157},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17381784319877625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1322648823261261}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7547277212142944},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.7345825433731079},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6440602540969849},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6166015267372131},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.588169515132904},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5550680756568909},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.49715521931648254},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4663858413696289},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.45545026659965515},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.4552546739578247},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.3269476890563965},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19523313641548157},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17381784319877625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1322648823261261},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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.2019.2926594","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2926594","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08754692.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:647a994559464ba8acbbb7619b4adbf9","is_oa":true,"landing_page_url":"https://doaj.org/article/647a994559464ba8acbbb7619b4adbf9","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 7, Pp 89234-89244 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2926594","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2926594","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08754692.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/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5723663288","display_name":null,"funder_award_id":"2019MS024","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6817101137","display_name":null,"funder_award_id":"U1766204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7910506436","display_name":null,"funder_award_id":"2018ZD05","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2954486550.pdf","grobid_xml":"https://content.openalex.org/works/W2954486550.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1618101233","https://openalex.org/W1974364887","https://openalex.org/W1989649628","https://openalex.org/W2000302675","https://openalex.org/W2020399066","https://openalex.org/W2040895929","https://openalex.org/W2074513827","https://openalex.org/W2079697937","https://openalex.org/W2082291889","https://openalex.org/W2084647544","https://openalex.org/W2094054185","https://openalex.org/W2105439246","https://openalex.org/W2126105956","https://openalex.org/W2134704122","https://openalex.org/W2143022498","https://openalex.org/W2155556726","https://openalex.org/W2159514557","https://openalex.org/W2165232124","https://openalex.org/W2342445519","https://openalex.org/W2602234186","https://openalex.org/W2765349520","https://openalex.org/W2769293273","https://openalex.org/W2771369270","https://openalex.org/W2949823946","https://openalex.org/W6763876014"],"related_works":["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","https://openalex.org/W3006936859","https://openalex.org/W1589973774"],"abstract_inverted_index":{"In":[0],"the":[1,4,29,36,48,62,139,164,169,172,183,190],"smart":[2],"grid,":[3],"demand-side":[5],"management":[6],"of":[7,33,41,52,64,143,171],"power":[8,16,43,66,191],"load":[9,17,67,124,192,199],"plays":[10],"an":[11],"essential":[12],"role":[13],"to":[14,27,120,162],"improve":[15],"curve":[18,193],"where":[19,148],"time-of-use":[20],"(TOU)":[21],"price":[22,54,145,203],"incentive":[23],"is":[24,58,69,118,146,160,175],"widely":[25],"used":[26],"mobilize":[28],"multi-time-scale":[30],"response":[31,110,125],"ability":[32],"demand-side.":[34],"Considering":[35],"seasonal":[37,134,185],"and":[38,76,87,115,130,205],"daily":[39],"characteristics":[40],"user":[42,123,207],"load,":[44],"in":[45],"this":[46,137],"paper,":[47],"dynamic":[49],"multi-objective":[50,140],"optimization":[51,141],"TOU":[53,144,186],"under":[55],"multi-model":[56],"structure":[57,112],"mainly":[59],"studied.":[60],"First,":[61],"preprocessing":[63],"raw":[65],"data":[68,74,78],"systematically":[70],"discussed,":[71],"including":[72],"abnormal":[73],"elimination":[75],"missing":[77],"reconstruction.":[79],"Then,":[80],"combining":[81],"adaptive":[82],"affinity":[83],"propagation":[84],"(adAP)":[85],"clustering":[86],"fuzzy":[88],"k-nearest":[89],"neighbor":[90],"(FKNN)":[91],"clustering,":[92],"generalized":[93],"seasons":[94],"are":[95,101,188],"divided":[96],"while":[97],"peak-flat-valley":[98],"time":[99],"periods":[100],"redivided":[102],"for":[103],"each":[104,133],"season.":[105],"Subsequently,":[106],"a":[107],"frequency-separated":[108],"demand":[109],"model":[111,128,135],"involving":[113],"steady-state":[114],"uncertainty":[116],"terms":[117],"built":[119],"approach":[121],"actual":[122],"with":[126,154],"balanced":[127],"complexity":[129],"accuracy.":[131],"For":[132],"using":[136],"structure,":[138],"problem":[142],"formed":[147],"non-dominated":[149],"sorting":[150,157],"genetic":[151],"algorithm-II":[152],"(NSGA-II)":[153],"probabilistic":[155],"deviation":[156],"order":[158],"strategy":[159],"proposed":[161],"select":[163],"balance":[165],"optimal":[166],"solutions.":[167],"Finally,":[168],"effectiveness":[170],"above":[173],"methods":[174],"validated.":[176],"The":[177],"simulation":[178],"results":[179],"show":[180],"that":[181],"if":[182],"optimized":[184],"prices":[187],"adopted,":[189],"can":[194],"be":[195],"obviously":[196],"improved":[197],"increasing":[198],"rate,":[200],"reducing":[201],"electricity":[202],"expenditure,":[204],"ensuring":[206],"satisfaction":[208],"degree.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
