{"id":"https://openalex.org/W3099889369","doi":"https://doi.org/10.1109/isgt-europe47291.2020.9248749","title":"On Assessment of the Scenario Clustering in Stochastic Bidding: A Full-Cycle Perspective","display_name":"On Assessment of the Scenario Clustering in Stochastic Bidding: A Full-Cycle Perspective","publication_year":2020,"publication_date":"2020-10-26","ids":{"openalex":"https://openalex.org/W3099889369","doi":"https://doi.org/10.1109/isgt-europe47291.2020.9248749","mag":"3099889369"},"language":"en","primary_location":{"id":"doi:10.1109/isgt-europe47291.2020.9248749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe47291.2020.9248749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004292099","display_name":"Guangchun Ruan","orcid":"https://orcid.org/0000-0003-2660-9298"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangchun Ruan","raw_affiliation_strings":["State Key Lab, Tsinghua Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Lab, Tsinghua Univ","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091349192","display_name":"Haiwang Zhong","orcid":"https://orcid.org/0000-0001-9545-6243"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiwang Zhong","raw_affiliation_strings":["State Key Lab, Tsinghua Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Lab, Tsinghua Univ","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001759017","display_name":"Qing Xia","orcid":"https://orcid.org/0000-0001-5238-9300"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Xia","raw_affiliation_strings":["State Key Lab, Tsinghua Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Lab, Tsinghua Univ","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100447205","display_name":"Chongqing Kang","orcid":"https://orcid.org/0000-0003-2296-8250"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongqing Kang","raw_affiliation_strings":["State Key Lab, Tsinghua Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Lab, Tsinghua Univ","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1055","last_page":"1059"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bidding","display_name":"Bidding","score":0.942263126373291},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8486868143081665},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7445828914642334},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6611347198486328},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48733553290367126},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47654563188552856},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.43927091360092163},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4323650598526001},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40414154529571533},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32837483286857605},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2811671197414398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19664070010185242},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09001132845878601},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08278563618659973}],"concepts":[{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.942263126373291},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8486868143081665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7445828914642334},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6611347198486328},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48733553290367126},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47654563188552856},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.43927091360092163},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4323650598526001},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40414154529571533},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32837483286857605},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2811671197414398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19664070010185242},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09001132845878601},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08278563618659973},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt-europe47291.2020.9248749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe47291.2020.9248749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1570220941","https://openalex.org/W1991024521","https://openalex.org/W2071177730","https://openalex.org/W2099235462","https://openalex.org/W2110554198","https://openalex.org/W2147153526","https://openalex.org/W2154655848","https://openalex.org/W2507646074","https://openalex.org/W2519732683","https://openalex.org/W2572733674","https://openalex.org/W2612444534","https://openalex.org/W2799006821","https://openalex.org/W2909899109","https://openalex.org/W2917339392"],"related_works":["https://openalex.org/W2355561715","https://openalex.org/W2355326491","https://openalex.org/W2389286292","https://openalex.org/W2360751371","https://openalex.org/W2387920521","https://openalex.org/W2389754756","https://openalex.org/W2382224273","https://openalex.org/W2373538886","https://openalex.org/W2360290312","https://openalex.org/W2369836678"],"abstract_inverted_index":{"Demand-side":[0],"bidding":[1,37,105,121],"often":[2],"applies":[3],"stochastic":[4,104],"models":[5],"to":[6,15,22,42,96,113,128],"deal":[7],"with":[8,79],"the":[9,30,43,51,56,68,73,103,115,133,137],"price":[10,26],"uncertainty.":[11],"These":[12],"models,":[13],"due":[14],"computational":[16],"complexity":[17],"concerns,":[18],"are":[19,93],"only":[20],"able":[21],"consider":[23],"some":[24,82,110],"clustered":[25],"scenarios":[27,101],"rather":[28],"than":[29],"original":[31],"and":[32,76,88,139],"large":[33],"scenario":[34,116],"set.":[35],"Many":[36],"researches":[38],"pay":[39],"little":[40],"attention":[41],"clustering":[44,69,117,143],"quality":[45,70],"issue,":[46],"which":[47,123],"might":[48],"greatly":[49],"influence":[50],"model":[52],"outputs.":[53],"To":[54],"bridge":[55],"gap,":[57],"this":[58],"paper":[59],"proposes":[60],"a":[61,119],"full-cycle":[62],"perspective":[63],"that":[64],"we":[65],"can":[66,124],"boost":[67],"by":[71],"improving":[72],"data":[74],"preparation":[75],"selection":[77,91],"steps":[78],"guidance":[80],"from":[81],"application-specific":[83],"properties.":[84],"An":[85],"enhanced":[86],"dataset":[87],"an":[89],"improved":[90],"criteria":[92],"then":[94],"proposed":[95,142],"search":[97],"for":[98,102,118],"more":[99],"adaptable":[100],"tasks.":[106],"Our":[107],"findings":[108],"provide":[109],"new":[111],"insights":[112],"understand":[114],"typical":[120],"application,":[122],"be":[125],"readily":[126],"extended":[127],"other":[129],"research":[130],"fields.":[131],"Finally,":[132],"numerical":[134],"tests":[135],"validate":[136],"efficiency":[138],"robustness":[140],"of":[141],"methods.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
