{"id":"https://openalex.org/W2751885446","doi":"https://doi.org/10.1109/cdc.2017.8263889","title":"A data-based approach to power capacity optimization","display_name":"A data-based approach to power capacity optimization","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2751885446","doi":"https://doi.org/10.1109/cdc.2017.8263889","mag":"2751885446"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2017.8263889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2017.8263889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 56th Annual Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11311/1031965","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035756421","display_name":"Giorgio Manganini","orcid":"https://orcid.org/0000-0002-5394-4094"},"institutions":[{"id":"https://openalex.org/I4210159603","display_name":"United Technologies Research Center","ror":"https://ror.org/04vxc1c96","country_code":"IE","type":"company","lineage":["https://openalex.org/I4210159603"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Giorgio Manganini","raw_affiliation_strings":["United Technologies Research Centre, Ireland"],"affiliations":[{"raw_affiliation_string":"United Technologies Research Centre, Ireland","institution_ids":["https://openalex.org/I4210159603"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057980054","display_name":"Alessandro Falsone","orcid":"https://orcid.org/0000-0002-2335-1490"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Falsone","raw_affiliation_strings":["Dipartimento di Elettronica, Politecnico di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104580383","display_name":"J\u00e1n \u0160irok\u00fd","orcid":"https://orcid.org/0000-0001-9498-7296"},"institutions":[{"id":"https://openalex.org/I4210096233","display_name":"Energocentrum (Czechia)","ror":"https://ror.org/00qmpe609","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210096233"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Siroky","raw_affiliation_strings":["Energocentrum Plus s.r.o., Praha, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Energocentrum Plus s.r.o., Praha, Czech Republic","institution_ids":["https://openalex.org/I4210096233"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060251698","display_name":"Maria Prandini","orcid":"https://orcid.org/0000-0001-7443-4117"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Prandini","raw_affiliation_strings":["Dipartimento di Elettronica, Politecnico di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035756421"],"corresponding_institution_ids":["https://openalex.org/I4210159603"],"apc_list":null,"apc_paid":null,"fwci":0.2867,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59480801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"16","issue":null,"first_page":"1663","last_page":"1668"},"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":0.996999979019165,"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":0.9926999807357788,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.60245680809021},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5948656797409058},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5498063564300537},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5376689434051514},{"id":"https://openalex.org/keywords/capacity-optimization","display_name":"Capacity optimization","score":0.5128291249275208},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4899072051048279},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48946893215179443},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.48072031140327454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45879197120666504},{"id":"https://openalex.org/keywords/capacity-planning","display_name":"Capacity planning","score":0.4490795135498047},{"id":"https://openalex.org/keywords/nameplate-capacity","display_name":"Nameplate capacity","score":0.41775089502334595},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.35220831632614136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3112839460372925},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1785406768321991}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.60245680809021},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5948656797409058},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5498063564300537},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5376689434051514},{"id":"https://openalex.org/C2776469763","wikidata":"https://www.wikidata.org/wiki/Q5034491","display_name":"Capacity optimization","level":3,"score":0.5128291249275208},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4899072051048279},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48946893215179443},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.48072031140327454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45879197120666504},{"id":"https://openalex.org/C2781007418","wikidata":"https://www.wikidata.org/wiki/Q1456934","display_name":"Capacity planning","level":2,"score":0.4490795135498047},{"id":"https://openalex.org/C71554815","wikidata":"https://www.wikidata.org/wiki/Q200974","display_name":"Nameplate capacity","level":4,"score":0.41775089502334595},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.35220831632614136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3112839460372925},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1785406768321991},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc.2017.8263889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2017.8263889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 56th Annual Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1031965","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1031965","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1031965","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1031965","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W788906123","https://openalex.org/W1563736811","https://openalex.org/W1964826896","https://openalex.org/W1997898472","https://openalex.org/W2006698588","https://openalex.org/W2153675946","https://openalex.org/W2193929865","https://openalex.org/W2514961443","https://openalex.org/W2978359997","https://openalex.org/W3021971632","https://openalex.org/W3123788689","https://openalex.org/W3125670501"],"related_works":["https://openalex.org/W2923652323","https://openalex.org/W3194348528","https://openalex.org/W2705845932","https://openalex.org/W2514111033","https://openalex.org/W1908892063","https://openalex.org/W3012984810","https://openalex.org/W2489955862","https://openalex.org/W1597603242","https://openalex.org/W4233580441","https://openalex.org/W2335621649"],"abstract_inverted_index":{"We":[0],"consider":[1],"a":[2,8,74,89,126,133,158,176],"power":[3,17,48,71,83,138],"capacity":[4,18,53],"optimization":[5],"problem":[6,124],"where":[7],"consumer":[9],"has":[10],"to":[11,19,121],"decide":[12],"the":[13,22,33,51,59,69,77,94,97,104,109,122,146,171],"amount":[14,28],"of":[15,50,58,96,129,137,149,170],"electrical":[16],"purchase":[20],"for":[21],"following":[23],"year,":[24],"which":[25,101,141],"includes":[26,102],"an":[27,38,118],"that":[29,57,81,91,161],"is":[30,54,66,85,142,162,173],"constant":[31],"over":[32],"year":[34],"(yearly":[35],"capacity),":[36],"and":[37],"additional":[39],"surplus":[40],"per":[41,47],"month":[42,75],"(monthly":[43],"capacity).":[44],"The":[45,168],"cost":[46,65],"unit":[49],"yearly":[52],"lower":[55],"than":[56],"monthly":[60],"capacity.":[61,79],"A":[62],"high":[63],"violation":[64,105],"paid":[67],"when":[68],"actual":[70],"consumption":[72,84,139],"in":[73,93],"exceeds":[76],"pre-allocated":[78],"Given":[80],"future":[82],"uncertain,":[86],"we":[87,115],"propose":[88],"solution":[90,120],"consists":[92],"minimization":[95],"average":[98,110],"expected":[99],"cost,":[100],"also":[103],"costs.":[106],"By":[107],"replacing":[108],"with":[111,125],"its":[112],"empirical":[113,150],"mean,":[114],"can":[116],"compute":[117],"approximate":[119],"original":[123],"pre-defined":[127],"level":[128],"accuracy":[130],"by":[131],"extracting":[132],"sufficiently":[134],"large":[135],"number":[136],"realizations,":[140],"here":[143],"set":[144],"via":[145],"uniform":[147],"convergence":[148],"means":[151],"theory.":[152],"Extractions":[153],"are":[154],"obtained":[155],"based":[156],"on":[157,175],"stochastic":[159],"model":[160],"built":[163],"from":[164],"available":[165],"historical":[166],"data.":[167],"effectiveness":[169],"approach":[172],"shown":[174],"real":[177],"case":[178],"study.":[179]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}