{"id":"https://openalex.org/W2734345494","doi":"https://doi.org/10.23919/acc.2017.7963477","title":"On certainty equivalence of demand charge reduction using storage","display_name":"On certainty equivalence of demand charge reduction using storage","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734345494","doi":"https://doi.org/10.23919/acc.2017.7963477","mag":"2734345494"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2017.7963477","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2017.7963477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 American Control Conference (ACC)","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/A5077108199","display_name":"Jiafan Yu","orcid":"https://orcid.org/0000-0001-7743-9431"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiafan Yu","raw_affiliation_strings":["Stanford Sustainable Systems Laboratory, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford Sustainable Systems Laboratory, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056467622","display_name":"Junjie Qin","orcid":"https://orcid.org/0000-0002-9597-1138"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junjie Qin","raw_affiliation_strings":["Stanford Sustainable Systems Laboratory, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford Sustainable Systems Laboratory, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028892842","display_name":"Ram Rajagopal","orcid":"https://orcid.org/0000-0002-4961-9539"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ram Rajagopal","raw_affiliation_strings":["Stanford Sustainable Systems Laboratory, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford Sustainable Systems Laboratory, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077108199"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":0.5734,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.69139198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3430","last_page":"3437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9995999932289124,"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":0.9995999932289124,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.998199999332428,"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/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/equivalence","display_name":"Equivalence (formal languages)","score":0.6593230962753296},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6160512566566467},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5663291215896606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5423598289489746},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.5063332319259644},{"id":"https://openalex.org/keywords/stochastic-control","display_name":"Stochastic control","score":0.4949180483818054},{"id":"https://openalex.org/keywords/charge-control","display_name":"Charge control","score":0.4639197587966919},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.46196550130844116},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4434203505516052},{"id":"https://openalex.org/keywords/charge","display_name":"Charge (physics)","score":0.44199734926223755},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.42796045541763306},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.41799214482307434},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24983260035514832},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.07222118973731995}],"concepts":[{"id":"https://openalex.org/C2780069185","wikidata":"https://www.wikidata.org/wiki/Q7977945","display_name":"Equivalence (formal languages)","level":2,"score":0.6593230962753296},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6160512566566467},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5663291215896606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5423598289489746},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.5063332319259644},{"id":"https://openalex.org/C170131372","wikidata":"https://www.wikidata.org/wiki/Q7617811","display_name":"Stochastic control","level":3,"score":0.4949180483818054},{"id":"https://openalex.org/C2777681924","wikidata":"https://www.wikidata.org/wiki/Q5074262","display_name":"Charge control","level":4,"score":0.4639197587966919},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.46196550130844116},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4434203505516052},{"id":"https://openalex.org/C188082385","wikidata":"https://www.wikidata.org/wiki/Q73792","display_name":"Charge (physics)","level":2,"score":0.44199734926223755},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.42796045541763306},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.41799214482307434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24983260035514832},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.07222118973731995},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"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},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc.2017.7963477","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2017.7963477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1544193923","https://openalex.org/W1804167585","https://openalex.org/W1977438913","https://openalex.org/W2003443331","https://openalex.org/W2005318779","https://openalex.org/W2007336428","https://openalex.org/W2008426812","https://openalex.org/W2015809171","https://openalex.org/W2019857079","https://openalex.org/W2039657503","https://openalex.org/W2058523583","https://openalex.org/W2078889957","https://openalex.org/W2081770709","https://openalex.org/W2089525884","https://openalex.org/W2112497712","https://openalex.org/W2150575540","https://openalex.org/W2294586855","https://openalex.org/W2339144728","https://openalex.org/W3124291671","https://openalex.org/W3126081667","https://openalex.org/W4200503332","https://openalex.org/W4236039924","https://openalex.org/W4251115954","https://openalex.org/W4299895246","https://openalex.org/W6638172404","https://openalex.org/W6644583250","https://openalex.org/W6660168433","https://openalex.org/W6703746184"],"related_works":["https://openalex.org/W175006096","https://openalex.org/W2086136595","https://openalex.org/W1518635954","https://openalex.org/W3092334672","https://openalex.org/W2599556035","https://openalex.org/W1590308505","https://openalex.org/W2150542653","https://openalex.org/W3116776104","https://openalex.org/W2058868784","https://openalex.org/W2067733412"],"abstract_inverted_index":{"We":[0,24,106],"investigate":[1,26],"the":[2,9,14,27,30,42,46,49,53,70,77,82,97,124],"problem":[3,62],"of":[4,11,29,34,52,72,96],"optimal":[5,31,50,74,94],"storage":[6,36],"control":[7,37,56,99],"for":[8,41,76],"purpose":[10],"jointly":[12],"reducing":[13],"volumetric":[15],"energy":[16,128],"charge":[17,129],"and":[18,39,63,118,130],"a":[19,58],"whole-period":[20],"relevant":[21],"demand":[22,131],"charge.":[23,132],"systematically":[25],"structure":[28],"solution":[32,95],"set":[33],"this":[35],"problem,":[38,57],"we":[40,87],"first":[43],"time":[44],"establish":[45],"equivalence":[47,83],"among":[48,84],"solutions":[51,75],"original":[54,78],"stochastic":[55,60,98],"corresponding":[59],"programming":[61],"its":[64],"deterministic":[65],"counterpart,":[66],"which":[67,101],"greatly":[68],"simplifies":[69],"process":[71],"finding":[73],"problem.":[79],"Based":[80],"on":[81,112],"different":[85],"problems,":[86],"propose":[88],"an":[89,93],"algorithm":[90],"to":[91],"obtain":[92],"program":[100],"merely":[102],"needs":[103],"offline":[104],"information.":[105],"validate":[107],"our":[108],"approach":[109],"by":[110],"testing":[111],"over":[113],"PG&E":[114],"residential":[115],"customers'":[116],"data":[117],"show":[119],"substantial":[120],"cost":[121],"reduction":[122],"under":[123],"tariff":[125],"with":[126],"both":[127]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}