{"id":"https://openalex.org/W2556889378","doi":"https://doi.org/10.1109/tsg.2016.2628367","title":"A Kernel-Based Predictive Model of EV Capacity for Distributed Voltage Control and Demand Response","display_name":"A Kernel-Based Predictive Model of EV Capacity for Distributed Voltage Control and Demand Response","publication_year":2016,"publication_date":"2016-11-14","ids":{"openalex":"https://openalex.org/W2556889378","doi":"https://doi.org/10.1109/tsg.2016.2628367","mag":"2556889378"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2016.2628367","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2016.2628367","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1574252","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017155302","display_name":"Hamed Valizadeh Haghi","orcid":"https://orcid.org/0000-0002-6039-4828"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hamed Valizadeh Haghi","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-6039-4828","affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004116271","display_name":"Zhihua Qu","orcid":"https://orcid.org/0000-0001-6710-7134"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhihua Qu","raw_affiliation_strings":["University of Central Florida, Orlando, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017155302"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":1.311,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.84254763,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"4","first_page":"3180","last_page":"3190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":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/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/ac-power","display_name":"AC power","score":0.688666582107544},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.6326149106025696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5315829515457153},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5274225473403931},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5042349100112915},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.5024235248565674},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.47930827736854553},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.4762156903743744},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4485718011856079},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4340236485004425},{"id":"https://openalex.org/keywords/vehicle-to-grid","display_name":"Vehicle-to-grid","score":0.4129934012889862},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.39023029804229736},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3897078037261963},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.34722059965133667},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.32241305708885193},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.30124181509017944},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.29811590909957886},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1766139268875122},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.1514016091823578}],"concepts":[{"id":"https://openalex.org/C108755667","wikidata":"https://www.wikidata.org/wiki/Q1930258","display_name":"AC power","level":3,"score":0.688666582107544},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.6326149106025696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5315829515457153},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5274225473403931},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5042349100112915},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.5024235248565674},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.47930827736854553},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.4762156903743744},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4485718011856079},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4340236485004425},{"id":"https://openalex.org/C2780068603","wikidata":"https://www.wikidata.org/wiki/Q1783938","display_name":"Vehicle-to-grid","level":4,"score":0.4129934012889862},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.39023029804229736},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3897078037261963},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.34722059965133667},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.32241305708885193},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.30124181509017944},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29811590909957886},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1766139268875122},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.1514016091823578},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tsg.2016.2628367","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2016.2628367","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1820534","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1820534","pdf_url":"https://www.osti.gov/servlets/purl/1574252","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-10388","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/9389","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"},{"id":"pmh:oai:osti.gov:1574252","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1574252","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1820534","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1820534","pdf_url":"https://www.osti.gov/servlets/purl/1574252","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8299999833106995,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2888808059","display_name":null,"funder_award_id":"DE-EE0006340","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3942272370","display_name":null,"funder_award_id":"ECCS-1308928","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5125843251","display_name":null,"funder_award_id":"P010161530","funder_id":"https://openalex.org/F4320315952","funder_display_name":"Leidos"},{"id":"https://openalex.org/G5230661156","display_name":null,"funder_award_id":"DTRT13-G-UTC51","funder_id":"https://openalex.org/F4320306108","funder_display_name":"U.S. Department of Transportation"},{"id":"https://openalex.org/G5265977563","display_name":null,"funder_award_id":"DE-EE0007327","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306108","display_name":"U.S. Department of Transportation","ror":"https://ror.org/02xfw2e90"},{"id":"https://openalex.org/F4320307801","display_name":"Texas Instruments","ror":"https://ror.org/03vsmv677"},{"id":"https://openalex.org/F4320315952","display_name":"Leidos","ror":"https://ror.org/012cvds63"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2556889378.pdf","grobid_xml":"https://content.openalex.org/works/W2556889378.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W173513606","https://openalex.org/W1494823099","https://openalex.org/W1505500645","https://openalex.org/W1738676012","https://openalex.org/W1746819321","https://openalex.org/W1949468118","https://openalex.org/W1967100089","https://openalex.org/W1973754217","https://openalex.org/W1981173842","https://openalex.org/W1986055266","https://openalex.org/W1989148281","https://openalex.org/W1995063133","https://openalex.org/W2023452955","https://openalex.org/W2056069025","https://openalex.org/W2058606879","https://openalex.org/W2059882163","https://openalex.org/W2063996928","https://openalex.org/W2076428552","https://openalex.org/W2084630305","https://openalex.org/W2087662033","https://openalex.org/W2098859160","https://openalex.org/W2103095229","https://openalex.org/W2112161356","https://openalex.org/W2119436275","https://openalex.org/W2131730934","https://openalex.org/W2133597699","https://openalex.org/W2135797872","https://openalex.org/W2142871505","https://openalex.org/W2154770714","https://openalex.org/W2161666560","https://openalex.org/W3119651796","https://openalex.org/W4211049957","https://openalex.org/W4211169640","https://openalex.org/W4213041519","https://openalex.org/W6656313721"],"related_works":["https://openalex.org/W4280554332","https://openalex.org/W2581647155","https://openalex.org/W4392016336","https://openalex.org/W2998808119","https://openalex.org/W4392851739","https://openalex.org/W4366374081","https://openalex.org/W2916229586","https://openalex.org/W2356411958","https://openalex.org/W2083287037","https://openalex.org/W3127987808"],"abstract_inverted_index":{"Energy":[0],"storage":[1,80],"and":[2,28,33,46,67,77,93],"reactive":[3,38,91,102],"power":[4,30,39,92,103],"supplied":[5],"by":[6,53,106,133],"electric":[7],"vehicles":[8],"(EVs)":[9],"through":[10],"vehicle-to-grid":[11],"(V2G)":[12],"operation":[13],"can":[14,71,124],"be":[15,42,72],"coordinated":[16],"to":[17,44,89],"provide":[18],"voltage":[19,96],"support,":[20],"thus":[21],"reducing":[22],"the":[23,83,87,121,130],"need":[24],"of":[25,51,86,101,117],"grid":[26],"reinforcement":[27],"active":[29],"curtailment.":[31],"Optimization":[32],"control":[34,40,56,68],"approaches":[35],"for":[36,74,129],"V2G-enabled":[37],"should":[41],"robust":[43,109],"variations":[45],"offer":[47],"a":[48,108],"certain":[49],"level":[50],"optimality":[52],"combining":[54],"real-time":[55],"with":[57,113],"an":[58,65],"hours-ahead":[59],"scheduling":[60],"scheme.":[61],"This":[62],"paper":[63],"introduces":[64],"optimization":[66,100],"framework":[69],"that":[70],"used":[73],"charging":[75],"batteries":[76],"managing":[78],"available":[79],"while":[81],"using":[82],"remaining":[84],"capacity":[85],"chargers":[88],"generate":[90],"cooperatively":[94],"perform":[95],"control.":[97],"Stochastic":[98],"distributed":[99,110,138],"is":[104],"realized":[105],"integrating":[107],"sub-gradient":[111],"method":[112],"conditional":[114],"ensemble":[115],"predictions":[116],"V2G":[118],"capacity.":[119],"Hence,":[120],"proposed":[122],"solutions":[123],"meet":[125],"system":[126],"operational":[127],"requirements":[128],"upcoming":[131],"hours":[132],"enabling":[134],"instantaneous":[135],"cooperation":[136],"among":[137],"EVs.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}