{"id":"https://openalex.org/W2949587434","doi":"https://doi.org/10.1145/3307772.3331032","title":"Adaptive Battery Control with Neural Networks","display_name":"Adaptive Battery Control with Neural Networks","publication_year":2019,"publication_date":"2019-06-13","ids":{"openalex":"https://openalex.org/W2949587434","doi":"https://doi.org/10.1145/3307772.3331032","mag":"2949587434"},"language":"en","primary_location":{"id":"doi:10.1145/3307772.3331032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307772.3331032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM International Conference on Future Energy Systems","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/A5005485274","display_name":"Fiodar Kazhamiaka","orcid":"https://orcid.org/0000-0002-0798-5151"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Fiodar Kazhamiaka","raw_affiliation_strings":["University of Waterloo, Waterloo, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090054353","display_name":"Srinivasan Keshav","orcid":"https://orcid.org/0000-0002-6549-0464"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Srinivasan Keshav","raw_affiliation_strings":["University of Waterloo"],"affiliations":[{"raw_affiliation_string":"University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032643029","display_name":"Catherine Rosenberg","orcid":"https://orcid.org/0000-0002-1915-243X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Catherine Rosenberg","raw_affiliation_strings":["University of Waterloo"],"affiliations":[{"raw_affiliation_string":"University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005485274"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":1.0731,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.77678676,"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":"536","last_page":"543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9988999962806702,"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":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.7227586507797241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7226654291152954},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6337881684303284},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6240924000740051},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.60555100440979},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5499392151832581},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4468907117843628},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.44153615832328796},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.37532228231430054},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19234341382980347},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.17389249801635742},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10403767228126526}],"concepts":[{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.7227586507797241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7226654291152954},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6337881684303284},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6240924000740051},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.60555100440979},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5499392151832581},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4468907117843628},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.44153615832328796},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.37532228231430054},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19234341382980347},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.17389249801635742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10403767228126526},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3307772.3331032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307772.3331032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM International Conference on Future Energy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1533830568","https://openalex.org/W1533861849","https://openalex.org/W1757796397","https://openalex.org/W1923344279","https://openalex.org/W1990488730","https://openalex.org/W2008426812","https://openalex.org/W2011996456","https://openalex.org/W2030328066","https://openalex.org/W2042037135","https://openalex.org/W2054376004","https://openalex.org/W2056686206","https://openalex.org/W2073911623","https://openalex.org/W2085094058","https://openalex.org/W2095705004","https://openalex.org/W2100254153","https://openalex.org/W2108471635","https://openalex.org/W2121879133","https://openalex.org/W2139172444","https://openalex.org/W2145339207","https://openalex.org/W2148087017","https://openalex.org/W2153909224","https://openalex.org/W2165698076","https://openalex.org/W2173248099","https://openalex.org/W2292412092","https://openalex.org/W2324836853","https://openalex.org/W2335829868","https://openalex.org/W2339144728","https://openalex.org/W2396312483","https://openalex.org/W2420507822","https://openalex.org/W2463539073","https://openalex.org/W2490854169","https://openalex.org/W2555745781","https://openalex.org/W2559108640","https://openalex.org/W2591980212","https://openalex.org/W2735003951","https://openalex.org/W2767535599","https://openalex.org/W2773957237","https://openalex.org/W2793074305","https://openalex.org/W2803580575","https://openalex.org/W2803731767","https://openalex.org/W2889453889","https://openalex.org/W2898343583","https://openalex.org/W4252760031"],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W1991810297","https://openalex.org/W2032253950","https://openalex.org/W2969358681","https://openalex.org/W1819950161","https://openalex.org/W2112559358","https://openalex.org/W2107122120","https://openalex.org/W194970950","https://openalex.org/W2000675896","https://openalex.org/W2342009288"],"abstract_inverted_index":{"The":[0],"return":[1],"on":[2],"investment":[3],"of":[4,50,130,152,168],"a":[5,55,85,99,108,131,139,157,165],"battery":[6,12,29,46,94],"system":[7,43,134],"is":[8,15,34,72],"maximized":[9],"if":[10],"the":[11,19,31,38,45,69,117,120,128],"control":[13,39,100,118,159],"strategy":[14,101,160],"appropriately":[16],"matched":[17],"to":[18,35,42,66,115,119,149],"operating":[20,53,121],"environment":[21],"(e.g.,":[22],"pricing":[23,141],"scheme,":[24],"electrical":[25],"load).":[26],"For":[27],"residential":[28],"systems,":[30],"current":[32],"practice":[33],"statically":[36],"determine":[37],"policy":[40,106],"prior":[41],"installation;":[44],"subsequently":[47],"spends":[48],"upwards":[49],"10":[51],"years":[52],"in":[54,68,107,127,136],"dynamic":[56],"environment.":[57,122],"A":[58],"state-of-the-art":[59],"model":[60],"predictive":[61],"controller":[62,95,126,147],"(MPC)":[63],"can":[64],"adapt":[65,116],"changes":[67],"system,":[70],"but":[71],"limited":[73],"by":[74,102],"its":[75],"high":[76],"online":[77,87],"computational":[78,88],"requirements.":[79],"To":[80],"better":[81],"extract":[82],"value":[83],"at":[84],"reasonable":[86],"cost,":[89],"we":[90],"propose":[91],"an":[92,104],"adaptive":[93],"framework":[96],"that":[97,145],"learns":[98],"encoding":[103],"MPC":[105],"neural":[109],"network,":[110],"as":[111],"data":[112],"becomes":[113],"available,":[114],"We":[123,143],"evaluate":[124],"our":[125,146],"context":[129],"solar":[132],"PV-storage":[133,162],"deployed":[135],"Texas":[137],"under":[138],"time-of-use":[140],"scheme.":[142],"find":[144],"gets":[148],"within":[150,164],"5-10%":[151],"optimal":[153],"performance,":[154],"and":[155],"outperforms":[156],"default":[158],"for":[161],"systems":[163],"few":[166],"months":[167],"installation.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}