{"id":"https://openalex.org/W1596133911","doi":"https://doi.org/10.1109/acc.2015.7170867","title":"Data enabled predictive energy management of a PV-battery smart home nanogrid","display_name":"Data enabled predictive energy management of a PV-battery smart home nanogrid","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1596133911","doi":"https://doi.org/10.1109/acc.2015.7170867","mag":"1596133911"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2015.7170867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7170867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 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/A5087977761","display_name":"Chao Sun","orcid":"https://orcid.org/0000-0002-9324-0892"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Chao Sun","raw_affiliation_strings":["Department of Mechanical Engineering, University of California, Berkeley, CA, USA","National Engineering Laboratory for electric vehicles, Beijing Institute of Technology, 100081, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"National Engineering Laboratory for electric vehicles, Beijing Institute of Technology, 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108048515","display_name":"Fengchun Sun","orcid":"https://orcid.org/0000-0001-9524-9367"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengchun Sun","raw_affiliation_strings":["National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China","National Engineering Laboratory for electric vehicles, Beijing Institute of Technology, 100081, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"National Engineering Laboratory for electric vehicles, Beijing Institute of Technology, 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029873060","display_name":"Scott Moura","orcid":"https://orcid.org/0000-0002-6393-4375"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott J. Moura","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of California, Berkeley, CA, USA","Department of Civil and Environmental Engineering, University of California, Berkeley, 94720, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of California, Berkeley, 94720, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087977761"],"corresponding_institution_ids":["https://openalex.org/I125839683","https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":3.2111,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92217351,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1023","last_page":"1028"},"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.9987000226974487,"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/battery","display_name":"Battery (electricity)","score":0.6816259622573853},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.5928146243095398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5569538474082947},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4791802167892456},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.4442650079727173},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.42863929271698},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4035707712173462},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.40041208267211914},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2804989814758301},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2450031340122223},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.07112088799476624}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6816259622573853},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5928146243095398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5569538474082947},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4791802167892456},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.4442650079727173},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.42863929271698},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4035707712173462},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.40041208267211914},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2804989814758301},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2450031340122223},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.07112088799476624},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acc.2015.7170867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7170867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.705.6929","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.705.6929","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ecal.berkeley.edu/pubs/ACC15_DataEnabledNanogrid.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W86359273","https://openalex.org/W106711868","https://openalex.org/W201374358","https://openalex.org/W1971860245","https://openalex.org/W2050883740","https://openalex.org/W2068222716","https://openalex.org/W2075375700","https://openalex.org/W2075619040","https://openalex.org/W2117825288","https://openalex.org/W2137006212","https://openalex.org/W2151767444","https://openalex.org/W2161187750","https://openalex.org/W2296319761","https://openalex.org/W3102923851","https://openalex.org/W4229740899","https://openalex.org/W6603480957","https://openalex.org/W6608333407"],"related_works":["https://openalex.org/W2173469701","https://openalex.org/W3160732423","https://openalex.org/W2902323348","https://openalex.org/W2751761519","https://openalex.org/W2439276455","https://openalex.org/W2601362543","https://openalex.org/W3130919422","https://openalex.org/W2161602762","https://openalex.org/W2795513304","https://openalex.org/W2394436251"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,10,17,55,76],"data-enabled":[4,86],"predictive":[5,78,87],"energy":[6,23,88],"management":[7,89],"strategy":[8,90],"for":[9,75],"smart":[11],"home":[12],"nanogrid":[13],"(NG)":[14],"that":[15,84],"includes":[16],"photovoltaic":[18],"system":[19,52],"and":[20,40,110],"second-life":[21],"battery":[22],"storage.":[24],"The":[25,68],"key":[26],"novelty":[27],"is":[28,60],"utilizing":[29],"data-based":[30],"forecasts":[31],"of":[32,93],"future":[33],"load":[34,56,72,111],"demand,":[35],"weather":[36],"conditions,":[37],"electricity":[38],"price,":[39],"power":[41],"plant":[42],"CO":[43],"<sub":[44],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[45],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sub>":[46],"emissions":[47],"to":[48,105],"improve":[49],"the":[50,85,94,106],"NG":[51,96],"efficiency.":[53],"Specifically,":[54],"demand":[57,73,112],"forecast":[58,69,113],"model":[59,70,77],"developed":[61],"using":[62],"an":[63],"artificial":[64],"neural":[65],"network":[66],"(ANN).":[67],"predicts":[71],"signals":[74],"controller":[79],"(MPC).":[80],"Simulation":[81],"results":[82],"show":[83],"achieves":[91],"96%-98%":[92],"optimal":[95],"performance":[97],"derived":[98],"via":[99],"dynamic":[100],"programming":[101],"(DP).":[102],"Its":[103],"sensitivity":[104],"control":[107],"horizon":[108],"length":[109],"accuracy":[114],"are":[115],"also":[116],"investigated.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
