{"id":"https://openalex.org/W3153080734","doi":"https://doi.org/10.1109/access.2021.3072961","title":"Forecast-Based Energy Management for Domestic PV-Battery Systems: A U.K. Case Study","display_name":"Forecast-Based Energy Management for Domestic PV-Battery Systems: A U.K. Case Study","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3153080734","doi":"https://doi.org/10.1109/access.2021.3072961","mag":"3153080734"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3072961","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3072961","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09402752.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09402752.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070000547","display_name":"Ameena Sorour","orcid":"https://orcid.org/0000-0003-1144-2587"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ameena Sorour","raw_affiliation_strings":["Electrical and Electronics Engineering, Swansea University, Swansea, U.K"],"raw_orcid":"https://orcid.org/0000-0003-1144-2587","affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering, Swansea University, Swansea, U.K","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043388497","display_name":"Meghdad Fazeli","orcid":"https://orcid.org/0000-0003-1448-5339"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]},{"id":"https://openalex.org/I4210113874","display_name":"Energy Safety Research Institute","ror":"https://ror.org/026znxe07","country_code":"GB","type":"facility","lineage":["https://openalex.org/I39586589","https://openalex.org/I4210113874"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Meghdad Fazeli","raw_affiliation_strings":["Energy Safety Research Institute (ESRI), Swansea University, Swansea, U.K"],"raw_orcid":"https://orcid.org/0000-0003-1448-5339","affiliations":[{"raw_affiliation_string":"Energy Safety Research Institute (ESRI), Swansea University, Swansea, U.K","institution_ids":["https://openalex.org/I4210113874","https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014082796","display_name":"Mohammad Monfared","orcid":"https://orcid.org/0000-0002-8987-0883"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]},{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["GB","IR"],"is_corresponding":false,"raw_author_name":"Mohammad Monfared","raw_affiliation_strings":["Electrical and Electronics Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","SPECIFIC-IKC, Swansea University, Swansea, U.K"],"raw_orcid":"https://orcid.org/0000-0002-8987-0883","affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]},{"raw_affiliation_string":"SPECIFIC-IKC, Swansea University, Swansea, U.K","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080142005","display_name":"Ashraf Fahmy","orcid":"https://orcid.org/0000-0003-1624-1725"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]},{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG","GB"],"is_corresponding":false,"raw_author_name":"Ashraf A Fahmy","raw_affiliation_strings":["ASTUTE, Swansea University, Swansea, U.K","Helwan University, Helwan, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-1624-1725","affiliations":[{"raw_affiliation_string":"ASTUTE, Swansea University, Swansea, U.K","institution_ids":["https://openalex.org/I39586589"]},{"raw_affiliation_string":"Helwan University, Helwan, Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018823847","display_name":"Justin Searle","orcid":"https://orcid.org/0000-0003-1101-075X"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Justin R. Searle","raw_affiliation_strings":["SPECIFIC-IKC, Swansea University, Swansea, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SPECIFIC-IKC, Swansea University, Swansea, U.K","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063698602","display_name":"Richard P. Lewis","orcid":null},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard P. Lewis","raw_affiliation_strings":["SPECIFIC-IKC, Swansea University, Swansea, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SPECIFIC-IKC, Swansea University, Swansea, U.K","institution_ids":["https://openalex.org/I39586589"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6443,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.90140379,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"58953","last_page":"58965"},"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":0.9991000294685364,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.7615965008735657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6617476344108582},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.5962701439857483},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.5610517859458923},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.5575985312461853},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5283989310264587},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5172496438026428},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.47357305884361267},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.44209402799606323},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.43644705414772034},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4162848889827728},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3238101005554199},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.31635135412216187},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1974509358406067},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.17527365684509277},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.12498787045478821}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.7615965008735657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6617476344108582},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.5962701439857483},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.5610517859458923},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5575985312461853},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5283989310264587},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5172496438026428},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.47357305884361267},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.44209402799606323},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.43644705414772034},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4162848889827728},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3238101005554199},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.31635135412216187},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1974509358406067},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.17527365684509277},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.12498787045478821},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3072961","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3072961","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09402752.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:cronfa.swan.ac.uk:cronfa56658","is_oa":true,"landing_page_url":"https://cronfa.swan.ac.uk/Record/cronfa56658","pdf_url":null,"source":{"id":"https://openalex.org/S4306401612","display_name":"Cronfa (Swansea University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39586589","host_organization_name":"Swansea University","host_organization_lineage":["https://openalex.org/I39586589"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"},{"id":"pmh:oai:doaj.org/article:1946a9a1d81d4367b850031edfbc0377","is_oa":true,"landing_page_url":"https://doaj.org/article/1946a9a1d81d4367b850031edfbc0377","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 58953-58965 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3072961","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3072961","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09402752.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1412912860","display_name":null,"funder_award_id":"c80892","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G3966713431","display_name":null,"funder_award_id":"QRLP10-G-19022034","funder_id":"https://openalex.org/F4320309815","funder_display_name":"Qatar Foundation"},{"id":"https://openalex.org/G5823187455","display_name":null,"funder_award_id":"EP/N020863/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G644803619","display_name":"Sustainable Product Engineering Centre for Innovative Functional Industrial Coatings (SPECIFIC)","funder_award_id":"920036","funder_id":"https://openalex.org/F4320335087","funder_display_name":"Innovate UK"},{"id":"https://openalex.org/G6742601278","display_name":null,"funder_award_id":"c80892","funder_id":"https://openalex.org/F4320316111","funder_display_name":"Llywodraeth Cymru"},{"id":"https://openalex.org/G7572688740","display_name":"SPECIFIC IKC Phase 2","funder_award_id":"EP/N020863/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8012901923","display_name":null,"funder_award_id":"Grant c80892","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8632747970","display_name":null,"funder_award_id":"QRLP10-G-19022034","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"}],"funders":[{"id":"https://openalex.org/F4320309815","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05"},{"id":"https://openalex.org/F4320316111","display_name":"Llywodraeth Cymru","ror":"https://ror.org/000wh6t45"},{"id":"https://openalex.org/F4320321038","display_name":"Fonds National de la Recherche Luxembourg","ror":"https://ror.org/039z13y21"},{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320335087","display_name":"Innovate UK","ror":"https://ror.org/05ar5fy68"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3153080734.pdf","grobid_xml":"https://content.openalex.org/works/W3153080734.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1968382070","https://openalex.org/W2034998781","https://openalex.org/W2044005487","https://openalex.org/W2057012513","https://openalex.org/W2065604894","https://openalex.org/W2085335615","https://openalex.org/W2088786192","https://openalex.org/W2137006212","https://openalex.org/W2167134908","https://openalex.org/W2287127650","https://openalex.org/W2555719573","https://openalex.org/W2558180618","https://openalex.org/W2578947365","https://openalex.org/W2598348883","https://openalex.org/W2611239153","https://openalex.org/W2741303398","https://openalex.org/W2741360293","https://openalex.org/W2755729630","https://openalex.org/W2762797296","https://openalex.org/W2803176106","https://openalex.org/W2803593692","https://openalex.org/W2810326566","https://openalex.org/W2810807662","https://openalex.org/W2887713371","https://openalex.org/W2902295453","https://openalex.org/W2903257510","https://openalex.org/W2909010490","https://openalex.org/W2910462279","https://openalex.org/W2960115148","https://openalex.org/W2963290997","https://openalex.org/W2965784092","https://openalex.org/W2989970559","https://openalex.org/W3011393283","https://openalex.org/W3015158461","https://openalex.org/W3025857231","https://openalex.org/W3038112362","https://openalex.org/W3040507850","https://openalex.org/W6766742861"],"related_works":["https://openalex.org/W1562159987","https://openalex.org/W2004734718","https://openalex.org/W2991588090","https://openalex.org/W3190332208","https://openalex.org/W3213052590","https://openalex.org/W4388623464","https://openalex.org/W2749199243","https://openalex.org/W3126531014","https://openalex.org/W2995074223","https://openalex.org/W2519883542"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,15,34,53,60,162,176,184,194,199],"predictive":[4],"Energy":[5],"Management":[6,112],"System":[7,113],"(EMS),":[8],"aimed":[9],"to":[10,63,105,146,175,187,190,216,219],"improve":[11],"the":[12,27,44,66,71,79,88,91,107,139,144,148,151,158,167,207,212,220,233,238,242,247],"performance":[13],"of":[14,55,82,90,98,150,164,232],"domestic":[16],"PV-battery":[17,67],"system":[18,68,235],"and":[19,43,59,78,96,137,227,237],"maximize":[20],"self-consumption":[21,35],"by":[22,93,210],"minimizing":[23],"energy":[24,73,169,245],"exchange":[25],"with":[26,132,138,246],"utility":[28,248],"grid.":[29],"The":[30,49,85,109,154,203,230],"proposed":[31,50,110,152,159,204],"algorithm":[32,104],"facilitates":[33],"approach,":[36],"which":[37],"reduces":[38],"electricity":[39],"bills,":[40],"transmission":[41],"losses,":[42],"required":[45],"central":[46],"generation/storage":[47],"systems.":[48],"EMS":[51],"uses":[52],"combination":[54],"Fuzzy":[56],"Logic":[57],"(FL)":[58],"rule":[61],"based-algorithm":[62],"optimally":[64],"control":[65],"while":[69],"considering":[70],"day-ahead":[72,178,200],"forecast":[74,76],"including":[75],"error":[77],"battery":[80,92,239],"State":[81,97],"Health":[83],"(SOH).":[84],"FL":[86],"maximizes":[87],"lifetime":[89,209],"using":[94,118],"SOH":[95],"Charge":[99],"(SOC)":[100],"in":[101,124,143,166,253],"decision":[102],"making":[103],"charge/discharge":[106],"battery.":[108],"Battery":[111],"(BMS)":[114],"has":[115],"been":[116],"tested":[117],"Active":[119],"Office":[120],"Building":[121],"(AOB)":[122],"located":[123],"Swansea":[125],"University,":[126],"UK.":[127],"Furthermore,":[128],"it":[129],"is":[130,250],"compared":[131,174,189,218],"three":[133],"recently":[134],"published":[135],"methods":[136,192,222],"current":[140],"BMS":[141,160,205],"utilized":[142],"AOB":[145],"show":[147,156],"effectiveness":[149],"technique.":[153],"results":[155],"that":[157],"achieves":[161,183],"saving":[163,185],"18%":[165],"total":[168],"cost":[170],"over":[171],"six":[172],"months":[173],"similar":[177,195],"forecast-based":[179,201],"work.":[180],"It":[181],"also":[182,251],"up":[186,215],"95%":[188],"other":[191],"(with":[193],"structure)":[196],"but":[197],"without":[198],"management.":[202],"enhances":[206],"battery\u2019s":[208],"reducing":[211],"average":[213],"SOC":[214],"47%":[217],"previous":[221],"through":[223],"avoiding":[224],"unnecessary":[225],"charge":[226],"discharge":[228],"cycles.":[229],"impact":[231],"PV":[234],"size":[236],"capacity":[240],"on":[241],"net":[243],"exchanged":[244],"grid":[249],"investigated":[252],"this":[254],"study.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}