{"id":"https://openalex.org/W3202859638","doi":"https://doi.org/10.3390/s21196427","title":"Predictive Management Algorithm for Controlling PV-Battery Off-Grid Energy System","display_name":"Predictive Management Algorithm for Controlling PV-Battery Off-Grid Energy System","publication_year":2021,"publication_date":"2021-09-26","ids":{"openalex":"https://openalex.org/W3202859638","doi":"https://doi.org/10.3390/s21196427","mag":"3202859638","pmid":"https://pubmed.ncbi.nlm.nih.gov/34640746"},"language":"en","primary_location":{"id":"doi:10.3390/s21196427","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21196427","pdf_url":"https://www.mdpi.com/1424-8220/21/19/6427/pdf?version=1632652360","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/19/6427/pdf?version=1632652360","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065337710","display_name":"Tareq Alnejaili","orcid":null},"institutions":[{"id":"https://openalex.org/I4401200354","display_name":"Laboratoire des technologies innovantes","ror":"https://ror.org/00ry58h45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200354","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tareq Alnejaili","raw_affiliation_strings":["Innovative Technologies Laboratory (LTI UR 3899), University of Picardie Jules Verne, 13 av. F. Mitterrand, 02880 Cuffies, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovative Technologies Laboratory (LTI UR 3899), University of Picardie Jules Verne, 13 av. F. Mitterrand, 02880 Cuffies, France","institution_ids":["https://openalex.org/I4401200354","https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050999560","display_name":"Sami Labdai","orcid":"https://orcid.org/0000-0002-3043-9431"},"institutions":[{"id":"https://openalex.org/I4401200354","display_name":"Laboratoire des technologies innovantes","ror":"https://ror.org/00ry58h45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200354","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sami Labdai","raw_affiliation_strings":["Innovative Technologies Laboratory (LTI UR 3899), University of Picardie Jules Verne, 13 av. F. Mitterrand, 02880 Cuffies, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovative Technologies Laboratory (LTI UR 3899), University of Picardie Jules Verne, 13 av. F. Mitterrand, 02880 Cuffies, France","institution_ids":["https://openalex.org/I4401200354","https://openalex.org/I4647051"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072552093","display_name":"Larbi Chrifi\u2010Alaoui","orcid":"https://orcid.org/0000-0002-8302-8409"},"institutions":[{"id":"https://openalex.org/I4401200354","display_name":"Laboratoire des technologies innovantes","ror":"https://ror.org/00ry58h45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200354","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Larbi Chrifi-Alaoui","raw_affiliation_strings":["Innovative Technologies Laboratory (LTI UR 3899), University of Picardie Jules Verne, 13 av. F. Mitterrand, 02880 Cuffies, France"],"raw_orcid":"https://orcid.org/0000-0002-8302-8409","affiliations":[{"raw_affiliation_string":"Innovative Technologies Laboratory (LTI UR 3899), University of Picardie Jules Verne, 13 av. F. Mitterrand, 02880 Cuffies, France","institution_ids":["https://openalex.org/I4401200354","https://openalex.org/I4647051"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072552093"],"corresponding_institution_ids":["https://openalex.org/I4401200354","https://openalex.org/I4647051"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.1153,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.77132128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"19","first_page":"6427","last_page":"6427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9997000098228455,"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":0.9994000196456909,"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/photovoltaic-system","display_name":"Photovoltaic system","score":0.777652382850647},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6841387152671814},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.6796261072158813},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6353781819343567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5689998865127563},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5210120677947998},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.5194446444511414},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.4978978633880615},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.4885016679763794},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4199961721897125},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.41525959968566895},{"id":"https://openalex.org/keywords/management-system","display_name":"Management system","score":0.41321122646331787},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3546209931373596},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31275177001953125},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.29338374733924866},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19861945509910583},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07160261273384094}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.777652382850647},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6841387152671814},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.6796261072158813},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6353781819343567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5689998865127563},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5210120677947998},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.5194446444511414},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.4978978633880615},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.4885016679763794},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4199961721897125},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.41525959968566895},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.41321122646331787},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3546209931373596},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31275177001953125},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.29338374733924866},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19861945509910583},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07160261273384094},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/s21196427","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21196427","pdf_url":"https://www.mdpi.com/1424-8220/21/19/6427/pdf?version=1632652360","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34640746","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34640746","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:HAL:hal-03631275v1","is_oa":false,"landing_page_url":"https://u-picardie.hal.science/hal-03631275","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, 2021, 21 (19), &#x27E8;10.3390/s21196427&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:331d24dab15644d384ab97426b448820","is_oa":true,"landing_page_url":"https://doaj.org/article/331d24dab15644d384ab97426b448820","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":"Sensors, Vol 21, Iss 19, p 6427 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/19/6427/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21196427","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 21; Issue 19; Pages: 6427","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8512531","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8512531","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21196427","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21196427","pdf_url":"https://www.mdpi.com/1424-8220/21/19/6427/pdf?version=1632652360","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3202859638.pdf","grobid_xml":"https://content.openalex.org/works/W3202859638.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1197675768","https://openalex.org/W1893470318","https://openalex.org/W1999033390","https://openalex.org/W2037055080","https://openalex.org/W2038635606","https://openalex.org/W2073656363","https://openalex.org/W2103905400","https://openalex.org/W2544807408","https://openalex.org/W2620860224","https://openalex.org/W2782974658","https://openalex.org/W2790204532","https://openalex.org/W2907932268","https://openalex.org/W2908412877","https://openalex.org/W2914792499","https://openalex.org/W2919639206","https://openalex.org/W2944238254","https://openalex.org/W2968916867","https://openalex.org/W2996939729","https://openalex.org/W3001882032","https://openalex.org/W3004665231","https://openalex.org/W3016185099","https://openalex.org/W3166364472","https://openalex.org/W3167267130","https://openalex.org/W3177337323","https://openalex.org/W3191473658","https://openalex.org/W6639456926","https://openalex.org/W6771903136"],"related_works":["https://openalex.org/W2749199243","https://openalex.org/W2333017163","https://openalex.org/W2133545517","https://openalex.org/W2352231626","https://openalex.org/W2361683514","https://openalex.org/W2083536241","https://openalex.org/W4315574134","https://openalex.org/W2366307723","https://openalex.org/W2002359688","https://openalex.org/W2248217071"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"an":[3,8,67],"energy":[4,11,112,146],"management":[5,40,127],"strategy":[6,50,101],"for":[7,78],"off-grid":[9],"hybrid":[10,14,34],"system.":[12],"The":[13,61,95,125],"system":[15,116,131,150,157,169],"consists":[16],"of":[17,92,98,114,122,148,167,175],"a":[18,22,28,33,38,71,85],"photovoltaic":[19],"(PV)":[20],"module,":[21],"LiFePO4":[23],"battery":[24,59,120],"pack":[25],"coupled":[26],"with":[27,70],"Battery":[29],"Management":[30],"System":[31],"(BMS),":[32],"solar":[35],"inverter,":[36],"and":[37,58,117,129],"load":[39,159],"control":[41,104],"unit.":[42],"A":[43,137],"Long":[44],"Short-Term":[45],"Memory":[46],"network":[47],"(LSTM)-based":[48],"forecasting":[49],"is":[51,75,102,151,170],"implemented":[52],"to":[53,103,109,155,163,183],"predict":[54],"the":[55,90,93,99,105,110,115,118,130,142,145,149,156,165,168,173],"available":[56],"PV":[57,79],"power.":[60],"learning":[62],"data":[63],"are":[64,132],"extracted":[65],"from":[66,181],"African":[68],"country":[69],"tropical":[72],"climate,":[73],"which":[74],"very":[76],"suitable":[77],"power":[80,176],"applications.":[81],"Using":[82],"LSTM":[83],"as":[84,172],"prediction":[86],"method":[87],"significantly":[88],"increases":[89],"efficiency":[91],"forecasting.":[94],"main":[96],"objective":[97],"proposed":[100,126],"different":[106],"loads":[107],"according":[108],"forecasted":[111,119],"availability":[113],"state":[121],"charge":[123],"(SOC).":[124],"algorithm":[128],"tested":[133],"using":[134],"Matlab/Simulink":[135],"software.":[136],"comparative":[138],"study":[139],"demonstrates":[140],"that":[141],"reduction":[143],"in":[144],"deficit":[147],"approximately":[152],"53%":[153],"compared":[154],"without":[158],"management.":[160],"In":[161],"addition":[162],"this,":[164],"reliability":[166],"improved":[171],"loss":[174],"supply":[177],"probability":[178],"(LPSP)":[179],"decreases":[180],"5%":[182],"3%.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
