{"id":"https://openalex.org/W4312464641","doi":"https://doi.org/10.1145/3557738.3557846","title":"A Review on The Application of Machine Learning To Predict The Battery State That Enables A Smart, Low-Cost, Self-Sufficient Drying And Storage System for Agricultural Purposes","display_name":"A Review on The Application of Machine Learning To Predict The Battery State That Enables A Smart, Low-Cost, Self-Sufficient Drying And Storage System for Agricultural Purposes","publication_year":2022,"publication_date":"2022-09-21","ids":{"openalex":"https://openalex.org/W4312464641","doi":"https://doi.org/10.1145/3557738.3557846"},"language":"en","primary_location":{"id":"doi:10.1145/3557738.3557846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3557738.3557846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Engineering and Information Technology for Sustainable Industry","raw_type":"proceedings-article"},"type":"review","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/A5009218677","display_name":"Anak Agung Ngurah Perwira Redi","orcid":"https://orcid.org/0000-0003-3520-5260"},"institutions":[{"id":"https://openalex.org/I4210165309","display_name":"Sampoerna University","ror":"https://ror.org/05t91sk49","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210165309"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Anak Agung Ngurah Perwira Redi","raw_affiliation_strings":["Industrial Engineering, Sampoerna University, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-3520-5260","affiliations":[{"raw_affiliation_string":"Industrial Engineering, Sampoerna University, Indonesia","institution_ids":["https://openalex.org/I4210165309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000005811","display_name":"Ryo Geoffrey Widjaja","orcid":"https://orcid.org/0000-0002-1355-9626"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ryo Geoffrey Widjaja","raw_affiliation_strings":["Bina Nusantara University, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-1355-9626","affiliations":[{"raw_affiliation_string":"Bina Nusantara University, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069690680","display_name":"Iwan Agustono","orcid":"https://orcid.org/0000-0001-6813-9381"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Iwan Agustono","raw_affiliation_strings":["Bina Nusantara University, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-6813-9381","affiliations":[{"raw_affiliation_string":"Bina Nusantara University, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046681549","display_name":"Muhammad Asrol","orcid":"https://orcid.org/0000-0002-5651-4188"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Asrol","raw_affiliation_strings":["Bina Nusantara University, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-5651-4188","affiliations":[{"raw_affiliation_string":"Bina Nusantara University, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050013311","display_name":"Arief Suriadi Budiman","orcid":"https://orcid.org/0000-0003-0684-4426"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Arief S. Budiman","raw_affiliation_strings":["Bina Nusantara University, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-0684-4426","affiliations":[{"raw_affiliation_string":"Bina Nusantara University, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024998777","display_name":"Fergyanto E. Gunawan","orcid":"https://orcid.org/0000-0001-8015-5368"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Fergyanto E. Gunawan","raw_affiliation_strings":["Bina Nusantara University, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-8015-5368","affiliations":[{"raw_affiliation_string":"Bina Nusantara University, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0784,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.38748216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9948999881744385,"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":0.9948999881744385,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9804999828338623,"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/battery","display_name":"Battery (electricity)","score":0.8648248910903931},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.6083998084068298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5689608454704285},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.5684852600097656},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.5349510908126831},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5061227679252625},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41918790340423584},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.40616297721862793},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.36664843559265137},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.33315205574035645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24508753418922424}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.8648248910903931},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.6083998084068298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5689608454704285},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.5684852600097656},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.5349510908126831},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5061227679252625},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41918790340423584},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.40616297721862793},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.36664843559265137},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33315205574035645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24508753418922424},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3557738.3557846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3557738.3557846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Engineering and Information Technology for Sustainable Industry","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":61,"referenced_works":["https://openalex.org/W2037349743","https://openalex.org/W2058721642","https://openalex.org/W2068283330","https://openalex.org/W2147508837","https://openalex.org/W2150706523","https://openalex.org/W2151997147","https://openalex.org/W2621272114","https://openalex.org/W2748357818","https://openalex.org/W2754463307","https://openalex.org/W2770378831","https://openalex.org/W2790625295","https://openalex.org/W2791067576","https://openalex.org/W2793702125","https://openalex.org/W2795326473","https://openalex.org/W2801909138","https://openalex.org/W2806785466","https://openalex.org/W2883890609","https://openalex.org/W2889171365","https://openalex.org/W2894598517","https://openalex.org/W2895147187","https://openalex.org/W2895749892","https://openalex.org/W2910482310","https://openalex.org/W2921285917","https://openalex.org/W2921358399","https://openalex.org/W2922306207","https://openalex.org/W2950735432","https://openalex.org/W2953509133","https://openalex.org/W2955134049","https://openalex.org/W2959526377","https://openalex.org/W2961238684","https://openalex.org/W2970069499","https://openalex.org/W2972896860","https://openalex.org/W2974625411","https://openalex.org/W2980011983","https://openalex.org/W2982611463","https://openalex.org/W2984819723","https://openalex.org/W2999053608","https://openalex.org/W3009652674","https://openalex.org/W3013372615","https://openalex.org/W3018139049","https://openalex.org/W3022555610","https://openalex.org/W3025130858","https://openalex.org/W3034145071","https://openalex.org/W3035785571","https://openalex.org/W3043899531","https://openalex.org/W3047067787","https://openalex.org/W3047827241","https://openalex.org/W3084393668","https://openalex.org/W3088771012","https://openalex.org/W3093463859","https://openalex.org/W3094156519","https://openalex.org/W3107065415","https://openalex.org/W3110175444","https://openalex.org/W3131442660","https://openalex.org/W3162645731","https://openalex.org/W3164975616","https://openalex.org/W3165040548","https://openalex.org/W3178086426","https://openalex.org/W3201438206","https://openalex.org/W4210991013","https://openalex.org/W4253224104"],"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/W3126531014","https://openalex.org/W2995074223","https://openalex.org/W2519883542","https://openalex.org/W2098124661"],"abstract_inverted_index":{"This":[0,76],"study":[1,77],"reviews":[2,58],"studies":[3,105,121],"on":[4],"a":[5,21,79,159],"more":[6],"viable":[7],"battery":[8,17,28,34,48,55,71,91,128],"for":[9,73,169],"the":[10,14,38,47,54,65,83,90,148,152,165],"energy":[11,74,153],"storage":[12,154],"system,":[13],"development":[15,66],"of":[16,33,40,67,85,95,98,164],"technology":[18],"is":[19,42,172],"towards":[20],"high":[22],"capacity,":[23],"low":[24],"cost,":[25],"and":[26,50,52,100,139],"long":[27],"lifespan.":[29,56],"An":[30],"accurate":[31],"prediction":[32,118],"state,":[35,92],"such":[36],"as":[37],"state":[39,72,94,97],"charge,":[41,96],"important":[43],"to":[44,69,88,116,125,141,150,157],"help":[45],"control":[46],"charging":[49],"discharging":[51],"extend":[53],"Several":[57],"have":[59],"provided":[60],"an":[61],"insightful":[62],"summary":[63],"regarding":[64],"methods":[68],"predict":[70,89],"storage.":[75],"provides":[78],"review":[80,108],"that":[81,110],"explores":[82],"application":[84,134],"machine":[86],"learning":[87],"including":[93],"health,":[99],"remaining":[101],"useful":[102],"life.":[103],"Recent":[104],"within":[106],"this":[107],"shown":[109],"64.7%":[111],"researcher":[112],"used":[113],"Neural":[114],"Network":[115],"do":[117,122],"with":[119,135,144],"few":[120],"method":[123],"combination":[124],"further":[126],"overcome":[127],"dynamic":[129],"condition":[130],"in":[131],"real":[132],"world":[133],"less":[136],"computational":[137],"time":[138],"cost":[140],"enable":[142,158],"integration":[143],"IoT":[145],"technology.":[146],"Furthermore,":[147],"opportunity":[149],"implement":[151],"system":[155],"techniques":[156],"smart,":[160],"low-cost,":[161],"self-sufficient":[162],"implementation":[163],"smart":[166],"solar":[167],"dryer":[168],"agricultural":[170],"purposes":[171],"also":[173],"elaborated":[174]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}