乐胖代购免代理版

{"id":"https://openalex.org/W4391092976","doi":"https://doi.org/10.1109/bigdata59044.2023.10386420","title":"Estimating the AGV load and a battery lifetime based on the current measurement and random forest application","display_name":"Estimating the AGV load and a battery lifetime based on the current measurement and random forest application","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391092976","doi":"https://doi.org/10.1109/bigdata59044.2023.10386420"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386420","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5019745408","display_name":"Krzysztof Hanzel","orcid":"https://orcid.org/0000-0002-8283-3895"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Hanzel","raw_affiliation_strings":["Department of Telecommunications and Teleinformatics, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Telecommunications and Teleinformatics, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045068722","display_name":"Damian Grzechca","orcid":"https://orcid.org/0000-0003-1391-8809"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Damian Grzechca","raw_affiliation_strings":["Department of Electronics, Electrical Engineering and Microelectronics, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Electrical Engineering and Microelectronics, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052066397","display_name":"Adam Zi\u0119bi\u0144ski","orcid":"https://orcid.org/0000-0003-4554-6667"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adam Ziebinski","raw_affiliation_strings":["Department of Distributed Systems and Informatics Devices, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Distributed Systems and Informatics Devices, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080418501","display_name":"Lukas Chruszczyk","orcid":"https://orcid.org/0000-0001-9812-8851"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Lukas Chruszczyk","raw_affiliation_strings":["Department of Electronics, Electrical Engineering and Microelectronics, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Electrical Engineering and Microelectronics, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041105298","display_name":"Artur Janus","orcid":null},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Artur Janus","raw_affiliation_strings":["Silesian University of Technology,Student of Electrical Engineering; Faculty of Electrical Engineering,Gliwice,Poland","Student of Electrical Engineering"],"affiliations":[{"raw_affiliation_string":"Student of Electrical Engineering","institution_ids":[]},{"raw_affiliation_string":"Silesian University of Technology,Student of Electrical Engineering; Faculty of Electrical Engineering,Gliwice,Poland","institution_ids":["https://openalex.org/I119004910"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.264,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.567073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":67,"max":78},"biblio":{"volume":"22","issue":null,"first_page":"5057","last_page":"5063"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9934,"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":0.9934,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9922,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.992,"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/load-profile","display_name":"Load profile","score":0.4639831}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7484566},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7099438},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.54876816},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.529754},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.508204},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.4639831},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3502115},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3245117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2533651},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15598387},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.114328355},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08593845},{"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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386420","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.62,"display_name":"Life on land"}],"grants":[{"funder":"https://openalex.org/F4320324727","funder_display_name":"Silesian University of Technology","award_id":null},{"funder":"https://openalex.org/F4320335197","funder_display_name":"Norway Grants","award_id":null},{"funder":"https://openalex.org/F4320337504","funder_display_name":"Research and Development","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W2885660591","https://openalex.org/W2949161012","https://openalex.org/W2969439907","https://openalex.org/W3017580964","https://openalex.org/W3040499321","https://openalex.org/W3117958940","https://openalex.org/W3164919539","https://openalex.org/W3171541177","https://openalex.org/W3176852473","https://openalex.org/W3204838930","https://openalex.org/W4312759941","https://openalex.org/W4318832917","https://openalex.org/W4363647454","https://openalex.org/W4366426810","https://openalex.org/W4379160325","https://openalex.org/W4380030878","https://openalex.org/W4382407900"],"related_works":["https://openalex.org/W4386937079","https://openalex.org/W4386259002","https://openalex.org/W4308716060","https://openalex.org/W4280648719","https://openalex.org/W3193043704","https://openalex.org/W3171520305","https://openalex.org/W3135126032","https://openalex.org/W2901774584","https://openalex.org/W1924178503","https://openalex.org/W1546989560"],"abstract_inverted_index":{"The":[0,23,48,92],"paper":[1,127],"describes":[2],"the":[3,7,11,27,55,64,83,88,100,104,123,126,137,145],"energy":[4,161],"consumption":[5,38],"from":[6],"battery":[8,40,165],"based":[9],"on":[10,122],"current":[12,95,124],"measurements":[13],"for":[14,43,117,133],"various":[15],"cases,":[16],"i.e.,":[17],"speed":[18],"(PWL":[19],"adjustment)":[20],"and":[21,33,39,90,99,163],"loads.":[22],"main":[24],"purpose":[25],"of":[26,136],"research":[28],"is":[29,97,128,141],"to":[30,81,86,159],"have":[31],"additional":[32,153],"reliable":[34],"information":[35],"about":[36],"power":[37],"life":[41],"estimation":[42],"autonomous":[44],"guided":[45],"vehicles":[46],"(AGV).":[47],"authors":[49],"propose":[50],"a":[51,58,113,129],"two-step":[52,114],"algorithm.":[53],"In":[54],"first":[56],"step,":[57],"linear":[59],"classifier":[60,66],"was":[61,67,78],"proposed.":[62],"Then,":[63],"KNN":[65],"tested;":[68],"however,":[69],"it":[70,77,140,149,156],"did":[71],"not":[72,151],"give":[73],"satisfactory":[74],"results,":[75],"so":[76,148],"finally":[79],"decided":[80],"use":[82],"random":[84],"forest":[85],"estimate":[87],"load":[89],"PWL.":[91],"time":[93],"domain":[94],"measurement":[96],"evaluated,":[98],"beforementioned":[101],"algorithms":[102],"process":[103],"selected":[105],"statistical":[106],"measures.":[107],"It":[108],"has":[109],"been":[110],"proven":[111],"that":[112],"algorithm":[115],"allows":[116],"achieving":[118],"high":[119],"accuracy.":[120],"Based":[121],"observation,":[125],"good":[130],"starting":[131],"point":[132],"further":[134],"investigation":[135],"AGV":[138,146],"because":[139],"usually":[142],"implemented":[143],"in":[144],"\u2013":[147],"does":[150],"require":[152],"hardware.":[154],"Moreover,":[155],"can":[157],"lead":[158],"better":[160],"management":[162],"increase":[164],"lifetime.":[166]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4391092976","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-01-02T07:59:33.308246","created_date":"2024-01-23"}