{"id":"https://openalex.org/W2985344503","doi":"https://doi.org/10.1109/tii.2019.2951843","title":"Battery Aging Assessment for Real-World Electric Buses Based on Incremental Capacity Analysis and Radial Basis Function Neural Network","display_name":"Battery Aging Assessment for Real-World Electric Buses Based on Incremental Capacity Analysis and Radial Basis Function Neural Network","publication_year":2019,"publication_date":"2019-11-06","ids":{"openalex":"https://openalex.org/W2985344503","doi":"https://doi.org/10.1109/tii.2019.2951843","mag":"2985344503"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2951843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2951843","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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/A5069421205","display_name":"Chengqi She","orcid":"https://orcid.org/0000-0002-8090-1348"},"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":"Chengqi She","raw_affiliation_strings":["National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8090-1348","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052233170","display_name":"Zhenpo Wang","orcid":"https://orcid.org/0000-0002-1396-906X"},"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":"Zhenpo Wang","raw_affiliation_strings":["National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, 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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100346777","display_name":"Peng Liu","orcid":"https://orcid.org/0000-0001-9702-6888"},"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":"Peng Liu","raw_affiliation_strings":["National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012659616","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-1763-0397"},"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":"Lei Zhang","raw_affiliation_strings":["National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1763-0397","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":12.1971,"has_fulltext":false,"cited_by_count":274,"citation_normalized_percentile":{"value":0.99120368,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"16","issue":"5","first_page":"3345","last_page":"3354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"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":1.0,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9988999962806702,"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/T10018","display_name":"Advancements in Battery Materials","score":0.9914000034332275,"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":0.7110583782196045},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6043654084205627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5479041934013367},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5121338367462158},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.5014710426330566},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4960406720638275},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3341658115386963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31914955377578735}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.7110583782196045},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6043654084205627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5479041934013367},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5121338367462158},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.5014710426330566},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4960406720638275},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3341658115386963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31914955377578735},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2019.2951843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2951843","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G543411162","display_name":null,"funder_award_id":"51805029","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8224192604","display_name":null,"funder_award_id":"2017YFC0840205","funder_id":"https://openalex.org/F4320335895","funder_display_name":"Dream Project of Ministry of Science and Technology of the People's Republic of China"},{"id":"https://openalex.org/G8766066678","display_name":null,"funder_award_id":"U1764258","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335895","display_name":"Dream Project of Ministry of Science and Technology of the People's Republic of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1969910044","https://openalex.org/W1985265278","https://openalex.org/W2007700211","https://openalex.org/W2039238531","https://openalex.org/W2050843465","https://openalex.org/W2053199107","https://openalex.org/W2053819957","https://openalex.org/W2064224999","https://openalex.org/W2071280205","https://openalex.org/W2146560932","https://openalex.org/W2153635508","https://openalex.org/W2171277043","https://openalex.org/W2182304044","https://openalex.org/W2201263372","https://openalex.org/W2295405103","https://openalex.org/W2345304034","https://openalex.org/W2500303754","https://openalex.org/W2556906007","https://openalex.org/W2584089850","https://openalex.org/W2587668152","https://openalex.org/W2612210564","https://openalex.org/W2623017850","https://openalex.org/W2753648062","https://openalex.org/W2767663538","https://openalex.org/W2768606939","https://openalex.org/W2772728162","https://openalex.org/W2783030034","https://openalex.org/W2797710148","https://openalex.org/W2846494539","https://openalex.org/W2883515020","https://openalex.org/W2900330699","https://openalex.org/W2901472231","https://openalex.org/W2955134049","https://openalex.org/W3102947106","https://openalex.org/W3105294534"],"related_works":["https://openalex.org/W1562159987","https://openalex.org/W2004734718","https://openalex.org/W3190332208","https://openalex.org/W4388623464","https://openalex.org/W3126531014","https://openalex.org/W2519883542","https://openalex.org/W2098124661","https://openalex.org/W3006423619","https://openalex.org/W3195056770","https://openalex.org/W4385625847"],"abstract_inverted_index":{"Accurate":[0],"battery":[1,14,25,54,97,140,192],"aging":[2,26,55,98,193],"prediction":[3,165,183,194],"is":[4,47,82,107,169],"essential":[5],"for":[6,112,152,191],"ensuring":[7],"efficient,":[8],"reliable,":[9],"and":[10,36,57,100,124,135,157,171],"safe":[11],"operation":[12,64,199],"of":[13,66,89,122,139,167,179,185],"systems":[15],"in":[16,109],"electric":[17,67,147],"vehicle":[18],"application.":[19],"This":[20,187],"article":[21],"presents":[22],"a":[23,176],"novel":[24],"assessment":[27],"method":[28,73,81,106],"based":[29,61,195],"on":[30,62,196],"the":[31,51,76,86,101,172,182],"incremental":[32],"capacity":[33],"analysis":[34],"(ICA)":[35],"radial":[37],"basis":[38],"function":[39],"neural":[40],"network":[41],"(RBFNN)":[42],"model.":[43],"The":[44,71,115,142,159],"RBFNN":[45,153],"model":[46,154,174],"used":[48,83,108,151],"to":[49,84,95],"depict":[50],"relationship":[52],"between":[53],"level":[56],"its":[58],"influencing":[59,117],"factors":[60,118],"real-world":[63,146],"datasets":[65,143],"city":[68,148],"transit":[69],"buses.":[70],"ICA":[72],"together":[74],"with":[75,181],"Gaussian":[77],"window":[78],"(GW)":[79],"filter":[80],"derive":[85],"peak":[87],"values":[88],"IC":[90],"curves":[91],"which":[92],"are":[93,150],"utilized":[94],"represent":[96],"levels,":[99],"support":[102],"vector":[103],"regression":[104],"(SVR)":[105],"several":[110],"scenarios":[111],"data":[113],"preprocessing.":[114],"considered":[116],"include":[119],"accumulated":[120],"mileage":[121],"vehicles":[123],"initial":[125],"charging":[126,130,133],"state-of-charge":[127],"(SOC),":[128],"average":[129,132,136,164],"temperature,":[131],"current,":[134],"operating":[137],"temperature":[138],"systems.":[141],"collected":[144],"from":[145],"buses":[149],"training,":[155],"validation,":[156],"test.":[158],"results":[160],"show":[161],"that":[162],"an":[163],"error":[166],"4.00%":[168],"reached,":[170],"derived":[173],"has":[175],"confidential":[177],"interval":[178],"92%":[180],"accuracy":[184],"90%.":[186],"work":[188],"provides":[189],"insights":[190],"massive":[197],"real-time":[198],"data.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":52},{"year":2023,"cited_by_count":54},{"year":2022,"cited_by_count":43},{"year":2021,"cited_by_count":56},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}
