{"id":"https://openalex.org/W2034817206","doi":"https://doi.org/10.1109/bmei.2012.6513114","title":"Three-layer information fusion for braking system fault diagnosis","display_name":"Three-layer information fusion for braking system fault diagnosis","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2034817206","doi":"https://doi.org/10.1109/bmei.2012.6513114","mag":"2034817206"},"language":"en","primary_location":{"id":"doi:10.1109/bmei.2012.6513114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2012.6513114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th International Conference on BioMedical Engineering and Informatics","raw_type":"proceedings-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/A5088152225","display_name":"Shaojin Wang","orcid":"https://orcid.org/0000-0003-4949-3910"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]},{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaojin Wang","raw_affiliation_strings":["Mechanical Engineering College, Taiyuan University of Technology, Taiyuan 030024, China","Mech. Eng. Coll., Taiyuan Univ. of Technol., Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering College, Taiyuan University of Technology, Taiyuan 030024, China","institution_ids":["https://openalex.org/I9086337","https://openalex.org/I46305995"]},{"raw_affiliation_string":"Mech. Eng. Coll., Taiyuan Univ. of Technol., Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101690212","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0002-9134-1665"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]},{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["Mechanical Engineering College, Taiyuan University of Technology, Taiyuan 030024, China","Mech. Eng. Coll., Taiyuan Univ. of Technol., Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering College, Taiyuan University of Technology, Taiyuan 030024, China","institution_ids":["https://openalex.org/I9086337","https://openalex.org/I46305995"]},{"raw_affiliation_string":"Mech. Eng. Coll., Taiyuan Univ. of Technol., Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078040308","display_name":"Yang Zhao-jian","orcid":"https://orcid.org/0000-0001-6994-039X"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]},{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaojian Yang","raw_affiliation_strings":["Mechanical Engineering College, Taiyuan University of Technology, Taiyuan 030024, China","Mech. Eng. Coll., Taiyuan Univ. of Technol., Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering College, Taiyuan University of Technology, Taiyuan 030024, China","institution_ids":["https://openalex.org/I9086337","https://openalex.org/I46305995"]},{"raw_affiliation_string":"Mech. Eng. Coll., Taiyuan Univ. of Technol., Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100964463","display_name":"Gaofeng Song","orcid":null},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]},{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaofeng Song","raw_affiliation_strings":["Mechanical Engineering College, Taiyuan University of Technology, Taiyuan 030024, China","Mech. Eng. Coll., Taiyuan Univ. of Technol., Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering College, Taiyuan University of Technology, Taiyuan 030024, China","institution_ids":["https://openalex.org/I9086337","https://openalex.org/I46305995"]},{"raw_affiliation_string":"Mech. Eng. Coll., Taiyuan Univ. of Technol., Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088152225"],"corresponding_institution_ids":["https://openalex.org/I46305995","https://openalex.org/I9086337"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.110626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1580","last_page":"1584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9782999753952026,"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"}},"topics":[{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9782999753952026,"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"}},{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9761000275611877,"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"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9724000096321106,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hoist","display_name":"Hoist (device)","score":0.709717869758606},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.7034481763839722},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.6731555461883545},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6677418351173401},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.591552734375},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5754269957542419},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5513791441917419},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5435457229614258},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.48318877816200256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4720776081085205},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4658399820327759},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4518170654773712},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3904955983161926},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34329742193222046}],"concepts":[{"id":"https://openalex.org/C149499870","wikidata":"https://www.wikidata.org/wiki/Q1411613","display_name":"Hoist (device)","level":2,"score":0.709717869758606},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.7034481763839722},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.6731555461883545},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6677418351173401},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.591552734375},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5754269957542419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5513791441917419},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5435457229614258},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.48318877816200256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4720776081085205},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4658399820327759},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4518170654773712},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3904955983161926},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34329742193222046},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmei.2012.6513114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2012.6513114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th International Conference on BioMedical Engineering and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1486535978","https://openalex.org/W2111672716","https://openalex.org/W2377022706","https://openalex.org/W3214074647","https://openalex.org/W6709691416","https://openalex.org/W6803975782"],"related_works":["https://openalex.org/W2368116033","https://openalex.org/W2392803051","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W1556801349","https://openalex.org/W3214791684","https://openalex.org/W2353265673","https://openalex.org/W2152662039","https://openalex.org/W3088112989","https://openalex.org/W2392793229"],"abstract_inverted_index":{"In":[0],"this":[1,85],"paper,":[2],"information":[3,16,34],"fusion":[4,17,70,78],"fault":[5,18,29],"diagnosis":[6,19,30,93],"technology":[7],"was":[8,20],"applied":[9],"to":[10],"a":[11],"hoist":[12],"system,":[13,94],"and":[14,31,49,95],"three-layer":[15],"proposed.":[21],"Compared":[22],"with":[23,45],"the":[24,32,36,82,90],"principal":[25],"component":[26],"analysis":[27],"of":[28,84,92],"two-layer":[33],"fusion,":[35],"results":[37],"indicate":[38],"that":[39],"Elman":[40],"neural":[41],"network":[42],"has":[43],"ability":[44],"higher":[46],"accuracy":[47,91],"classification":[48],"better":[50],"stability":[51],"than":[52,76],"Error":[53],"Back":[54],"Propagation":[55],"(RBF)":[56],"Neural":[57],"Network":[58],"in":[59],"small":[60],"training":[61],"sample.":[62],"If":[63],"more":[64,74],"evidence":[65],"exist,":[66],"Dempster":[67],"Shafer":[68],"(DS)":[69],"method":[71],"will":[72,88],"be":[73],"practical":[75],"Yager":[77],"method.":[79,86],"Experiment":[80],"verified":[81],"feasibility":[83],"It":[87],"improve":[89],"provide":[96],"greater":[97],"reliability":[98],"for":[99],"coal":[100],"mine":[101],"safety":[102],"production.":[103]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
