{"id":"https://openalex.org/W2782267137","doi":"https://doi.org/10.1109/icspcc.2017.8242383","title":"An ensemble fault diagnosis approach for multimodal process","display_name":"An ensemble fault diagnosis approach for multimodal process","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2782267137","doi":"https://doi.org/10.1109/icspcc.2017.8242383","mag":"2782267137"},"language":"en","primary_location":{"id":"doi:10.1109/icspcc.2017.8242383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc.2017.8242383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","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/A5100634877","display_name":"Qing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qing Yang","raw_affiliation_strings":["School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032770795","display_name":"Cuina Ba","orcid":null},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuina Ba","raw_affiliation_strings":["School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103217118","display_name":"Chenlong Li","orcid":"https://orcid.org/0000-0001-5510-3152"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenlong Li","raw_affiliation_strings":["School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006279672","display_name":"Dongsheng Wu","orcid":"https://orcid.org/0000-0001-5256-8800"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongsheng Wu","raw_affiliation_strings":["School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100634877"],"corresponding_institution_ids":["https://openalex.org/I116036724"],"apc_list":null,"apc_paid":null,"fwci":0.2012,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56141188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9990000128746033,"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/T11357","display_name":"Risk and Safety Analysis","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6994526982307434},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6148101091384888},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5140036940574646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40514692664146423},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08404192328453064},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.05270648002624512}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6994526982307434},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6148101091384888},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5140036940574646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40514692664146423},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08404192328453064},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.05270648002624512},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icspcc.2017.8242383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc.2017.8242383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1738086807","https://openalex.org/W1968098432","https://openalex.org/W1976972876","https://openalex.org/W2000905420","https://openalex.org/W2007221293","https://openalex.org/W2007239292","https://openalex.org/W2060776628","https://openalex.org/W2073476146","https://openalex.org/W2077169609","https://openalex.org/W2323226503","https://openalex.org/W2361878304","https://openalex.org/W2378125658","https://openalex.org/W6637501037"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"To":[0,76],"improve":[1],"the":[2,40,52,67,78,80,95,102],"accuracy":[3,109],"of":[4,66],"fault":[5,12],"diagnosis":[6,13,108],"for":[7,63,110],"multimodal":[8,111],"process,":[9],"an":[10],"ensemble":[11],"approach":[14],"based":[15],"on":[16],"IJITL-WEMD-RLSSVM":[17,97],"(short":[18],"words":[19],"of,":[20],"improved":[21],"just-intime-learning":[22],"(IJITL),":[23],"empirical":[24],"mode":[25],"decomposition":[26],"with":[27],"window":[28],"(WEMD),":[29],"recursive":[30],"least":[31],"squares":[32],"support":[33],"vector":[34],"machine":[35],"(RLSSVM))":[36],"is":[37,61,74,83,99],"presented.":[38],"Firstly,":[39],"corresponding":[41],"data":[42,47,55,64],"are":[43,56],"found":[44],"in":[45,105],"historical":[46],"through":[48],"IJITL":[49],"method":[50,60,82,98,104],"and":[51,107],"small":[53,68],"sample":[54,69],"output.":[57],"Then":[58],"WEMD":[59],"used":[62],"preprocessing":[65],"data.":[70],"Finally,":[71],"RLSSVM":[72],"classifier":[73],"trained.":[75],"verify":[77],"validity,":[79],"proposed":[81,96],"applied":[84],"to":[85,101],"a":[86],"wastewater":[87],"treatment":[88],"process.":[89,112],"The":[90],"experimental":[91],"results":[92],"show":[93],"that":[94],"superior":[100],"conventional":[103],"speed":[106]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}