{"id":"https://openalex.org/W4409223234","doi":"https://doi.org/10.1109/access.2025.3558631","title":"An EPS-kNN Fault Propagation Analysis Method for Industrial Processes Based on the Fusion of Knowledge and Data","display_name":"An EPS-kNN Fault Propagation Analysis Method for Industrial Processes Based on the Fusion of Knowledge and Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409223234","doi":"https://doi.org/10.1109/access.2025.3558631"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3558631","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3558631","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3558631","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103668099","display_name":"Wang Li-xin","orcid":null},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Lixin","raw_affiliation_strings":["Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0009-9281-0249","affiliations":[{"raw_affiliation_string":"Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China","institution_ids":["https://openalex.org/I108904480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101838691","display_name":"Xiaoyi Qian","orcid":"https://orcid.org/0000-0002-3926-6813"},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Xiaoyi","raw_affiliation_strings":["Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-3926-6813","affiliations":[{"raw_affiliation_string":"Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China","institution_ids":["https://openalex.org/I108904480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117018704","display_name":"Feng Yanliang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095020","display_name":"Yingkou Institute of Technology","ror":"https://ror.org/00se3rd97","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095020"]},{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Yanliang","raw_affiliation_strings":["State Grid Liaoning Electric Power Company Ltd., Yingkou Power Supply Company, Yingkou, China","State Grid Liaoning Electric Power Co., Ltd, Yingkou power supply company, Yingkou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Liaoning Electric Power Company Ltd., Yingkou Power Supply Company, Yingkou, China","institution_ids":["https://openalex.org/I4210095020","https://openalex.org/I4210126065"]},{"raw_affiliation_string":"State Grid Liaoning Electric Power Co., Ltd, Yingkou power supply company, Yingkou, China","institution_ids":["https://openalex.org/I4210126065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117018705","display_name":"Dai Ziheng","orcid":null},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dai Ziheng","raw_affiliation_strings":["Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0002-5596-5734","affiliations":[{"raw_affiliation_string":"Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China","institution_ids":["https://openalex.org/I108904480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117018706","display_name":"Kang Changsheng","orcid":null},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Changsheng","raw_affiliation_strings":["Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0006-3994-7834","affiliations":[{"raw_affiliation_string":"Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China","institution_ids":["https://openalex.org/I108904480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052477740","display_name":"Shuai Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan Shuai","raw_affiliation_strings":["Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China","institution_ids":["https://openalex.org/I108904480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077280762","display_name":"Yi Zhao","orcid":"https://orcid.org/0000-0001-5368-3595"},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Yi","raw_affiliation_strings":["Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liaoning Key Laboratory of Power Grid Energy Conservation and Control, Shenyang Institute of Engineering, Shenyang, China","institution_ids":["https://openalex.org/I108904480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0628864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"78335","last_page":"78347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9300000071525574,"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":0.9300000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6408527493476868},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4820788502693176},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4644923508167267},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38507789373397827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.333638072013855},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12678703665733337},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.0938825011253357}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6408527493476868},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4820788502693176},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4644923508167267},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38507789373397827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.333638072013855},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12678703665733337},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0938825011253357}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3558631","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3558631","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4ad2a761bcde44fbb04681cc6e3efec6","is_oa":true,"landing_page_url":"https://doaj.org/article/4ad2a761bcde44fbb04681cc6e3efec6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 78335-78347 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3558631","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3558631","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[{"id":"https://openalex.org/G310531023","display_name":null,"funder_award_id":"LJKQZ2021085","funder_id":"https://openalex.org/F4320327799","funder_display_name":"Scientific Research Fund of Liaoning Provincial Education Department"},{"id":"https://openalex.org/G4377275917","display_name":null,"funder_award_id":"LJ222411632051","funder_id":"https://openalex.org/F4320327799","funder_display_name":"Scientific Research Fund of Liaoning Provincial Education Department"}],"funders":[{"id":"https://openalex.org/F4320327799","display_name":"Scientific Research Fund of Liaoning Provincial Education Department","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1984226456","https://openalex.org/W2056117586","https://openalex.org/W2060114373","https://openalex.org/W2086515189","https://openalex.org/W2574713814","https://openalex.org/W2583115580","https://openalex.org/W2605592290","https://openalex.org/W2884127524","https://openalex.org/W2887529588","https://openalex.org/W2911005256","https://openalex.org/W2911890521","https://openalex.org/W2952820129","https://openalex.org/W3024521011","https://openalex.org/W3091351385","https://openalex.org/W3107308595","https://openalex.org/W3110929880","https://openalex.org/W3117457432","https://openalex.org/W3152182812","https://openalex.org/W3175731244","https://openalex.org/W3192020980","https://openalex.org/W3196944050","https://openalex.org/W4200115275","https://openalex.org/W4213189848","https://openalex.org/W4225113178","https://openalex.org/W4300861643","https://openalex.org/W4378373497","https://openalex.org/W4380079472","https://openalex.org/W4385376145","https://openalex.org/W4387422482","https://openalex.org/W4400339801","https://openalex.org/W4403016908"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"To":[0],"reduce":[1,113],"the":[2,11,33,64,82,94,97,101,106,114,121],"false":[3,117],"connections":[4,118],"resulting":[5],"from":[6],"numerous":[7],"redundant":[8,55],"paths":[9],"in":[10,81],"fault":[12,27,36,51,68,107],"propagation":[13,28,69,108],"analysis":[14,29],"for":[15],"industrial":[16],"processes,":[17],"an":[18],"equal":[19],"probability":[20],"symbolized":[21],"k-nearest":[22],"neighbors":[23],"(EPS-<italic":[24],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[25,66],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">k</i>NN)":[26],"method":[30,103],"based":[31],"on":[32],"fusion":[34],"of":[35,79,116],"data":[37],"and":[38,53,75,86,96,112],"process":[39,85,89],"knowledge":[40],"is":[41,46,61],"proposed.":[42],"Subblock":[43],"interaction":[44],"monitoring":[45],"introduced":[47],"to":[48,72,92],"identify":[49,105],"potential":[50],"areas":[52],"eliminate":[54],"variables.":[56],"The":[57],"complex":[58],"network":[59],"model":[60],"incorporated":[62],"into":[63],"EPS-<italic":[65],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">k</i>NN-based":[67],"path":[70,109],"identification":[71],"improve":[73],"accuracy":[74],"interpretability.":[76],"Different":[77],"types":[78],"faults":[80],"Tennessee":[83],"Eastman":[84],"Ammonia":[87],"synthesis":[88],"are":[90],"applied":[91],"verify":[93],"effectiveness,":[95],"result":[98],"shows":[99],"that":[100],"proposed":[102],"can":[104],"more":[110],"effectively":[111],"occurrence":[115],"compared":[119],"with":[120],"traditional":[122],"methods.":[123]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-04-07T00:00:00"}