{"id":"https://openalex.org/W4392034444","doi":"https://doi.org/10.1016/j.isatra.2024.02.014","title":"Swarm intelligence based deep learning model via improved whale optimization algorithm and Bi-directional long short-term memory for fault diagnosis of chemical processes","display_name":"Swarm intelligence based deep learning model via improved whale optimization algorithm and Bi-directional long short-term memory for fault diagnosis of chemical processes","publication_year":2024,"publication_date":"2024-02-22","ids":{"openalex":"https://openalex.org/W4392034444","doi":"https://doi.org/10.1016/j.isatra.2024.02.014","pmid":"https://pubmed.ncbi.nlm.nih.gov/38443273"},"language":"en","primary_location":{"id":"doi:10.1016/j.isatra.2024.02.014","doi":"https://doi.org/10.1016/j.isatra.2024.02.014","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.isatra.2024.02.014","pdf_url":null,"source":{"id":"https://openalex.org/S89543202","display_name":"ISA Transactions","issn_l":"0019-0578","issn":["0019-0578","1879-2022"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","medline","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISA Transactions","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5036523300","display_name":"Chunlei Ji","orcid":"https://orcid.org/0000-0001-6591-3458","observed_orcids":["https://orcid.org/0000-0001-6591-3458"]},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huai'an University","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlei Ji","raw_affiliation_strings":["Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075103342","display_name":"Chu Zhang","orcid":"https://orcid.org/0000-0002-4516-2754","observed_orcids":["https://orcid.org/0000-0002-4516-2754"]},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huai'an University","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chu Zhang","raw_affiliation_strings":["Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China; Jiangsu Permanent Magnet Motor Engineering Research Center, Huaiyin Institute of Technology, Huai'an 223003, China. Electronic address: zhangchuhust@foxmail.com"],"raw_orcid":"https://orcid.org/0000-0002-4516-2754","affiliations":[{"raw_affiliation_string":"Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China; Jiangsu Permanent Magnet Motor Engineering Research Center, Huaiyin Institute of Technology, Huai'an 223003, China. Electronic address: zhangchuhust@foxmail.com","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027469548","display_name":"Leiming Suo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huai'an University","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leiming Suo","raw_affiliation_strings":["Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067176469","display_name":"Qianlong Liu","orcid":"https://orcid.org/0009-0005-0182-1075","observed_orcids":["https://orcid.org/0009-0005-0182-1075"]},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huai'an University","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianlong Liu","raw_affiliation_strings":["Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"last","author":{"id":null,"display_name":"Tian Peng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huai'an University","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Peng","raw_affiliation_strings":["Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China; Jiangsu Permanent Magnet Motor Engineering Research Center, Huaiyin Institute of Technology, Huai'an 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation, Huaiyin Institute of Technology, Huai'an 223003, China; Jiangsu Permanent Magnet Motor Engineering Research Center, Huaiyin Institute of Technology, Huai'an 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075103342"],"corresponding_institution_ids":["https://openalex.org/I4210153869"],"apc_list":{"value":3950,"currency":"USD","value_usd":3950},"apc_paid":null,"fwci":5.2207,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.96952898,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"147","issue":null,"first_page":"227","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9980000257492065,"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":0.9980000257492065,"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":0.0019000000320374966,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/fault-diagnosis","display_name":"fault diagnosis","score":0.8569999933242798},{"id":"https://openalex.org/keywords/chemical-process-monitoring","display_name":"chemical process monitoring","score":0.9290000200271606},{"id":"https://openalex.org/keywords/improved-whale-optimization-algorithm","display_name":"improved whale optimization algorithm","score":0.843999981880188},{"id":"https://openalex.org/keywords/bidirectional-lstm","display_name":"bidirectional LSTM","score":0.8619999885559082},{"id":"https://openalex.org/keywords/kernel-pca","display_name":"kernel principal component analysis","score":1.0},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.8790000081062317},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"swarm intelligence","score":0.8650000095367432},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.6069999933242798},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"noise reduction","score":0.4230000078678131}],"concepts":[{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.6742478013038635},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6665595173835754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5498745441436768},{"id":"https://openalex.org/C182335926","wikidata":"https://www.wikidata.org/wiki/Q17093020","display_name":"Kernel principal component analysis","level":4,"score":0.5053889751434326},{"id":"https://openalex.org/C2777704720","wikidata":"https://www.wikidata.org/wiki/Q1865281","display_name":"Whale","level":2,"score":0.4934195578098297},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.47543811798095703},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.47113651037216187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4563257694244385},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.44441431760787964},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4427652060985565},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.428579717874527},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40495985746383667},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32986629009246826},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.18481102585792542},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.15627959370613098},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.12063977122306824},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.1037282943725586},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09812018275260925},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.isatra.2024.02.014","doi":"https://doi.org/10.1016/j.isatra.2024.02.014","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.isatra.2024.02.014","pdf_url":null,"source":{"id":"https://openalex.org/S89543202","display_name":"ISA Transactions","issn_l":"0019-0578","issn":["0019-0578","1879-2022"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","medline","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISA Transactions","raw_type":"journal-article"},{"id":"pmid:38443273","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38443273","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISA transactions","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1925048765","https://openalex.org/W2064675550","https://openalex.org/W2195015743","https://openalex.org/W2514506630","https://openalex.org/W2589808763","https://openalex.org/W2603478627","https://openalex.org/W2781003581","https://openalex.org/W2796942168","https://openalex.org/W2808656696","https://openalex.org/W2893076595","https://openalex.org/W2987140681","https://openalex.org/W3008894409","https://openalex.org/W3031692371","https://openalex.org/W3093383813","https://openalex.org/W3123712479","https://openalex.org/W3131423289","https://openalex.org/W3131860561","https://openalex.org/W3140660742","https://openalex.org/W3156618009","https://openalex.org/W3159759916","https://openalex.org/W3201911093","https://openalex.org/W3210548649","https://openalex.org/W3211501672","https://openalex.org/W3216676461","https://openalex.org/W4200433438","https://openalex.org/W4200476653","https://openalex.org/W4220752695","https://openalex.org/W4223892775","https://openalex.org/W4281612962","https://openalex.org/W4281631600","https://openalex.org/W4283157006","https://openalex.org/W4286819902","https://openalex.org/W4289527244","https://openalex.org/W4294771593","https://openalex.org/W4296517588","https://openalex.org/W4321793520","https://openalex.org/W4376619100","https://openalex.org/W4392385768"],"related_works":["https://openalex.org/W4411800211","https://openalex.org/W4412702261","https://openalex.org/W7161028784","https://openalex.org/W4415514538","https://openalex.org/W7125986667","https://openalex.org/W4388913975","https://openalex.org/W2371676624","https://openalex.org/W3037458866","https://openalex.org/W7163998317","https://openalex.org/W3203510303"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-02-23T00:00:00"}
