{"id":"https://openalex.org/W4200327924","doi":"https://doi.org/10.1016/j.psep.2021.12.050","title":"Gas turbine availability improvement based on long short-term memory networks using deep learning of their failures data analysis","display_name":"Gas turbine availability improvement based on long short-term memory networks using deep learning of their failures data analysis","publication_year":2021,"publication_date":"2021-12-26","ids":{"openalex":"https://openalex.org/W4200327924","doi":"https://doi.org/10.1016/j.psep.2021.12.050"},"language":"en","primary_location":{"id":"doi:10.1016/j.psep.2021.12.050","doi":"https://doi.org/10.1016/j.psep.2021.12.050","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.psep.2021.12.050","pdf_url":null,"source":{"id":"https://openalex.org/S166351637","display_name":"Process Safety and Environmental Protection","issn_l":"0957-5820","issn":["0957-5820","0263-8762","1744-3563","1744-3598","1876-4800"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","dongbi-c","jufo-1","norway-1","poland-100","poland-140","russia-white-list-1","vabb-shw"],"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":"Process Safety and Environmental Protection","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5056601944","display_name":"Ahmed Zohair Djeddi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210086990","display_name":"Ziane Achour University of Djelfa","ror":"https://ror.org/000jvv118","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210086990"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ahmed Zohair Djeddi","raw_affiliation_strings":["Applied Automation and Industrial Diagnostics Laboratory, Faculty of Science and Technology, University of Djelfa 17000 DZ, Algeria","Gas Turbine Joint Research Team, University of Djelfa, Djelfa 17000 DZ, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Automation and Industrial Diagnostics Laboratory, Faculty of Science and Technology, University of Djelfa 17000 DZ, Algeria","institution_ids":["https://openalex.org/I4210086990"]},{"raw_affiliation_string":"Gas Turbine Joint Research Team, University of Djelfa, Djelfa 17000 DZ, Algeria","institution_ids":["https://openalex.org/I4210086990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036283689","display_name":"Ahmed Hafaifa","orcid":"https://orcid.org/0000-0002-7812-7429","observed_orcids":["https://orcid.org/0000-0002-7812-7429"]},"institutions":[{"id":"https://openalex.org/I282159120","display_name":"\u0130stanbul Ni\u015fanta\u015f\u0131 \u00dcniversitesi","ror":"https://ror.org/04tah3159","country_code":"TR","type":"education","lineage":["https://openalex.org/I282159120"]},{"id":"https://openalex.org/I4210086990","display_name":"Ziane Achour University of Djelfa","ror":"https://ror.org/000jvv118","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210086990"]}],"countries":["DZ","TR"],"is_corresponding":true,"raw_author_name":"Ahmed Hafaifa","raw_affiliation_strings":["Applied Automation and Industrial Diagnostics Laboratory, Faculty of Science and Technology, University of Djelfa 17000 DZ, Algeria","Department of Electrical and Electronics Engineering, Nisantasi University, 34398 Sar\u0131yer, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Automation and Industrial Diagnostics Laboratory, Faculty of Science and Technology, University of Djelfa 17000 DZ, Algeria","institution_ids":["https://openalex.org/I4210086990"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Nisantasi University, 34398 Sar\u0131yer, Istanbul, Turkey","institution_ids":["https://openalex.org/I282159120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036344765","display_name":"Nadji Hadroug","orcid":"https://orcid.org/0000-0002-6633-6645","observed_orcids":["https://orcid.org/0000-0002-6633-6645"]},"institutions":[{"id":"https://openalex.org/I4210086990","display_name":"Ziane Achour University of Djelfa","ror":"https://ror.org/000jvv118","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210086990"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nadji Hadroug","raw_affiliation_strings":["Applied Automation and Industrial Diagnostics Laboratory, Faculty of Science and Technology, University of Djelfa 17000 DZ, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Automation and Industrial Diagnostics Laboratory, Faculty of Science and Technology, University of Djelfa 17000 DZ, Algeria","institution_ids":["https://openalex.org/I4210086990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034124222","display_name":"Abdelhamid Iratni","orcid":"https://orcid.org/0000-0003-3548-7675","observed_orcids":["https://orcid.org/0000-0003-3548-7675"]},"institutions":[{"id":"https://openalex.org/I4210135256","display_name":"University Mohamed El Bachir El Ibrahimi of Bordj Bou Arreridj","ror":"https://ror.org/03e75b898","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210135256"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelhamid Iratni","raw_affiliation_strings":["Faculty of Science and Technology, University of Bordj Bou Arreridj, 34030 DZ, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Bordj Bou Arreridj, 34030 DZ, Algeria","institution_ids":["https://openalex.org/I4210135256"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036283689"],"corresponding_institution_ids":["https://openalex.org/I282159120","https://openalex.org/I4210086990"],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":4.9807,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.95611041,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"159","issue":null,"first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.7979000210762024,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.7979000210762024,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.1914999932050705,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.004699999932199717,"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/gas-turbines","display_name":"gas turbines","score":0.7580000162124634},{"id":"https://openalex.org/keywords/availability-improvement","display_name":"availability improvement","score":0.6299999952316284},{"id":"https://openalex.org/keywords/long-short-term-memory-networks","display_name":"long short-term memory networks","score":0.9110000133514404},{"id":"https://openalex.org/keywords/degradation-indicators","display_name":"degradation indicators","score":0.8289999961853027},{"id":"https://openalex.org/keywords/failure-prediction","display_name":"failure prediction","score":0.5720000267028809},{"id":"https://openalex.org/keywords/mean-time-between-failures","display_name":"mean time between failures","score":0.7509999871253967},{"id":"https://openalex.org/keywords/maintenance-planning","display_name":"maintenance planning","score":0.6639999747276306},{"id":"https://openalex.org/keywords/life-cycle-cost-optimization","display_name":"life cycle cost optimization","score":0.8159999847412109},{"id":"https://openalex.org/keywords/reliability","display_name":"reliability","score":0.48100000619888306},{"id":"https://openalex.org/keywords/rotating-machinery","display_name":"rotating machinery","score":0.5609999895095825}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7524029016494751},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.7461791038513184},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.5534800887107849},{"id":"https://openalex.org/C44154001","wikidata":"https://www.wikidata.org/wiki/Q754940","display_name":"Mean time between failures","level":3,"score":0.5423837304115295},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.49910640716552734},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.48941221833229065},{"id":"https://openalex.org/C163164238","wikidata":"https://www.wikidata.org/wiki/Q2737027","display_name":"Failure rate","level":2,"score":0.470724493265152},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.4537113904953003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39107227325439453},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09651154279708862},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.psep.2021.12.050","doi":"https://doi.org/10.1016/j.psep.2021.12.050","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.psep.2021.12.050","pdf_url":null,"source":{"id":"https://openalex.org/S166351637","display_name":"Process Safety and Environmental Protection","issn_l":"0957-5820","issn":["0957-5820","0263-8762","1744-3563","1744-3598","1876-4800"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","dongbi-c","jufo-1","norway-1","poland-100","poland-140","russia-white-list-1","vabb-shw"],"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":"Process Safety and Environmental Protection","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.75},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.651199996471405}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1007210922","https://openalex.org/W1504951221","https://openalex.org/W1969317211","https://openalex.org/W1975467627","https://openalex.org/W1979239416","https://openalex.org/W1984835905","https://openalex.org/W2007643354","https://openalex.org/W2030488534","https://openalex.org/W2073663130","https://openalex.org/W2075432996","https://openalex.org/W2078049402","https://openalex.org/W2120105582","https://openalex.org/W2166488164","https://openalex.org/W2206204330","https://openalex.org/W2290711424","https://openalex.org/W2354207884","https://openalex.org/W2556723241","https://openalex.org/W2560626533","https://openalex.org/W2604363883","https://openalex.org/W2750777698","https://openalex.org/W2810791100","https://openalex.org/W2930822905","https://openalex.org/W2961612197","https://openalex.org/W2963562075","https://openalex.org/W2971396617","https://openalex.org/W2982421853","https://openalex.org/W2996881443","https://openalex.org/W2997037366","https://openalex.org/W2997890812","https://openalex.org/W3002053017","https://openalex.org/W3015140845","https://openalex.org/W3015826651","https://openalex.org/W3021074443","https://openalex.org/W3044794661","https://openalex.org/W3047257741","https://openalex.org/W3089524673","https://openalex.org/W3093235154","https://openalex.org/W3096392385","https://openalex.org/W3103400132","https://openalex.org/W3113918864","https://openalex.org/W3118782914","https://openalex.org/W3129236054","https://openalex.org/W3134533001","https://openalex.org/W3135028939","https://openalex.org/W3135061098","https://openalex.org/W3135534956","https://openalex.org/W3135858263","https://openalex.org/W3139195158","https://openalex.org/W3143094472","https://openalex.org/W3145527175","https://openalex.org/W3156856498","https://openalex.org/W3159310817","https://openalex.org/W3164828357","https://openalex.org/W3166876462","https://openalex.org/W3169985545","https://openalex.org/W3170467518","https://openalex.org/W3172264170","https://openalex.org/W3173742315","https://openalex.org/W3176970239","https://openalex.org/W3184089784"],"related_works":["https://openalex.org/W4393128662","https://openalex.org/W4407353255","https://openalex.org/W2999107506","https://openalex.org/W3135858263","https://openalex.org/W3158911546","https://openalex.org/W3119216398","https://openalex.org/W4393128732","https://openalex.org/W3200655765","https://openalex.org/W6888825439","https://openalex.org/W4385582697"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":4}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2021-12-31T00:00:00"}
