{"id":"https://openalex.org/W4360950022","doi":"https://doi.org/10.1007/s10462-023-10468-6","title":"Reinforcement learning for predictive maintenance: a systematic technical review","display_name":"Reinforcement learning for predictive maintenance: a systematic technical review","publication_year":2023,"publication_date":"2023-03-25","ids":{"openalex":"https://openalex.org/W4360950022","doi":"https://doi.org/10.1007/s10462-023-10468-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-023-10468-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10468-6","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-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/A5074120519","display_name":"Rajesh Siraskar","orcid":"https://orcid.org/0000-0003-2341-8787"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]},{"id":"https://openalex.org/I2801851450","display_name":"Aditya Birla Memorial Hospital","ror":"https://ror.org/01ra53y91","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I2801851450"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh Siraskar","raw_affiliation_strings":["Birlasoft Ltd., Pune, 411057, Maharashtra, India","Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India"],"raw_orcid":"https://orcid.org/0000-0003-2341-8787","affiliations":[{"raw_affiliation_string":"Birlasoft Ltd., Pune, 411057, Maharashtra, India","institution_ids":["https://openalex.org/I2801851450"]},{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003928961","display_name":"Satish Kumar","orcid":"https://orcid.org/0000-0001-6788-0952"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Satish Kumar","raw_affiliation_strings":["Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025236262","display_name":"Shruti Patil","orcid":"https://orcid.org/0000-0002-4903-1540"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shruti Patil","raw_affiliation_strings":["Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046638598","display_name":"Arunkumar Bongale","orcid":"https://orcid.org/0000-0002-1942-9179"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arunkumar Bongale","raw_affiliation_strings":["Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077770842","display_name":"Ketan Kotecha","orcid":"https://orcid.org/0000-0003-2653-3780"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ketan Kotecha","raw_affiliation_strings":["Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, 412115, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003928961"],"corresponding_institution_ids":["https://openalex.org/I244572783"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":6.4391,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.97735794,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"56","issue":"11","first_page":"12885","last_page":"12947"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9740999937057495,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9740999937057495,"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":0.9480000138282776,"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/T11451","display_name":"Advanced Machining and Optimization Techniques","score":0.9333999752998352,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8177487850189209},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799670934677124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47132185101509094},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.4421497583389282},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38702133297920227}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8177487850189209},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799670934677124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47132185101509094},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4421497583389282},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38702133297920227},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-023-10468-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10468-6","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":161,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W192920577","https://openalex.org/W223116871","https://openalex.org/W1508620936","https://openalex.org/W1558884406","https://openalex.org/W1626155273","https://openalex.org/W1949804828","https://openalex.org/W1977174340","https://openalex.org/W1979587793","https://openalex.org/W1986356372","https://openalex.org/W1998645260","https://openalex.org/W2011556812","https://openalex.org/W2025195315","https://openalex.org/W2026536622","https://openalex.org/W2030712482","https://openalex.org/W2033800551","https://openalex.org/W2045914271","https://openalex.org/W2062457326","https://openalex.org/W2070152877","https://openalex.org/W2075754841","https://openalex.org/W2085487226","https://openalex.org/W2087780106","https://openalex.org/W2092631686","https://openalex.org/W2105078254","https://openalex.org/W2109910161","https://openalex.org/W2116611063","https://openalex.org/W2120841219","https://openalex.org/W2121494316","https://openalex.org/W2133901871","https://openalex.org/W2143770247","https://openalex.org/W2157883849","https://openalex.org/W2158596240","https://openalex.org/W2159185621","https://openalex.org/W2169206416","https://openalex.org/W2338492524","https://openalex.org/W2343090116","https://openalex.org/W2415594836","https://openalex.org/W2418805461","https://openalex.org/W2430768047","https://openalex.org/W2550505910","https://openalex.org/W2590215917","https://openalex.org/W2611351665","https://openalex.org/W2620490417","https://openalex.org/W2727420541","https://openalex.org/W2735035337","https://openalex.org/W2737385465","https://openalex.org/W2738278089","https://openalex.org/W2739904528","https://openalex.org/W2744067593","https://openalex.org/W2746553466","https://openalex.org/W2754517384","https://openalex.org/W2763986827","https://openalex.org/W2768978102","https://openalex.org/W2769789776","https://openalex.org/W2824628838","https://openalex.org/W2888891666","https://openalex.org/W2890279265","https://openalex.org/W2897232747","https://openalex.org/W2898897140","https://openalex.org/W2902760701","https://openalex.org/W2907206373","https://openalex.org/W2910288398","https://openalex.org/W2911048887","https://openalex.org/W2911692692","https://openalex.org/W2914584698","https://openalex.org/W2921732122","https://openalex.org/W2947419552","https://openalex.org/W2959306123","https://openalex.org/W2961779730","https://openalex.org/W2963426313","https://openalex.org/W2964717207","https://openalex.org/W2966508691","https://openalex.org/W2969724297","https://openalex.org/W2969747056","https://openalex.org/W2970519510","https://openalex.org/W2974399396","https://openalex.org/W2979894744","https://openalex.org/W2985465748","https://openalex.org/W2988244882","https://openalex.org/W3003397973","https://openalex.org/W3006585575","https://openalex.org/W3009874014","https://openalex.org/W3014946140","https://openalex.org/W3015272743","https://openalex.org/W3015921997","https://openalex.org/W3016823048","https://openalex.org/W3019613471","https://openalex.org/W3022112205","https://openalex.org/W3025127921","https://openalex.org/W3033201513","https://openalex.org/W3037319445","https://openalex.org/W3037851088","https://openalex.org/W3040266569","https://openalex.org/W3043388922","https://openalex.org/W3085397383","https://openalex.org/W3085741915","https://openalex.org/W3086618111","https://openalex.org/W3092012490","https://openalex.org/W3092156990","https://openalex.org/W3094345499","https://openalex.org/W3094457271","https://openalex.org/W3099862385","https://openalex.org/W3101056597","https://openalex.org/W3104616090","https://openalex.org/W3112348498","https://openalex.org/W3115401345","https://openalex.org/W3116419464","https://openalex.org/W3120145234","https://openalex.org/W3121342653","https://openalex.org/W3123720983","https://openalex.org/W3132039172","https://openalex.org/W3134825366","https://openalex.org/W3134859513","https://openalex.org/W3154578494","https://openalex.org/W3157113938","https://openalex.org/W3158411095","https://openalex.org/W3162316392","https://openalex.org/W3168573424","https://openalex.org/W3169798211","https://openalex.org/W3171442529","https://openalex.org/W3171908814","https://openalex.org/W3173943138","https://openalex.org/W3176023633","https://openalex.org/W3183145420","https://openalex.org/W3195397774","https://openalex.org/W3197143114","https://openalex.org/W3197671709","https://openalex.org/W3198815832","https://openalex.org/W3200627478","https://openalex.org/W3201000358","https://openalex.org/W3205505956","https://openalex.org/W3206006296","https://openalex.org/W3210368265","https://openalex.org/W3211489071","https://openalex.org/W3216126761","https://openalex.org/W4200162182","https://openalex.org/W4205549482","https://openalex.org/W4206628779","https://openalex.org/W4210860816","https://openalex.org/W4212972406","https://openalex.org/W4212996499","https://openalex.org/W4213357401","https://openalex.org/W4214728885","https://openalex.org/W4220737776","https://openalex.org/W4221110788","https://openalex.org/W4225672752","https://openalex.org/W4226263079","https://openalex.org/W4226463308","https://openalex.org/W4238542812","https://openalex.org/W4241536761","https://openalex.org/W4285213594","https://openalex.org/W4286489760","https://openalex.org/W4293875653","https://openalex.org/W4297792190","https://openalex.org/W4389921695","https://openalex.org/W6600503824","https://openalex.org/W6604268844","https://openalex.org/W6605730092","https://openalex.org/W6702088316","https://openalex.org/W6824051750","https://openalex.org/W6888452190"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":7}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}