{"id":"https://openalex.org/W4415318459","doi":"https://doi.org/10.1007/978-3-032-32476-4_9","title":"Hybrid CNN-BYOL Approach for Fault Detection in Induction Motors Using Thermal Images","display_name":"Hybrid CNN-BYOL Approach for Fault Detection in Induction Motors Using Thermal Images","publication_year":2026,"publication_date":"2026-07-30","ids":{"openalex":"https://openalex.org/W4415318459","doi":"https://doi.org/10.1007/978-3-032-32476-4_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-32476-4_9","doi":"https://doi.org/10.1007/978-3-032-32476-4_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-32476-4_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4402602595","display_name":"Deep Learning and Visual Artificial Intelligence"},"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2510.07692","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107820493","display_name":"Tangin Amir Smrity","orcid":"https://orcid.org/0009-0005-0216-7634","observed_orcids":["https://orcid.org/0009-0005-0216-7634"]},"institutions":[{"id":"https://openalex.org/I4403386503","display_name":"Bangladesh Army University of Science and Technology","ror":"https://ror.org/00xqgpg43","country_code":"BD","type":"education","lineage":["https://openalex.org/I4403386503"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tangin Amir Smrity","raw_affiliation_strings":["Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology (BAUST), Saidpur, Nilphamari, 5311, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology (BAUST), Saidpur, Nilphamari, 5311, Bangladesh","institution_ids":["https://openalex.org/I4403386503"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107820492","display_name":"Md. Zahin Muntaqim","orcid":"https://orcid.org/0009-0002-3476-9419","observed_orcids":["https://orcid.org/0009-0002-3476-9419"]},"institutions":[{"id":"https://openalex.org/I4403386503","display_name":"Bangladesh Army University of Science and Technology","ror":"https://ror.org/00xqgpg43","country_code":"BD","type":"education","lineage":["https://openalex.org/I4403386503"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"M. D. Zahin Muntaqim","raw_affiliation_strings":["Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology (BAUST), Saidpur, Nilphamari, 5311, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology (BAUST), Saidpur, Nilphamari, 5311, Bangladesh","institution_ids":["https://openalex.org/I4403386503"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064597250","display_name":"Hasan Muhammad Kafi","orcid":"https://orcid.org/0000-0002-1242-7277","observed_orcids":["https://orcid.org/0000-0002-1242-7277"]},"institutions":[{"id":"https://openalex.org/I4403386503","display_name":"Bangladesh Army University of Science and Technology","ror":"https://ror.org/00xqgpg43","country_code":"BD","type":"education","lineage":["https://openalex.org/I4403386503"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Hasan Muhammad Kafi","raw_affiliation_strings":["Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology (BAUST), Saidpur, Nilphamari, 5311, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology (BAUST), Saidpur, Nilphamari, 5311, Bangladesh","institution_ids":["https://openalex.org/I4403386503"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017981507","display_name":"Abu Saleh Musa Miah","orcid":"https://orcid.org/0000-0002-1238-0464","observed_orcids":["https://orcid.org/0000-0002-1238-0464"]},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Abu Saleh Musa Miah","raw_affiliation_strings":["School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Najmul Hassan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Najmul Hassan","raw_affiliation_strings":["School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016079573","display_name":"Yuichi Okuyama","orcid":"https://orcid.org/0000-0001-8932-6477","observed_orcids":["https://orcid.org/0000-0001-8932-6477"]},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuichi Okuyama","raw_affiliation_strings":["School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030658732","display_name":"Nobuyoshi Asai","orcid":"https://orcid.org/0000-0002-8832-0521","observed_orcids":["https://orcid.org/0000-0002-8832-0521"]},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nobuyoshi Asai","raw_affiliation_strings":["School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044048985","display_name":"Taro Suzuki","orcid":"https://orcid.org/0000-0001-9722-9415","observed_orcids":["https://orcid.org/0000-0001-9722-9415"]},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Taro Suzuki","raw_affiliation_strings":["School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005221038","display_name":"Jungpil Shin","orcid":"https://orcid.org/0000-0002-7476-2468","observed_orcids":["https://orcid.org/0000-0002-7476-2468"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jungpil Shin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005221038"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00229218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.986299991607666,"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":0.986299991607666,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/induction-motor-fault-detection","display_name":"induction motor fault detection","score":0.9279999732971191},{"id":"https://openalex.org/keywords/thermal-images","display_name":"thermal images","score":0.8389999866485596},{"id":"https://openalex.org/keywords/byol","display_name":"BYOL","score":0.9229999780654907},{"id":"https://openalex.org/keywords/contrastive-learning","display_name":"contrastive learning","score":0.8600000143051147},{"id":"https://openalex.org/keywords/lightweight-convolutional-neural-network","display_name":"lightweight convolutional neural network","score":0.7200000286102295},{"id":"https://openalex.org/keywords/motor-overload","display_name":"motor overload","score":0.6949999928474426},{"id":"https://openalex.org/keywords/online-condition-monitoring","display_name":"online condition monitoring","score":0.5979999899864197},{"id":"https://openalex.org/keywords/thermal-image-classification","display_name":"thermal image classification","score":0.640999972820282}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.7401999831199646},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.6883000135421753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5534999966621399},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4862000048160553},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.46389999985694885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4586000144481659},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4584999978542328},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.37540000677108765},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3666999936103821},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.35989999771118164},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.3422999978065491},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3384000062942505},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3158999979496002},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30169999599456787},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C2777851325","wikidata":"https://www.wikidata.org/wiki/Q7094102","display_name":"Online model","level":2,"score":0.2815000116825104},{"id":"https://openalex.org/C2776266606","wikidata":"https://www.wikidata.org/wiki/Q476482","display_name":"Test bench","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-032-32476-4_9","doi":"https://doi.org/10.1007/978-3-032-32476-4_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-32476-4_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2510.07692","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2510.07692","pdf_url":"https://arxiv.org/pdf/2510.07692","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2510.07692","doi":"https://doi.org/10.48550/arxiv.2510.07692","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2510.07692","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2510.07692","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2510.07692","pdf_url":"https://arxiv.org/pdf/2510.07692","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.571399986743927,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"},{"score":0.428600013256073,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415318459.pdf","grobid_xml":"https://content.openalex.org/works/W4415318459.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W3035060554","https://openalex.org/W4223913677","https://openalex.org/W4289130154","https://openalex.org/W4321488270","https://openalex.org/W4392251920","https://openalex.org/W4392397356","https://openalex.org/W4403210624","https://openalex.org/W4407636400","https://openalex.org/W7082988321"],"related_works":["https://openalex.org/W4417403173","https://openalex.org/W7124908111","https://openalex.org/W4400914123","https://openalex.org/W4285815666","https://openalex.org/W4390541135","https://openalex.org/W7163993605","https://openalex.org/W4288057531","https://openalex.org/W7087558558","https://openalex.org/W4413018216","https://openalex.org/W7140205411"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2025-10-18T00:00:00"}