{"id":"https://openalex.org/W3186369826","doi":"https://doi.org/10.1007/s00521-021-06314-x","title":"Planetary gear train microcrack detection using vibration data and convolutional neural networks","display_name":"Planetary gear train microcrack detection using vibration data and convolutional neural networks","publication_year":2021,"publication_date":"2021-07-20","ids":{"openalex":"https://openalex.org/W3186369826","doi":"https://doi.org/10.1007/s00521-021-06314-x","mag":"3186369826"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06314-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06314-x","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5001366256","display_name":"Suveen Emmanuel","orcid":null},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suveen Emmanuel","raw_affiliation_strings":["Mechanical Engineering Department, Wichita State University, Wichita, KS, 67260, USA"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, Wichita State University, Wichita, KS, 67260, USA","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072769387","display_name":"Yimesker Yihun","orcid":"https://orcid.org/0000-0002-2869-170X"},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yimesker Yihun","raw_affiliation_strings":["Mechanical Engineering Department, Wichita State University, Wichita, KS, 67260, USA"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, Wichita State University, Wichita, KS, 67260, USA","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086261522","display_name":"Zahra Nili Ahmadabadi","orcid":"https://orcid.org/0000-0003-3226-4425"},"institutions":[{"id":"https://openalex.org/I160856358","display_name":"University of San Diego","ror":"https://ror.org/03jbbze48","country_code":"US","type":"education","lineage":["https://openalex.org/I160856358"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zahra Nili Ahmedabadi","raw_affiliation_strings":["Mechanical Engineering Department, San Diego University, San Diego, CA, 92182, USA"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, San Diego University, San Diego, CA, 92182, USA","institution_ids":["https://openalex.org/I160856358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047382418","display_name":"Enkhsaikhan Boldsaikhan","orcid":"https://orcid.org/0000-0003-2721-2620"},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Enkhsaikhan Boldsaikhan","raw_affiliation_strings":["Industrial Systems & Manufacturing Engineering Department, Wichita State University, Wichita, KS, 67260, USA"],"affiliations":[{"raw_affiliation_string":"Industrial Systems & Manufacturing Engineering Department, Wichita State University, Wichita, KS, 67260, USA","institution_ids":["https://openalex.org/I39587148"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047382418"],"corresponding_institution_ids":["https://openalex.org/I39587148"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.9107,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.8435059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"33","issue":"24","first_page":"17223","last_page":"17243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.9994000196456909,"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/T13213","display_name":"Mechanical Failure Analysis and Simulation","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/gear-train","display_name":"Gear train","score":0.7453265190124512},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6607134342193604},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6390647292137146},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6187613010406494},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5703191757202148},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.47751253843307495},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4478675425052643},{"id":"https://openalex.org/keywords/pinion","display_name":"Pinion","score":0.4473789632320404},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44280144572257996},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.43362683057785034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.403159499168396},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.29438847303390503},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.23045939207077026},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.211622953414917},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20758205652236938},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2010917067527771},{"id":"https://openalex.org/keywords/backlash","display_name":"Backlash","score":0.125970721244812},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.12226167321205139},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11170214414596558}],"concepts":[{"id":"https://openalex.org/C22486285","wikidata":"https://www.wikidata.org/wiki/Q2644088","display_name":"Gear train","level":3,"score":0.7453265190124512},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6607134342193604},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6390647292137146},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6187613010406494},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5703191757202148},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.47751253843307495},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4478675425052643},{"id":"https://openalex.org/C199016361","wikidata":"https://www.wikidata.org/wiki/Q4166034","display_name":"Pinion","level":3,"score":0.4473789632320404},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44280144572257996},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.43362683057785034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.403159499168396},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.29438847303390503},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.23045939207077026},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.211622953414917},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20758205652236938},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2010917067527771},{"id":"https://openalex.org/C2776652708","wikidata":"https://www.wikidata.org/wiki/Q584028","display_name":"Backlash","level":2,"score":0.125970721244812},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.12226167321205139},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11170214414596558},{"id":"https://openalex.org/C2776843527","wikidata":"https://www.wikidata.org/wiki/Q1351382","display_name":"Rack","level":2,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-021-06314-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06314-x","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1552354583","https://openalex.org/W1578829123","https://openalex.org/W1987741974","https://openalex.org/W1993646015","https://openalex.org/W2006011947","https://openalex.org/W2047212916","https://openalex.org/W2062187177","https://openalex.org/W2064210293","https://openalex.org/W2072868558","https://openalex.org/W2098928261","https://openalex.org/W2105459700","https://openalex.org/W2214735193","https://openalex.org/W2231902212","https://openalex.org/W2275734591","https://openalex.org/W2322283113","https://openalex.org/W2487610134","https://openalex.org/W2556345765","https://openalex.org/W2589171657","https://openalex.org/W2624941640","https://openalex.org/W2730385780","https://openalex.org/W2734981343","https://openalex.org/W2735326783","https://openalex.org/W2744376841","https://openalex.org/W2765118577","https://openalex.org/W2765317657","https://openalex.org/W2790195878","https://openalex.org/W2792618018","https://openalex.org/W2793189460","https://openalex.org/W2804964124","https://openalex.org/W2807561979","https://openalex.org/W2808496542","https://openalex.org/W2823520116","https://openalex.org/W2827159893","https://openalex.org/W2885507865","https://openalex.org/W2891044424","https://openalex.org/W2904906816","https://openalex.org/W2907007702","https://openalex.org/W2911725274","https://openalex.org/W2917014261","https://openalex.org/W2921670403","https://openalex.org/W2931967005","https://openalex.org/W2937709397","https://openalex.org/W2944883786","https://openalex.org/W2945330643","https://openalex.org/W2947850552","https://openalex.org/W2949369512","https://openalex.org/W2957958190","https://openalex.org/W2970755399","https://openalex.org/W2973084186","https://openalex.org/W2989988069","https://openalex.org/W2997371428","https://openalex.org/W3000076038","https://openalex.org/W3004059350","https://openalex.org/W3011187591","https://openalex.org/W3015362700","https://openalex.org/W3035035250","https://openalex.org/W3046911311","https://openalex.org/W3048947803","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2274113686","https://openalex.org/W3122732977","https://openalex.org/W2891798004","https://openalex.org/W1970822665","https://openalex.org/W3178953831","https://openalex.org/W2147057422","https://openalex.org/W2039115588","https://openalex.org/W4249648122","https://openalex.org/W2402417545","https://openalex.org/W2806029738"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
