{"id":"https://openalex.org/W4409257335","doi":"https://doi.org/10.1109/tii.2025.3545091","title":"Neural Networks Micro Memory Control Strategy for Mechanical Faults Edge Recognition","display_name":"Neural Networks Micro Memory Control Strategy for Mechanical Faults Edge Recognition","publication_year":2025,"publication_date":"2025-04-08","ids":{"openalex":"https://openalex.org/W4409257335","doi":"https://doi.org/10.1109/tii.2025.3545091"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2025.3545091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3545091","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","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/A5081992447","display_name":"Hao Fu","orcid":"https://orcid.org/0000-0001-6787-6056"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Fu","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-6787-6056","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043924119","display_name":"Lei Deng","orcid":"https://orcid.org/0000-0002-2395-6334"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Deng","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2395-6334","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010206131","display_name":"Baoping Tang","orcid":"https://orcid.org/0000-0002-8286-8860"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoping Tang","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-8286-8860","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shuaiwen Cui","orcid":"https://orcid.org/0000-0003-4447-6687"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shuaiwen Cui","raw_affiliation_strings":["School of Civil and Environmental Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-4447-6687","affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002684705","display_name":"Yuguang Fu","orcid":"https://orcid.org/0000-0001-7125-0961"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuguang Fu","raw_affiliation_strings":["School of Civil and Environmental Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9042,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71801921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"21","issue":"7","first_page":"5069","last_page":"5080"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9110000133514404,"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":0.9110000133514404,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6750761270523071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.560773491859436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4616056978702545},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.46025407314300537},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4565936326980591},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36096978187561035}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6750761270523071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.560773491859436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4616056978702545},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.46025407314300537},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4565936326980591},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36096978187561035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2025.3545091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3545091","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2257598405","display_name":null,"funder_award_id":"52375082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2417546449","display_name":null,"funder_award_id":"RS121/21","funder_id":"https://openalex.org/F4320312071","funder_display_name":"Ministry of Education, Libya"},{"id":"https://openalex.org/G2491202800","display_name":null,"funder_award_id":"52275087","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2759520438","display_name":null,"funder_award_id":"AISG2-TC-2021-001","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G7099213697","display_name":null,"funder_award_id":"2023CDJXY-025","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320312071","display_name":"Ministry of Education, Libya","ror":"https://ror.org/02w030k33"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W3133751570","https://openalex.org/W3194362648","https://openalex.org/W3213560988","https://openalex.org/W4200089852","https://openalex.org/W4281800613","https://openalex.org/W4285279287","https://openalex.org/W4289821652","https://openalex.org/W4312929503","https://openalex.org/W4360584526","https://openalex.org/W4379796764","https://openalex.org/W4380078655","https://openalex.org/W4383212318","https://openalex.org/W4385128273","https://openalex.org/W4386607611","https://openalex.org/W4387415187","https://openalex.org/W4387831905","https://openalex.org/W4388550476","https://openalex.org/W4389611861","https://openalex.org/W4390966230","https://openalex.org/W4391069430","https://openalex.org/W4391468021","https://openalex.org/W4392826976","https://openalex.org/W4392909838","https://openalex.org/W4393125884","https://openalex.org/W4395470989"],"related_works":["https://openalex.org/W2391251536","https://openalex.org/W2362198218","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505","https://openalex.org/W1982750869","https://openalex.org/W2085756966","https://openalex.org/W2350679292","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0],"edge":[1,26,153],"recognition":[2],"of":[3,15,23,137,156,163,166],"mechanical":[4],"faults":[5],"using":[6,122],"deep":[7],"learning":[8],"models":[9],"requires":[10],"the":[11,33,46,58,64],"deployment":[12,91,134],"and":[13,53,61,70,75,92,125,135,151],"operation":[14,136],"neural":[16,36,65,138],"networks,":[17],"which":[18],"consume":[19],"a":[20,35,82,95,161],"large":[21],"amount":[22],"memory.":[24,30,168],"However,":[25],"devices":[27],"have":[28],"limited":[29],"To":[31],"address":[32],"problem,":[34],"network":[37,66],"micromemory":[38],"control":[39,85,120],"strategy":[40,44],"is":[41,86,98,112],"proposed.":[42],"This":[43,118],"addresses":[45],"memory":[47,84,116,119,133],"resource":[48],"constraints":[49],"through":[50,114],"process":[51,79,106,123],"quantization":[52,124],"byte":[54],"indexing":[55,97,127],"while":[56],"maintaining":[57],"model":[59],"structure":[60],"accuracy.":[62,144],"First,":[63],"parameters":[67],"with":[68,160],"Gaussian":[69],"uniform":[71],"distributions":[72],"are":[73],"tested":[74],"corrected":[76],"to":[77,88],"achieve":[78,89],"quantization.":[80,108],"Then,":[81],"parameter":[83,101],"implemented":[87],"low-memory":[90,105],"runtime.":[93],"Subsequently,":[94],"bytes":[96,126],"proposed":[99],"for":[100,131],"location":[102],"reading,":[103],"enabling":[104],"inversed":[107],"Finally,":[109],"temporary":[110],"variables":[111],"computed":[113],"micro":[115],"overlay.":[117],"method":[121],"not":[128],"only":[129],"allows":[130],"ultra-low":[132],"networks":[139],"but":[140],"also":[141],"improves":[142],"test":[143,149],"It":[145],"achieves":[146],"over":[147,157],"97%":[148],"accuracy":[150],"an":[152],"computation":[154],"speed":[155],"200":[158],"KB/s":[159],"maximum":[162],"3.89":[164],"KB":[165],"runtime":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
