{"id":"https://openalex.org/W2588941434","doi":"https://doi.org/10.1109/tii.2017.2670505","title":"A Manufacturing Big Data Solution for Active Preventive Maintenance","display_name":"A Manufacturing Big Data Solution for Active Preventive Maintenance","publication_year":2017,"publication_date":"2017-02-16","ids":{"openalex":"https://openalex.org/W2588941434","doi":"https://doi.org/10.1109/tii.2017.2670505","mag":"2588941434"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2017.2670505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2017.2670505","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/A5001398914","display_name":"Jiafu Wan","orcid":"https://orcid.org/0000-0001-9188-4179"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafu Wan","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Precision Equipment and Manufacturing Technology, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Precision Equipment and Manufacturing Technology, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037737513","display_name":"Shenglong Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenglong Tang","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446347","display_name":"Di Li","orcid":"https://orcid.org/0000-0001-5065-9565"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Li","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101493107","display_name":"Shiyong Wang","orcid":"https://orcid.org/0000-0002-0297-4525"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyong Wang","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108555426","display_name":"Chengliang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengliang Liu","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777102","display_name":"Haider Abbas","orcid":"https://orcid.org/0000-0002-2437-4870"},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]},{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK","SA","US"],"is_corresponding":false,"raw_author_name":"Haider Abbas","raw_affiliation_strings":["Center of Excellence in Information Assurance, King Saud University, Riyadh, Saudi Arabia","Florida Institute of Technology, Melbourne, FL, USA","National University of Sciences and Technology, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Excellence in Information Assurance, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Florida Institute of Technology, Melbourne, FL, USA","institution_ids":["https://openalex.org/I106959904"]},{"raw_affiliation_string":"National University of Sciences and Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074022699","display_name":"Athanasios V. Vasilakos","orcid":"https://orcid.org/0000-0003-1902-9877"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Athanasios V. Vasilakos","raw_affiliation_strings":["Lule\u00e5 University of Technology, Lule\u00e5, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lule\u00e5 University of Technology, Lule\u00e5, Sweden","institution_ids":["https://openalex.org/I190632392"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":58.1804,"has_fulltext":false,"cited_by_count":435,"citation_normalized_percentile":{"value":0.99919192,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"4","first_page":"2039","last_page":"2047"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9968000054359436,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9747999906539917,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9607999920845032,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/preventive-maintenance","display_name":"Preventive maintenance","score":0.7984049320220947},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7139298915863037},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6847645044326782},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.6006864309310913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5395234823226929},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.47027403116226196},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4477368891239166},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.43281078338623047},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.35084831714630127},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34536656737327576},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23018431663513184},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.2017045021057129},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11647072434425354}],"concepts":[{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.7984049320220947},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7139298915863037},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6847645044326782},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.6006864309310913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5395234823226929},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.47027403116226196},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4477368891239166},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.43281078338623047},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.35084831714630127},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34536656737327576},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23018431663513184},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2017045021057129},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11647072434425354},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2017.2670505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2017.2670505","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":[{"score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2512847789","display_name":null,"funder_award_id":"2013CB035403","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4833523948","display_name":null,"funder_award_id":"2015A030308002","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G6855627185","display_name":null,"funder_award_id":"51575194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8072163233","display_name":"\u57fa\u4e8e\u590d\u6742\u7cfb\u7edf\u89c6\u89d2\u7684\u670d\u52a1\u578b\u5236\u9020\u4fe1\u606f\u7cfb\u7edf\u9c81\u68d2\u8fd0\u4f5c\u673a\u7406\u4e0e\u5ea6\u91cf\u7814\u7a76","funder_award_id":"71571072","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8196107146","display_name":null,"funder_award_id":"2015ZZ079","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8359019241","display_name":"\u9762\u5411\u591a\u7c7b\u578bRFID\u6807\u8bc6\u5de5\u4ef6\u6df7\u6d41\u5236\u9020\u7684\u4e91\u8f85\u52a9\u81ea\u7ec4\u7ec7\u52a8\u6001\u91cd\u6784\u673a\u5236\u7814\u7a76","funder_award_id":"51605168","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1546006613","https://openalex.org/W1560042744","https://openalex.org/W1979473639","https://openalex.org/W1981616524","https://openalex.org/W2037977636","https://openalex.org/W2086470296","https://openalex.org/W2133593668","https://openalex.org/W2159128662","https://openalex.org/W2168949990","https://openalex.org/W2244051979","https://openalex.org/W2248229679","https://openalex.org/W2267561584","https://openalex.org/W2293066912","https://openalex.org/W2294437212","https://openalex.org/W2341893605","https://openalex.org/W2343801481","https://openalex.org/W2344424854","https://openalex.org/W2402516543","https://openalex.org/W2473928365","https://openalex.org/W2507578125","https://openalex.org/W2537932269"],"related_works":["https://openalex.org/W23403803","https://openalex.org/W2063020871","https://openalex.org/W3006925589","https://openalex.org/W1969617929","https://openalex.org/W3159422131","https://openalex.org/W4210572926","https://openalex.org/W4283512660","https://openalex.org/W3195330874","https://openalex.org/W2195885512","https://openalex.org/W2028508054"],"abstract_inverted_index":{"Industry":[0,153],"4.0":[1],"has":[2,23,146],"become":[3],"more":[4],"popular":[5],"due":[6],"to":[7,85,123,149],"recent":[8],"developments":[9],"in":[10,56,94],"cyber-physical":[11],"systems,":[12],"big":[13,49,82,138],"data,":[14],"cloud":[15,99],"computing,":[16],"and":[17,28,45,107,111,120],"industrial":[18],"wireless":[19],"networks.":[20],"Intelligent":[21],"manufacturing":[22,48,57,81,137],"produced":[24],"a":[25,38,47,117],"revolutionary":[26],"change,":[27],"evolving":[29],"applications,":[30],"such":[31],"as":[32],"product":[33],"lifecycle":[34],"management,":[35],"are":[36],"becoming":[37],"reality.":[39],"In":[40],"this":[41],"paper,":[42],"we":[43,60,73,90,115],"propose":[44],"implement":[46,121],"data":[50,83,87,92,139],"solution":[51],"for":[52,68,78,142],"active":[53,69,104,132,143],"preventive":[54,70,133,144],"maintenance":[55,105,134,145],"environments.":[58],"First,":[59],"provide":[61],"the":[62,75,86,95,98,102,108,125,130,147],"system":[63],"architecture":[64],"that":[65],"is":[66],"used":[67,77,127,141],"maintenance.":[71],"Then,":[72],"analyze":[74,116],"method":[76,128,140],"collection":[79],"of":[80,152],"according":[84],"characteristics.":[88],"Subsequently,":[89],"perform":[91],"processing":[93],"cloud,":[96],"including":[97],"layer":[100],"architecture,":[101],"real-time":[103],"mechanism,":[106],"offline":[109],"prediction":[110],"analysis":[112],"method.":[113,135],"Finally,":[114],"prototype":[118],"platform":[119],"experiments":[122],"compare":[124],"traditionally":[126],"with":[129],"proposed":[131],"The":[136],"potential":[148],"accelerate":[150],"implementation":[151],"4.0.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":40},{"year":2022,"cited_by_count":62},{"year":2021,"cited_by_count":65},{"year":2020,"cited_by_count":64},{"year":2019,"cited_by_count":66},{"year":2018,"cited_by_count":40},{"year":2017,"cited_by_count":26}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
