{"id":"https://openalex.org/W4411688030","doi":"https://doi.org/10.1109/access.2025.3580729","title":"Toward Predictive Maintenance for Aerospace Hot Press Furnace and the Current Monitoring With Machine Learning","display_name":"Toward Predictive Maintenance for Aerospace Hot Press Furnace and the Current Monitoring With Machine Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411688030","doi":"https://doi.org/10.1109/access.2025.3580729"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3580729","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3580729","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3580729","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101672560","display_name":"Chandra Wijaya","orcid":"https://orcid.org/0009-0008-4138-9901"},"institutions":[{"id":"https://openalex.org/I137666373","display_name":"Parahyangan Catholic University","ror":"https://ror.org/01texbd31","country_code":"ID","type":"education","lineage":["https://openalex.org/I137666373"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Chandra Wijaya","raw_affiliation_strings":["Informatics Department, Center for Data Science and Artificial Intelligence System, Parahyangan Catholic University, Bandung, West Java, Indonesia","Informatics Department, Center For Data Science and Artificial Intelligence System, Parahyangan Catholic University, No. 94 Ciumbuleuit Street, Bandung City, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0009-0008-4138-9901","affiliations":[{"raw_affiliation_string":"Informatics Department, Center for Data Science and Artificial Intelligence System, Parahyangan Catholic University, Bandung, West Java, Indonesia","institution_ids":["https://openalex.org/I137666373"]},{"raw_affiliation_string":"Informatics Department, Center For Data Science and Artificial Intelligence System, Parahyangan Catholic University, No. 94 Ciumbuleuit Street, Bandung City, West Java, Indonesia","institution_ids":["https://openalex.org/I137666373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074590099","display_name":"J Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jing-Zhang Liu","raw_affiliation_strings":["Department of Computer Science, Tunghai University, Taichung City, Taiwan","Department of Computer Science, Tunghai University, No. 1727, Sec. 4, Taiwan Boulevard, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tunghai University, Taichung City, Taiwan","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"Department of Computer Science, Tunghai University, No. 1727, Sec. 4, Taiwan Boulevard, Taichung City, Taiwan","institution_ids":["https://openalex.org/I169090423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044191090","display_name":"I-Jan Wang","orcid":"https://orcid.org/0000-0002-5570-7164"},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"I-Jan Wang","raw_affiliation_strings":["Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung City, Taiwan","Department of Industrial Engineering and Enterprise Information, Tunghai University, No. 1727, Sec. 4, Taiwan Boulevard, Taichung City, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-5570-7164","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung City, Taiwan","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"Department of Industrial Engineering and Enterprise Information, Tunghai University, No. 1727, Sec. 4, Taiwan Boulevard, Taichung City, Taiwan","institution_ids":["https://openalex.org/I169090423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049434292","display_name":"Jen-Kai King","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086543","display_name":"Industrial Development Bureau","ror":"https://ror.org/001s1be73","country_code":"TW","type":"government","lineage":["https://openalex.org/I1327533815","https://openalex.org/I4210086543","https://openalex.org/I4405257903"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jen-Kai King","raw_affiliation_strings":["Innovation Research and Development Center, Aerospace Industrial Development Corporation, Xitun District, Taichung City, Taiwan","Innovation R&D Center, The Aerospace Industrial Development Corporation, No. 1-1, Hanxiang Rd, Xitun Dist, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Research and Development Center, Aerospace Industrial Development Corporation, Xitun District, Taichung City, Taiwan","institution_ids":["https://openalex.org/I4210086543"]},{"raw_affiliation_string":"Innovation R&D Center, The Aerospace Industrial Development Corporation, No. 1-1, Hanxiang Rd, Xitun Dist, Taichung City, Taiwan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031161487","display_name":"Chao\u2010Tung Yang","orcid":"https://orcid.org/0000-0002-9579-4426"},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chao-Tung Yang","raw_affiliation_strings":["Department of Computer Science, Tunghai University, Taichung City, Taiwan","Department of Computer Science, Tunghai University, No. 1727, Sec. 4, Taiwan Boulevard, Taichung City, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-9579-4426","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tunghai University, Taichung City, Taiwan","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"Department of Computer Science, Tunghai University, No. 1727, Sec. 4, Taiwan Boulevard, Taichung City, Taiwan","institution_ids":["https://openalex.org/I169090423"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101672560"],"corresponding_institution_ids":["https://openalex.org/I137666373"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.1091,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87600846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"110689","last_page":"110708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9290000200271606,"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":0.9290000200271606,"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/predictive-maintenance","display_name":"Predictive maintenance","score":0.6243076324462891},{"id":"https://openalex.org/keywords/aerospace","display_name":"Aerospace","score":0.5866276025772095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5429295301437378},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.5062145590782166},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.444571852684021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32028335332870483},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3159993588924408},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27448904514312744},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.18368712067604065},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12788346409797668}],"concepts":[{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.6243076324462891},{"id":"https://openalex.org/C167740415","wikidata":"https://www.wikidata.org/wiki/Q2876213","display_name":"Aerospace","level":2,"score":0.5866276025772095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5429295301437378},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.5062145590782166},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.444571852684021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32028335332870483},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3159993588924408},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27448904514312744},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.18368712067604065},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12788346409797668}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3580729","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3580729","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e0b3e1d264ed4cdfadd8d0edc158554b","is_oa":true,"landing_page_url":"https://doaj.org/article/e0b3e1d264ed4cdfadd8d0edc158554b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 110689-110708 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3580729","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3580729","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3980702013","display_name":null,"funder_award_id":"113-2221-E-029-028-MY3","funder_id":"https://openalex.org/F4320331164","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G7706392952","display_name":null,"funder_award_id":"113-2622-E-029-003","funder_id":"https://openalex.org/F4320331164","funder_display_name":"National Science and Technology Council"}],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1972411326","https://openalex.org/W1983638645","https://openalex.org/W1985082033","https://openalex.org/W2023144460","https://openalex.org/W2102732217","https://openalex.org/W2149772057","https://openalex.org/W2157483193","https://openalex.org/W2167101736","https://openalex.org/W2168593174","https://openalex.org/W2209508536","https://openalex.org/W2240797419","https://openalex.org/W2303049426","https://openalex.org/W2312241301","https://openalex.org/W2339667136","https://openalex.org/W2411741275","https://openalex.org/W2504658994","https://openalex.org/W2591055632","https://openalex.org/W2741802314","https://openalex.org/W2744067593","https://openalex.org/W2885195348","https://openalex.org/W2894988811","https://openalex.org/W2963608065","https://openalex.org/W2970413753","https://openalex.org/W3014085469","https://openalex.org/W3020545693","https://openalex.org/W3031758575","https://openalex.org/W3044734731","https://openalex.org/W3121766437","https://openalex.org/W3205172848","https://openalex.org/W3207642814","https://openalex.org/W4205244834","https://openalex.org/W4226069359","https://openalex.org/W4280611040","https://openalex.org/W4311463225","https://openalex.org/W4313479509","https://openalex.org/W4380372873","https://openalex.org/W4385460825","https://openalex.org/W4402346595","https://openalex.org/W6623502645","https://openalex.org/W6767707592","https://openalex.org/W6771989599","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2527510741","https://openalex.org/W2538175343","https://openalex.org/W4360585628","https://openalex.org/W2495537019","https://openalex.org/W57526933","https://openalex.org/W4252323845","https://openalex.org/W3195564279","https://openalex.org/W2337958200","https://openalex.org/W4361274616","https://openalex.org/W2340733335"],"abstract_inverted_index":{"In":[0],"this":[1,145],"research,":[2],"we":[3],"propose":[4],"a":[5,79,171],"Prognostics":[6],"and":[7,34,48,74,95,129,152,164,178],"Health":[8],"Management":[9],"(PHM)":[10],"system":[11,86],"that":[12],"integrates":[13],"an":[14],"energy":[15,50,127,162],"monitoring":[16],"framework":[17],"to":[18,32,99,138],"enhance":[19],"the":[20,44,59,63,66,84,141],"efficiency":[21],"of":[22,25,46,65,71,118,134,174,179],"maintenance":[23,97,157],"strategy":[24],"aerospace":[26,142,182],"autoclaves,":[27],"which":[28],"are":[29],"usually":[30],"subjected":[31],"expensive":[33],"complicated":[35],"inspection":[36],"processes.":[37],"It":[38,104,123],"provides":[39],"real-time":[40],"health":[41,53,81,119],"indicators,":[42],"predicts":[43],"condition":[45],"equipment,":[47],"performs":[49],"audits.":[51],"A":[52],"evaluation":[54],"logic":[55],"was":[56],"built":[57],"upon":[58],"current":[60,68],"balance":[61],"through":[62],"analysis":[64],"three-phase":[67],"fluctuation":[69],"amount":[70],"heater":[72],"units":[73],"circulation":[75],"fan":[76],"motors.":[77],"Using":[78],"main-sub":[80],"assessment":[82],"structure,":[83],"PHM":[85],"processes":[87],"data":[88],"from":[89],"individual":[90],"equipment":[91],"units,":[92],"identifies":[93],"anomalies,":[94],"notifies":[96],"personnel":[98],"carry":[100],"out":[101],"corrective":[102],"actions.":[103],"uses":[105],"complex":[106],"AI":[107],"techniques":[108],"such":[109],"as":[110,159,161],"RNN,":[111],"GRU,":[112],"LSTM,":[113],"etc.,":[114],"for":[115,120,126],"trend":[116],"prediction":[117],"proactive":[121],"maintenance.":[122],"also":[124],"accounts":[125],"consumption":[128,163],"carbon":[130,165],"emissions":[131],"per":[132],"batch":[133],"production,":[135],"thereby":[136],"contributing":[137],"sustainability":[139],"in":[140],"industry.":[143],"Ultimately,":[144],"implementation":[146],"makes":[147],"autoclaves":[148],"more":[149,153],"reliable,":[150],"longer-lasting,":[151],"efficient,":[154],"while":[155],"minimizing":[156],"costs,":[158],"well":[160],"emissions.":[166],"The":[167],"end-to-end":[168],"solution":[169],"offers":[170],"powerful":[172],"means":[173],"enhancing":[175],"autoclave":[176],"performance,":[177],"enabling":[180],"green":[181],"operations.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}