{"id":"https://openalex.org/W4403083360","doi":"https://doi.org/10.1007/s00170-024-14477-9","title":"A DT framework integrating human and artificial intelligence for power consumption prediction in CNC machining","display_name":"A DT framework integrating human and artificial intelligence for power consumption prediction in CNC machining","publication_year":2024,"publication_date":"2024-10-03","ids":{"openalex":"https://openalex.org/W4403083360","doi":"https://doi.org/10.1007/s00170-024-14477-9"},"language":"en","primary_location":{"id":"doi:10.1007/s00170-024-14477-9","doi":"https://doi.org/10.1007/s00170-024-14477-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00170-024-14477-9","pdf_url":null,"source":{"id":"https://openalex.org/S77056576","display_name":"The International Journal of Advanced Manufacturing Technology","issn_l":"0268-3768","issn":["0268-3768","1433-3015"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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":"The International Journal of Advanced Manufacturing Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5038050944","display_name":"Ayush Pratap","orcid":"https://orcid.org/0000-0003-3852-7054","observed_orcids":["https://orcid.org/0000-0003-3852-7054"]},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]},{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["IN","TW"],"is_corresponding":true,"raw_author_name":"Ayush Pratap","raw_affiliation_strings":["Department of Metallurgical and Materials Engineering, Indian Institute of Technology, Ropar Rupnagar, India","Grad. Institute of Ambient Intelligence and Smart Systems, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Metallurgical and Materials Engineering, Indian Institute of Technology, Ropar Rupnagar, India","institution_ids":["https://openalex.org/I119241673"]},{"raw_affiliation_string":"Grad. Institute of Ambient Intelligence and Smart Systems, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063478517","display_name":"Trung-Kien Vi","orcid":"https://orcid.org/0009-0003-0868-9244","observed_orcids":["https://orcid.org/0009-0003-0868-9244"]},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]},{"id":"https://openalex.org/I4210134642","display_name":"Lac Hong University","ror":"https://ror.org/03nypmk85","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210134642"]}],"countries":["TW","VN"],"is_corresponding":false,"raw_author_name":"Trung-Kien Vi","raw_affiliation_strings":["Department of Mechanical Engineering, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C","Faculty of Electromechanics and Electronics, Lac Hong University, Bien Hoa, Dong Nai Province, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C","institution_ids":["https://openalex.org/I148099254"]},{"raw_affiliation_string":"Faculty of Electromechanics and Electronics, Lac Hong University, Bien Hoa, Dong Nai Province, Vietnam","institution_ids":["https://openalex.org/I4210134642"]}]},{"author_position":"middle","author":{"id":null,"display_name":"You Wei lee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"You Wei lee","raw_affiliation_strings":["Department of Mechanical Engineering, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073754122","display_name":"Neha Sardana","orcid":"https://orcid.org/0000-0002-1771-1728","observed_orcids":["https://orcid.org/0000-0002-1771-1728","https://orcid.org/0000-0001-7432-5607"]},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Neha Sardana","raw_affiliation_strings":["Department of Metallurgical and Materials Engineering, Indian Institute of Technology, Ropar Rupnagar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Metallurgical and Materials Engineering, Indian Institute of Technology, Ropar Rupnagar, India","institution_ids":["https://openalex.org/I119241673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050423310","display_name":"Pao\u2010Ann Hsiung","orcid":"https://orcid.org/0000-0002-3639-1467","observed_orcids":["https://orcid.org/0000-0002-3639-1467"]},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Pao-Ann Hsiung","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075058876","display_name":"Yung\u2010Chou Kao","orcid":"https://orcid.org/0000-0002-2394-2346","observed_orcids":["https://orcid.org/0000-0002-2394-2346"]},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yung-Chou Kao","raw_affiliation_strings":["Advanced Institute of Manufacturing with High-tech Innovations, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C","Department of Mechanical Engineering, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C"],"raw_orcid":"https://orcid.org/0000-0002-2394-2346","affiliations":[{"raw_affiliation_string":"Advanced Institute of Manufacturing with High-tech Innovations, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C","institution_ids":["https://openalex.org/I148099254"]},{"raw_affiliation_string":"Department of Mechanical Engineering, National Chung Cheng University Chiayi County, Chiayi, Taiwan R.O.C","institution_ids":["https://openalex.org/I148099254"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038050944","https://openalex.org/A5050423310","https://openalex.org/A5073754122","https://openalex.org/A5075058876"],"corresponding_institution_ids":["https://openalex.org/I119241673","https://openalex.org/I148099254"],"apc_list":{"value":3790,"currency":"USD","value_usd":3790},"apc_paid":null,"fwci":1.8967,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84104389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"135","issue":"1-2","first_page":"915","last_page":"938"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.8192999958992004,"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":0.8192999958992004,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.09019999951124191,"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/T13113","display_name":"Engineering Technology and Methodologies","score":0.06790000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-twin","display_name":"digital twin","score":0.9440000057220459},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.9190000295639038},{"id":"https://openalex.org/keywords/cnc-milling","display_name":"CNC milling","score":0.6859999895095825},{"id":"https://openalex.org/keywords/vertical-milling-machine","display_name":"vertical milling machine","score":0.9300000071525574},{"id":"https://openalex.org/keywords/iso-23247","display_name":"ISO 23247","score":0.8989999890327454},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.6639999747276306},{"id":"https://openalex.org/keywords/spindle-speed","display_name":"spindle speed","score":0.574999988079071},{"id":"https://openalex.org/keywords/depth-of-cut","display_name":"depth of cut","score":0.9959999918937683},{"id":"https://openalex.org/keywords/feed-rate","display_name":"feed rate","score":0.9990000128746033},{"id":"https://openalex.org/keywords/virtual-commissioning","display_name":"virtual commissioning","score":0.5839999914169312},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.6589999794960022},{"id":"https://openalex.org/keywords/human-ai-integration","display_name":"human-AI integration","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.8187896013259888},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.6768350005149841},{"id":"https://openalex.org/C2776865271","wikidata":"https://www.wikidata.org/wiki/Q18351432","display_name":"Industrial and production engineering","level":2,"score":0.5768418312072754},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.525903582572937},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5003261566162109},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4397929310798645},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4206825792789459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41059839725494385},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.36978816986083984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35277122259140015},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.2881835699081421},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00170-024-14477-9","doi":"https://doi.org/10.1007/s00170-024-14477-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00170-024-14477-9","pdf_url":null,"source":{"id":"https://openalex.org/S77056576","display_name":"The International Journal of Advanced Manufacturing Technology","issn_l":"0268-3768","issn":["0268-3768","1433-3015"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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":"The International Journal of Advanced Manufacturing Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2025850589","https://openalex.org/W2046074714","https://openalex.org/W2346505350","https://openalex.org/W2401076030","https://openalex.org/W2538346096","https://openalex.org/W2607234710","https://openalex.org/W2618851150","https://openalex.org/W2755214325","https://openalex.org/W2757110387","https://openalex.org/W2794202219","https://openalex.org/W2890904471","https://openalex.org/W2965867440","https://openalex.org/W2991356914","https://openalex.org/W3015896415","https://openalex.org/W3084206917","https://openalex.org/W3195402235","https://openalex.org/W4205849845","https://openalex.org/W4220878832","https://openalex.org/W4223418925","https://openalex.org/W4244078242","https://openalex.org/W4292121845","https://openalex.org/W4294653629","https://openalex.org/W4309763209","https://openalex.org/W4315865970","https://openalex.org/W4321437471","https://openalex.org/W4380049264","https://openalex.org/W4384472141","https://openalex.org/W4385324205","https://openalex.org/W4387124415","https://openalex.org/W4391065242","https://openalex.org/W4391782333","https://openalex.org/W4392196222","https://openalex.org/W4392593075","https://openalex.org/W4393033162","https://openalex.org/W4393040283","https://openalex.org/W4393238276","https://openalex.org/W4394911967","https://openalex.org/W4399284122","https://openalex.org/W4400317777","https://openalex.org/W7136804082"],"related_works":["https://openalex.org/W7165454456","https://openalex.org/W6962833368","https://openalex.org/W4414432862","https://openalex.org/W7102649640","https://openalex.org/W4415265043","https://openalex.org/W4388271570","https://openalex.org/W6943803027","https://openalex.org/W4377694700","https://openalex.org/W7202071422","https://openalex.org/W2955647067"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-10-03T00:00:00"}