{"id":"https://openalex.org/W4385950163","doi":"https://doi.org/10.1080/00207543.2023.2245487","title":"A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop","display_name":"A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop","publication_year":2023,"publication_date":"2023-08-17","ids":{"openalex":"https://openalex.org/W4385950163","doi":"https://doi.org/10.1080/00207543.2023.2245487"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2023.2245487","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2245487","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5010912142","display_name":"Shengbo Wang","orcid":"https://orcid.org/0000-0002-6759-7839"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengbo Wang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-6759-7839","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044864128","display_name":"Yu Guo","orcid":"https://orcid.org/0000-0002-8591-4703"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Guo","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040989330","display_name":"Shaohua Huang","orcid":"https://orcid.org/0000-0003-4446-1733"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaohua Huang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China","Department of Industrial Engineering, Tsinghua University, Beijing, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Department of Industrial Engineering, Tsinghua University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029078317","display_name":"Daoyuan Liu","orcid":"https://orcid.org/0000-0002-8916-1817"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daoyuan Liu","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012380206","display_name":"Pengzhou Tang","orcid":"https://orcid.org/0000-0003-0765-2194"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengzhou Tang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021488921","display_name":"Litong Zhang","orcid":"https://orcid.org/0000-0001-5769-1859"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Litong Zhang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-5769-1859","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040989330","https://openalex.org/A5044864128"],"corresponding_institution_ids":["https://openalex.org/I9842412","https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":2.4704,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.89700099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"62","issue":"10","first_page":"3638","last_page":"3653"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9934999942779541,"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":0.9934999942779541,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9901000261306763,"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/T10164","display_name":"Quality and Supply Management","score":0.9876000285148621,"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/computer-science","display_name":"Computer science","score":0.6735841035842896},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.597161054611206},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.582499623298645},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5363202691078186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5280258059501648},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48471784591674805},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36105161905288696}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6735841035842896},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.597161054611206},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.582499623298645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5363202691078186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5280258059501648},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48471784591674805},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36105161905288696},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2023.2245487","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2245487","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:62:y:2024:i:10:p:3638-3653","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2023.2245487","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3182561591","display_name":null,"funder_award_id":"2022M721597","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5418734167","display_name":null,"funder_award_id":"52105522","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8381721392","display_name":null,"funder_award_id":"BK20202007","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1571655470","https://openalex.org/W1648669280","https://openalex.org/W2002381556","https://openalex.org/W2052056044","https://openalex.org/W2062986339","https://openalex.org/W2113476855","https://openalex.org/W2157742672","https://openalex.org/W2274597962","https://openalex.org/W2509639321","https://openalex.org/W2554824699","https://openalex.org/W2595952394","https://openalex.org/W2599225725","https://openalex.org/W2605476817","https://openalex.org/W2742339636","https://openalex.org/W2755579278","https://openalex.org/W2765543145","https://openalex.org/W2769870393","https://openalex.org/W2782812883","https://openalex.org/W2788276261","https://openalex.org/W2883216673","https://openalex.org/W2884351404","https://openalex.org/W2894058337","https://openalex.org/W2909391844","https://openalex.org/W2922379007","https://openalex.org/W2940336491","https://openalex.org/W2950380591","https://openalex.org/W2963465695","https://openalex.org/W2963674330","https://openalex.org/W2972874184","https://openalex.org/W2979747277","https://openalex.org/W2997277309","https://openalex.org/W3011667710","https://openalex.org/W3015501472","https://openalex.org/W3015565794","https://openalex.org/W3031108882","https://openalex.org/W3092713078","https://openalex.org/W3093761594","https://openalex.org/W3096433626","https://openalex.org/W3109585892","https://openalex.org/W3115962025","https://openalex.org/W3119761907","https://openalex.org/W3128683992","https://openalex.org/W3188047064","https://openalex.org/W4214547655","https://openalex.org/W4236606165"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2318112981","https://openalex.org/W4312417841","https://openalex.org/W4225147082","https://openalex.org/W2778653980"],"abstract_inverted_index":{"The":[0],"enterprises":[1],"of":[2,31,54,61,67,74,99,103,130,158],"the":[3,19,23,28,41,51,62,68,75,90,97,104,108,127,131,137,153,159,165,170],"make-to-order":[4],"production":[5,42],"mode":[6],"are":[7,94,118],"required":[8],"to":[9,26,49,85,120,176],"make":[10,121],"accurate":[11,58],"judgments":[12],"and":[13,44,70,113,139,142,155,169,190],"reasonable":[14],"decisions":[15],"when":[16],"dealing":[17],"with":[18],"disturbance":[20],"factors":[21],"in":[22,144],"manufacturing":[24,76,105,160],"process":[25,43,161],"ensure":[27,50],"timely":[29],"completion":[30,35],"orders.":[32,55],"Order":[33],"remaining":[34],"time":[36],"(ORCT)":[37],"prediction":[38,59,81,128,166,172],"can":[39,162],"quantify":[40],"is":[45,64,83,133,174],"an":[46,57],"important":[47],"basis":[48,98],"delivery":[52],"date":[53],"However,":[56],"model":[60,129,173],"ORCT":[63,132],"challenging":[65],"because":[66],"spatial":[69,109,138,154],"temporal":[71,114,140,156],"(ST)":[72],"characteristics":[73,102,157],"process.":[77,106],"An":[78],"ST":[79,91,101],"features-based":[80],"method":[82],"proposed":[84,134,171],"solve":[86],"this":[87],"problem.":[88],"Firstly,":[89],"data":[92],"sets":[93],"established":[95],"on":[96],"analysing":[100],"Secondly,":[107],"feature":[110,115],"extraction":[111,116],"network":[112,117],"built":[119],"a":[122,145],"more":[123],"comprehensive":[124],"analysis.":[125],"Finally,":[126],"by":[135],"fusing":[136],"features":[141],"validated":[143],"practical":[146],"workshop.":[147],"Experimental":[148],"results":[149],"show":[150],"that":[151],"considering":[152],"significantly":[163],"improve":[164],"model\u2019s":[167],"performance,":[168],"superior":[175],"graph":[177],"convolutional":[178],"neural":[179,188,193],"network,":[180,184,189],"gated":[181],"recurrent":[182],"unit":[183],"deep":[185,187],"auto-encoder,":[186],"back":[191],"propagation":[192],"network.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}