{"id":"https://openalex.org/W4385201816","doi":"https://doi.org/10.3390/pr11072185","title":"The Evaluation Technology of Manufacturer Intelligence Regarding the Selection of the Decision Support System of Smart Manufacturing Technologies: Analysis of China\u2013South Africa Relations","display_name":"The Evaluation Technology of Manufacturer Intelligence Regarding the Selection of the Decision Support System of Smart Manufacturing Technologies: Analysis of China\u2013South Africa Relations","publication_year":2023,"publication_date":"2023-07-21","ids":{"openalex":"https://openalex.org/W4385201816","doi":"https://doi.org/10.3390/pr11072185"},"language":"en","primary_location":{"id":"doi:10.3390/pr11072185","doi":"https://doi.org/10.3390/pr11072185","is_oa":true,"landing_page_url":"https://doi.org/10.3390/pr11072185","pdf_url":"https://www.mdpi.com/2227-9717/11/7/2185/pdf?version=1689926147","source":{"id":"https://openalex.org/S4210201879","display_name":"Processes","issn_l":"2227-9717","issn":["2227-9717"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Processes","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9717/11/7/2185/pdf?version=1689926147","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081550891","display_name":"Fengque Pei","orcid":"https://orcid.org/0000-0002-9532-570X","observed_orcids":["https://orcid.org/0000-0002-9532-570X"]},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengque Pei","raw_affiliation_strings":["Changzhou Key Laboratory of Intelligent Manufacturing Technology and Equipment, Hohai University, Changzhou 213022, China","College of Mechanical and Electrical Engineering, Hohai University, Changzhou 213022, China"],"raw_orcid":"https://orcid.org/0000-0002-9532-570X","affiliations":[{"raw_affiliation_string":"Changzhou Key Laboratory of Intelligent Manufacturing Technology and Equipment, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051960809","display_name":"J. C. Zhang","orcid":"https://orcid.org/0000-0002-7787-2582","observed_orcids":["https://orcid.org/0000-0002-7787-2582"]},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaxuan Zhang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Hohai University, Changzhou 213022, China"],"raw_orcid":"https://orcid.org/0000-0002-7787-2582","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076248604","display_name":"Minghai Yuan","orcid":"https://orcid.org/0000-0003-0204-0260","observed_orcids":["https://orcid.org/0000-0003-0204-0260"]},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghai Yuan","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Hohai University, Changzhou 213022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635373","display_name":"Fei He","orcid":"https://orcid.org/0000-0002-8010-7638","observed_orcids":["https://orcid.org/0000-0002-8010-7638","https://orcid.org/0009-0006-8711-0449"]},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei He","raw_affiliation_strings":["School of Mechanical Engineering, Nanjing University of Science & Technology, Nanjing 210094, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Nanjing University of Science & Technology, Nanjing 210094, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035432973","display_name":"Bingwen Yan","orcid":"https://orcid.org/0000-0002-2630-5238","observed_orcids":["https://orcid.org/0000-0002-2630-5238"]},"institutions":[{"id":"https://openalex.org/I159253421","display_name":"Cape Peninsula University of Technology","ror":"https://ror.org/056e9h402","country_code":"ZA","type":"education","lineage":["https://openalex.org/I159253421"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Bingwen Yan","raw_affiliation_strings":["Department of Industrial and System Engineering, Cape Peninsula University of Technology, Cape Town 7535, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-2630-5238","affiliations":[{"raw_affiliation_string":"Department of Industrial and System Engineering, Cape Peninsula University of Technology, Cape Town 7535, South Africa","institution_ids":["https://openalex.org/I159253421"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051960809"],"corresponding_institution_ids":["https://openalex.org/I163340411"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2224},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2224},"fwci":0.2927,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51983189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"11","issue":"7","first_page":"2185","last_page":"2185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.5756999850273132,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.5756999850273132,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.09600000083446503,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.08370000123977661,"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/smart-manufacturing","display_name":"smart manufacturing","score":0.7459999918937683},{"id":"https://openalex.org/keywords/china-south-africa-relations","display_name":"China\u2013South Africa relations","score":0.9129999876022339},{"id":"https://openalex.org/keywords/evaluation-index-system","display_name":"evaluation index system","score":0.5889999866485596},{"id":"https://openalex.org/keywords/online-sequential-extreme-learning-machine","display_name":"online sequential extreme learning machine","score":0.9240000247955322},{"id":"https://openalex.org/keywords/boosting","display_name":"boosting","score":0.7129999995231628},{"id":"https://openalex.org/keywords/process-control","display_name":"process control","score":0.4970000088214874}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7285544872283936},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7069095373153687},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.49084264039993286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4847509562969208},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.43713563680648804},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.42090222239494324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3302912414073944},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3083018660545349},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2092764675617218},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20892822742462158},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12009403109550476},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/pr11072185","doi":"https://doi.org/10.3390/pr11072185","is_oa":true,"landing_page_url":"https://doi.org/10.3390/pr11072185","pdf_url":"https://www.mdpi.com/2227-9717/11/7/2185/pdf?version=1689926147","source":{"id":"https://openalex.org/S4210201879","display_name":"Processes","issn_l":"2227-9717","issn":["2227-9717"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Processes","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/pr11072185","doi":"https://doi.org/10.3390/pr11072185","is_oa":true,"landing_page_url":"https://doi.org/10.3390/pr11072185","pdf_url":"https://www.mdpi.com/2227-9717/11/7/2185/pdf?version=1689926147","source":{"id":"https://openalex.org/S4210201879","display_name":"Processes","issn_l":"2227-9717","issn":["2227-9717"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Processes","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3320416136","display_name":"\u57fa\u4e8e\u795e\u7ecf\u5185\u5206\u6ccc\u8c03\u63a7\u539f\u7406\u7684\u667a\u80fd\u5236\u9020\u7cfb\u7edf\u6709\u673a\u534f\u8c03\u673a\u5236\u7814\u7a76","funder_award_id":"51875171","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/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385201816.pdf","grobid_xml":"https://content.openalex.org/works/W4385201816.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2016658268","https://openalex.org/W2737747757","https://openalex.org/W2901738309","https://openalex.org/W2939398318","https://openalex.org/W2947530605","https://openalex.org/W2962845247","https://openalex.org/W2974543996","https://openalex.org/W2993976810","https://openalex.org/W2997980067","https://openalex.org/W3032407147","https://openalex.org/W3073383683","https://openalex.org/W3134365324","https://openalex.org/W3136242977","https://openalex.org/W3136583682","https://openalex.org/W3194802459","https://openalex.org/W3205211544","https://openalex.org/W4210263947","https://openalex.org/W4289515820","https://openalex.org/W4309501905","https://openalex.org/W4311157993","https://openalex.org/W4311261855","https://openalex.org/W4311479596","https://openalex.org/W4312053055","https://openalex.org/W4313287844","https://openalex.org/W4317254674","https://openalex.org/W4321381461","https://openalex.org/W6771670328"],"related_works":["https://openalex.org/W4360985359","https://openalex.org/W4255376360","https://openalex.org/W2076082907","https://openalex.org/W7066134677","https://openalex.org/W6959809326","https://openalex.org/W4390032153","https://openalex.org/W1545330871","https://openalex.org/W2896664550","https://openalex.org/W7037112671","https://openalex.org/W4223492799"],"abstract_inverted_index":{"With":[0],"the":[1,26,33,44,60,78,84,96,160,167,170,191,195,203,206,211,228,232],"development":[2],"of":[3,56,62,67,86,137,180,188,194,205],"international":[4],"cooperation,":[5],"South":[6],"Africa":[7,16,73],"(SA)":[8],"has":[9],"been":[10],"China\u2019s":[11],"largest":[12,192],"trading":[13],"partner":[14],"in":[15,47,90,199,217,231,243],"for":[17],"several":[18,142],"consecutive":[19],"years.":[20],"China":[21],"and":[22,29,37,108,172,182,220],"SA":[23],"can":[24],"build":[25],"digital":[27],"\u201cBelt":[28],"Road\u201d":[30],"to":[31,140,165],"modernize":[32],"manufacturing":[34,69],"system":[35,65,100],"locally":[36],"optimize":[38],"process":[39,173],"control":[40],"by":[41,210],"benchmarking":[42],"with":[43,101,121],"best-in-class":[45],"manufacturers":[46],"each":[48],"country.":[49],"In":[50],"this":[51,200,237,244],"research,":[52],"an":[53,155],"evaluation":[54,99,197],"technology":[55],"manufacturer":[57],"intelligence":[58],"regarding":[59],"selection":[61],"decision":[63],"support":[64],"(DSS)":[66],"smart":[68],"technologies,":[70],"analyzing":[71],"China\u2013South":[72],"relations,":[74],"is":[75,133,139,163,202],"described.":[76],"Firstly,":[77],"three":[79],"keys":[80],"aspects":[81],"that":[82],"enable":[83],"technologies":[85],"DSS":[87],"are":[88,111],"discussed":[89],"detail.":[91],"Then,":[92],"one":[93],"key":[94],"technology,":[95],"manufacturers\u2019":[97],"intelligent":[98],"15":[102],"indexes,":[103],"was":[104],"built.":[105],"The":[106,135],"indexes":[107],"their":[109],"measurements":[110],"also":[112],"proposed.":[113],"Finally,":[114,159],"a":[115,146,176,183],"fusion":[116],"method":[117,198,214],"based":[118,129],"on":[119,130,169],"boosting":[120],"multi-kernel":[122],"function":[123],"(online":[124],"sequential":[125],"extreme":[126],"learning":[127],"machine":[128],"boosting,":[131],"Boosting-OSELM)":[132],"introduced.":[134],"purpose":[136],"Boosting-OSKELM":[138],"combine":[141],"weak":[143],"learners":[144],"into":[145,215],"strong":[147],"learner":[148],"(lower":[149],"mean":[150],"square":[151],"error,":[152],"MSE)":[153],"through":[154],"acceptable":[156],"time":[157,185,222],"delay.":[158],"case":[161],"study":[162,201],"presented":[164],"demonstrate":[166],"improvement":[168,179],"MSE":[171,178],"time,":[174],"showing":[175],"relative":[177,184],"96.19%":[181],"delay":[186],"ratio":[187],"31.46%.":[189],"Totally,":[190],"contribution":[193],"proposed":[196],"conversion":[204],"history":[207],"data":[208],"saved":[209],"manual":[212],"scoring":[213],"knowledge":[216],"accessible":[218],"MES":[219],"resealable":[221],"delay,":[223],"which":[224],"will":[225,239],"free":[226],"up":[227],"expert":[229],"workforce":[230],"entire":[233],"process.":[234],"We":[235],"expect":[236],"paper":[238],"help":[240],"future":[241],"research":[242],"field.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-07-25T00:00:00"}
