{"id":"https://openalex.org/W4210830111","doi":"https://doi.org/10.1142/s1793962322500453","title":"Spare parts demand forecasting method of modern enterprises based on digital twin model","display_name":"Spare parts demand forecasting method of modern enterprises based on digital twin model","publication_year":2022,"publication_date":"2022-02-08","ids":{"openalex":"https://openalex.org/W4210830111","doi":"https://doi.org/10.1142/s1793962322500453"},"language":"en","primary_location":{"id":"doi:10.1142/s1793962322500453","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962322500453","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","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/A5052367795","display_name":"Shuai Wang","orcid":"https://orcid.org/0000-0001-6848-0686"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuai Wang","raw_affiliation_strings":["Department of Equipment Command and Management, Shijiazhuang Campus, Army Engineering University of PLA, No. 97 Heping West Road, Xinhua District, Shijiazhuang, Hebei 050000, P. R. China"],"affiliations":[{"raw_affiliation_string":"Department of Equipment Command and Management, Shijiazhuang Campus, Army Engineering University of PLA, No. 97 Heping West Road, Xinhua District, Shijiazhuang, Hebei 050000, P. R. China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101859955","display_name":"Yabin Wang","orcid":"https://orcid.org/0000-0003-2931-572X"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yabin Wang","raw_affiliation_strings":["Department of Equipment Command and Management, Shijiazhuang Campus, Army Engineering University of PLA, No. 97 Heping West Road, Xinhua District, Shijiazhuang, Hebei 050000, P. R. China"],"affiliations":[{"raw_affiliation_string":"Department of Equipment Command and Management, Shijiazhuang Campus, Army Engineering University of PLA, No. 97 Heping West Road, Xinhua District, Shijiazhuang, Hebei 050000, P. R. China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001954473","display_name":"Jinguo Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinguo Wang","raw_affiliation_strings":["Department of Equipment Command and Management, Shijiazhuang Campus, Army Engineering University of PLA, No. 97 Heping West Road, Xinhua District, Shijiazhuang, Hebei 050000, P. R. China"],"affiliations":[{"raw_affiliation_string":"Department of Equipment Command and Management, Shijiazhuang Campus, Army Engineering University of PLA, No. 97 Heping West Road, Xinhua District, Shijiazhuang, Hebei 050000, P. R. China","institution_ids":["https://openalex.org/I4210163363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052367795"],"corresponding_institution_ids":["https://openalex.org/I4210163363"],"apc_list":null,"apc_paid":null,"fwci":0.982,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7645834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"06","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9670000076293945,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9670000076293945,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9144999980926514,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spare-part","display_name":"Spare part","score":0.9843845367431641},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.7251929044723511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5526658296585083},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5127032995223999},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5111544728279114},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.39816805720329285},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.2864416837692261},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.277718186378479},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2412932813167572}],"concepts":[{"id":"https://openalex.org/C194648553","wikidata":"https://www.wikidata.org/wiki/Q1364774","display_name":"Spare part","level":2,"score":0.9843845367431641},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.7251929044723511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5526658296585083},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5127032995223999},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5111544728279114},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.39816805720329285},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.2864416837692261},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.277718186378479},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2412932813167572},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793962322500453","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962322500453","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1975963690","display_name":null,"funder_award_id":"71871219","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W427224453","https://openalex.org/W2000902223","https://openalex.org/W2010074812","https://openalex.org/W2218043766","https://openalex.org/W2461102131","https://openalex.org/W3001553400","https://openalex.org/W3192828121"],"related_works":["https://openalex.org/W2376859990","https://openalex.org/W2912704652","https://openalex.org/W2381161177","https://openalex.org/W2319226115","https://openalex.org/W830772239","https://openalex.org/W2592084884","https://openalex.org/W2371422412","https://openalex.org/W2017624138","https://openalex.org/W2065295848","https://openalex.org/W1988437806"],"abstract_inverted_index":{"Accurate":[0],"forecast":[1,80],"of":[2,7,33,37,45,60,104,114,130,147,154,164,168,205,211,233],"spare":[3,46,84,101,115,148,165,193,206,212,219],"parts":[4,47,85,102,116,149,166,194,213,220],"demand":[5,48,82,103,117,144,167,195,201,214,221],"is":[6,50,157,175,181,215,224],"great":[8],"significance":[9],"for":[10,83],"modern":[11,70,90,105,135],"enterprises":[12,91],"to":[13,28,56,79,92,171,183,189],"provide":[14],"accurate":[15,95],"support":[16],"and":[17,39,65,88,159,173,202,217,231],"improve":[18],"market":[19,67],"competitiveness.":[20],"In":[21,137],"most":[22],"studies,":[23],"mathematical":[24],"laws":[25],"are":[26,237],"used":[27,78,182],"forecast,":[29],"without":[30],"enough":[31],"consideration":[32],"the":[34,40,43,57,81,99,107,111,120,126,138,142,160,186,191,199,208,218,229,234],"actual":[35],"operation":[36,172],"equipment":[38,62,131],"fact":[41],"that":[42],"accuracy":[44,232],"forecasting":[49,112,145,209,222,235],"not":[51],"high,":[52],"which":[53],"cannot":[54],"adapt":[55],"new":[58],"characteristics":[59],"complex":[61],"use":[63],"environment":[64,174],"fierce":[66],"competition":[68],"in":[69,134],"enterprises.":[71,136],"The":[72,177],"digital":[73,121,127,139,178],"twin":[74,122,128,140,179],"model":[75,123,129,146,180,223,236],"can":[76],"be":[77],"more":[86],"accurately":[87],"guide":[89],"carry":[93],"out":[94],"support.":[96],"By":[97],"analyzing":[98],"current":[100],"enterprises,":[106],"paper":[108],"puts":[109],"forward":[110],"ideas":[113],"based":[118,150],"on":[119,151,198],"by":[124],"using":[125],"maintenance":[132],"management":[133],"model,":[141],"theoretical":[143,200],"life":[152],"distribution":[153],"replaceable":[155,169],"units":[156,170],"introduced,":[158],"sensitivity":[161,187,203],"coefficient":[162,188,204],"system":[163],"constructed.":[176],"feedback":[184],"train":[185],"obtain":[190],"reliable":[192],"rules.":[196],"Based":[197],"parts,":[207],"method":[210],"given,":[216],"established.":[225],"Through":[226],"case":[227],"analysis,":[228],"feasibility":[230],"verified.":[238]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}