{"id":"https://openalex.org/W4206205996","doi":"https://doi.org/10.1109/tase.2021.3137025","title":"Order Assignment and Scheduling for Personal Protective Equipment Production During the Outbreak of Epidemics","display_name":"Order Assignment and Scheduling for Personal Protective Equipment Production During the Outbreak of Epidemics","publication_year":2021,"publication_date":"2021-12-31","ids":{"openalex":"https://openalex.org/W4206205996","doi":"https://doi.org/10.1109/tase.2021.3137025"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2021.3137025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3137025","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","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/A5069492048","display_name":"Yantong Li","orcid":"https://orcid.org/0000-0002-9703-3882"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]},{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yantong Li","raw_affiliation_strings":["Glorious Sun School of Business and Management, Donghua University, Shanghai, China","School of Maritime Economics and Management, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-9703-3882","affiliations":[{"raw_affiliation_string":"Glorious Sun School of Business and Management, Donghua University, Shanghai, China","institution_ids":["https://openalex.org/I181326427"]},{"raw_affiliation_string":"School of Maritime Economics and Management, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101986014","display_name":"Ying Li","orcid":"https://orcid.org/0000-0002-3060-9058"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]},{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Li","raw_affiliation_strings":["Glorious Sun School of Business and Management, Donghua University, Shanghai, China","School of Maritime Economics and Management, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-3060-9058","affiliations":[{"raw_affiliation_string":"Glorious Sun School of Business and Management, Donghua University, Shanghai, China","institution_ids":["https://openalex.org/I181326427"]},{"raw_affiliation_string":"School of Maritime Economics and Management, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113795274","display_name":"Junheng Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junheng Cheng","raw_affiliation_strings":["School of Economics, Fujian Normal University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046523454","display_name":"Peng Wu","orcid":"https://orcid.org/0000-0001-6259-4703"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wu","raw_affiliation_strings":["School of Economics and Management, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6259-4703","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4131,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.80555888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"19","issue":"2","first_page":"692","last_page":"708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11053","display_name":"Process Optimization and Integration","score":0.9943000078201294,"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/T11053","display_name":"Process Optimization and Integration","score":0.9943000078201294,"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"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9936000108718872,"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"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9929999709129333,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6062769889831543},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.558008074760437},{"id":"https://openalex.org/keywords/benders-decomposition","display_name":"Benders' decomposition","score":0.5452431440353394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4817659854888916},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4623580574989319},{"id":"https://openalex.org/keywords/constraint-programming","display_name":"Constraint programming","score":0.4544655382633209},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4514341950416565},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.4398234784603119},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.420188307762146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2927103638648987},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2314823865890503},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.15831750631332397},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.09253910183906555}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6062769889831543},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.558008074760437},{"id":"https://openalex.org/C27665512","wikidata":"https://www.wikidata.org/wiki/Q3042795","display_name":"Benders' decomposition","level":2,"score":0.5452431440353394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4817659854888916},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4623580574989319},{"id":"https://openalex.org/C173404611","wikidata":"https://www.wikidata.org/wiki/Q528588","display_name":"Constraint programming","level":3,"score":0.4544655382633209},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4514341950416565},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.4398234784603119},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.420188307762146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2927103638648987},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2314823865890503},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.15831750631332397},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.09253910183906555},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2021.3137025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3137025","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G5720023618","display_name":null,"funder_award_id":"2020J05040","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G7320647807","display_name":null,"funder_award_id":"71901069","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/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1508945008","https://openalex.org/W1955908099","https://openalex.org/W1967576324","https://openalex.org/W1969819746","https://openalex.org/W1970161313","https://openalex.org/W1980201624","https://openalex.org/W1981064269","https://openalex.org/W1985483071","https://openalex.org/W1999594115","https://openalex.org/W2026662237","https://openalex.org/W2044173975","https://openalex.org/W2052841853","https://openalex.org/W2073601282","https://openalex.org/W2076974247","https://openalex.org/W2084012505","https://openalex.org/W2118044993","https://openalex.org/W2124947072","https://openalex.org/W2126105956","https://openalex.org/W2148289277","https://openalex.org/W2155791680","https://openalex.org/W2156679542","https://openalex.org/W2169427658","https://openalex.org/W2399161556","https://openalex.org/W2473686912","https://openalex.org/W2475111791","https://openalex.org/W2526903408","https://openalex.org/W2547078891","https://openalex.org/W2560324934","https://openalex.org/W2573421918","https://openalex.org/W2735217689","https://openalex.org/W2755052565","https://openalex.org/W2791906504","https://openalex.org/W2808786377","https://openalex.org/W2884414339","https://openalex.org/W2887518254","https://openalex.org/W2899572837","https://openalex.org/W2942919360","https://openalex.org/W2972093761","https://openalex.org/W3034462283","https://openalex.org/W3044274068","https://openalex.org/W3049661958","https://openalex.org/W3084452272","https://openalex.org/W3087178359","https://openalex.org/W3093212681","https://openalex.org/W3094901347","https://openalex.org/W3103906052","https://openalex.org/W3178264531","https://openalex.org/W3201769312"],"related_works":["https://openalex.org/W2504004674","https://openalex.org/W2963177394","https://openalex.org/W2498744856","https://openalex.org/W4390482104","https://openalex.org/W322408318","https://openalex.org/W149041114","https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W1965815883","https://openalex.org/W763418848"],"abstract_inverted_index":{"This":[0,222],"paper":[1],"investigates":[2],"a":[3,47,84,100,162,226],"new":[4],"multi-objective":[5],"order":[6,92,204,233,294],"assignment":[7,205,234,295],"and":[8,17,35,78,94,105,129,148,155,171,193,198,202,206,235,247,251,261,285,296],"scheduling":[9,207,236,297],"problem":[10],"for":[11,208,231,237,273],"personal":[12],"protective":[13],"equipment":[14],"(PPE)":[15],"production":[16,210,250],"distribution":[18],"during":[19,211],"the":[20,32,37,42,72,115,126,130,176,189,196,212,219,262,280],"outbreak":[21,145,214],"of":[22,146,165,169,178],"epidemics":[23],"like":[24],"COVID-19.":[25],"The":[26,167,240],"objective":[27],"is":[28,62,191,215,242,266],"to":[29,75,89,142,188,217,243,268,291],"simultaneously":[30],"minimize":[31],"total":[33],"cost":[34],"maximize":[36],"PPE":[38,209,238,249],"supply":[39],"timeliness.":[40],"For":[41],"problem,":[43],"we":[44,82],"first":[45,224],"develop":[46],"bi-objective":[48,227],"mixed-integer":[49,228],"linear":[50,229],"program":[51,230],"(MILP).":[52],"Then":[53],"an$\\epsilon":[54],"$-constraint":[55,122,259],"combined":[56,124],"with":[57,125],"logic-based":[58,263],"Benders":[59,264],"decomposition":[60,265],"method":[61,123,255],"proposed":[63,73,116,127,267,281],"based":[64],"on":[65,99],"some":[66],"explored":[67],"properties.":[68],"We":[69],"then":[70],"extend":[71],"model":[74],"handle":[76],"dynamics":[77],"randomness.":[79],"In":[80],"particular,":[81],"design":[83],"predictive":[85],"reactive":[86],"rescheduling":[87],"approach":[88],"address":[90],"random":[91],"arrivals":[93],"manufacturer":[95],"disruptions.":[96],"Computational":[97,276],"experiments":[98],"real":[101],"case":[102],"from":[103],"China":[104],"100":[106],"randomly":[107],"generated":[108],"instances":[109],"are":[110,283],"conducted.":[111],"Results":[112],"show":[113],"that":[114,256,279],"algorithm":[117],"significantly":[118],"outperforms":[119],"an":[120,245],"adapted$\\epsilon":[121],"MILP":[128],"widely":[131],"used":[132],"non-dominated":[133],"sorting":[134],"geneticalgorithm":[135],"II(NSGA-II)":[136],"in":[137,186],"obtaining":[138],"high-quality":[139,270],"Pareto":[140,271],"solutions.Note":[141],"Practitioners—The":[143],"unprecedented":[144],"COVID-19":[147,213,220],"its":[149],"rapid":[150],"spread":[151],"caught":[152],"numerous":[153],"national":[154],"local":[156],"governments":[157],"unprepared.":[158],"Healthcare":[159],"systems":[160],"faced":[161],"vital":[163],"scarcity":[164],"PPEs.":[166],"urgency":[168],"producing":[170],"delivering":[172],"PPEs":[173],"increases":[174],"as":[175],"number":[177],"infected":[179],"cases":[180],"rapidly":[181],"increases.":[182],"A":[183,253],"key":[184],"challenge":[185],"response":[187],"epidemic":[190],"effectively":[192],"efficiently":[194],"matching":[195],"demands":[197],"needs.":[199],"Performing":[200],"practical":[201,284],"efficient":[203],"critical":[216],"curbing":[218],"pandemic.":[221],"work":[223],"proposes":[225],"optimal":[232],"production.":[239],"aim":[241],"achieve":[244],"economical":[246],"timely":[248],"supply.":[252],"novel":[254],"combines":[257],"the$\\epsilon":[258],"framework":[260],"yield":[269],"solutions":[272],"practical-sized":[274],"problems.":[275],"results":[277],"indicate":[278],"approaches":[282],"feasible,":[286],"which":[287],"can":[288],"help":[289],"decision-makers":[290],"perform":[292],"acceptable":[293],"decisions.":[298]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}