{"id":"https://openalex.org/W2897283115","doi":"https://doi.org/10.1109/access.2018.2875786","title":"A Multi-Objective Robust Optimization Design for Grid Emergency Goods Distribution Under Mixed Uncertainty","display_name":"A Multi-Objective Robust Optimization Design for Grid Emergency Goods Distribution Under Mixed Uncertainty","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2897283115","doi":"https://doi.org/10.1109/access.2018.2875786","mag":"2897283115"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2875786","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2875786","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2875786","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yiwen Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiwen Jiang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063376125","display_name":"Lee Li","orcid":"https://orcid.org/0000-0002-4857-8456"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lee Li","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4857-8456","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101930468","display_name":"Zhensheng Liu","orcid":"https://orcid.org/0000-0003-0395-6772"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhensheng Liu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3431,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.72899706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"61117","last_page":"61129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9937999844551086,"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/computer-science","display_name":"Computer science","score":0.669402003288269},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6242700219154358},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5441539883613586},{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.524928867816925},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5135858058929443},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47807979583740234},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4718187749385834},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4698062539100647},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.45628082752227783},{"id":"https://openalex.org/keywords/diversification","display_name":"Diversification (marketing strategy)","score":0.4375324547290802},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1431240737438202},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13441023230552673},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13213858008384705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.669402003288269},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6242700219154358},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5441539883613586},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.524928867816925},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5135858058929443},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47807979583740234},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4718187749385834},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4698062539100647},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.45628082752227783},{"id":"https://openalex.org/C180916674","wikidata":"https://www.wikidata.org/wiki/Q3711935","display_name":"Diversification (marketing strategy)","level":2,"score":0.4375324547290802},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1431240737438202},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13441023230552673},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13213858008384705},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2875786","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2875786","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:07bd02f16c7c4fd290e59573d7733aa6","is_oa":true,"landing_page_url":"https://doaj.org/article/07bd02f16c7c4fd290e59573d7733aa6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 61117-61129 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2875786","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2875786","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G41537296","display_name":null,"funder_award_id":"51777082","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":34,"referenced_works":["https://openalex.org/W1850626047","https://openalex.org/W1965424194","https://openalex.org/W1993053177","https://openalex.org/W1997990368","https://openalex.org/W2009730102","https://openalex.org/W2026911753","https://openalex.org/W2034569900","https://openalex.org/W2041300343","https://openalex.org/W2046708299","https://openalex.org/W2075760991","https://openalex.org/W2094724469","https://openalex.org/W2096275567","https://openalex.org/W2097970676","https://openalex.org/W2105704939","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2127331687","https://openalex.org/W2142062936","https://openalex.org/W2153623027","https://openalex.org/W2154701820","https://openalex.org/W2159863842","https://openalex.org/W2182058504","https://openalex.org/W2218919311","https://openalex.org/W2277817011","https://openalex.org/W2321058410","https://openalex.org/W2361817829","https://openalex.org/W2381162371","https://openalex.org/W2392861543","https://openalex.org/W2498288014","https://openalex.org/W2546440174","https://openalex.org/W2600147730","https://openalex.org/W2619865831","https://openalex.org/W2761024934","https://openalex.org/W2764573849"],"related_works":["https://openalex.org/W4382807753","https://openalex.org/W2910979491","https://openalex.org/W4389391504","https://openalex.org/W4301410663","https://openalex.org/W4312472185","https://openalex.org/W2064266244","https://openalex.org/W2382761395","https://openalex.org/W2910018200","https://openalex.org/W2358904772","https://openalex.org/W2905337732"],"abstract_inverted_index":{"Emergency":[0],"goods":[1,125,166],"distribution":[2,18,45,50,88],"plays":[3],"an":[4],"important":[5],"role":[6],"in":[7,21,44,101],"the":[8,15,22,27,31,42,70,81,92,99,105,114,120,124,129,141,143,162,168,173,179,188,191],"grid":[9,24],"emergency":[10,36],"relief":[11,75],"command":[12],"system.":[13],"However,":[14],"traditional":[16],"experience-based":[17],"plan":[19],"currently":[20],"power":[23],"cannot":[25],"meet":[26],"increasing":[28],"demand":[29],"for":[30,73,86],"types":[32],"and":[33,47,59,104,109,127,134,158,172,187],"quantities":[34],"of":[35,49,83,107,132,165,176,190],"goods,":[37],"meanwhile,":[38],"most":[39],"studies":[40],"ignore":[41],"uncertainty":[43],"parameters":[46],"diversification":[48],"objectives,":[51,171],"which":[52],"causes":[53],"a":[54,66],"gap":[55],"between":[56,170],"theoretical":[57],"research":[58],"practical":[60],"application.":[61],"Therefore,":[62],"this":[63,159],"paper":[64],"establishes":[65],"model":[67,78,115],"to":[68,139],"guide":[69],"logistics":[71],"design":[72],"transferring":[74],"supplies.":[76],"The":[77,149],"first":[79],"assesses":[80],"importance":[82],"affected":[84],"areas":[85],"determining":[87],"priority":[89],"based":[90],"on":[91],"electrical":[93],"characteristics.":[94],"To":[95],"better":[96],"simulate":[97],"reality,":[98],"uncertainties":[100],"demand,":[102],"supply,":[103],"costs":[106],"procurement":[108],"transportation":[110],"are":[111,185],"considered.":[112],"Additionally,":[113],"features":[116],"three":[117],"objectives:":[118],"shortening":[119],"travel":[121],"time,":[122],"reducing":[123],"shortage,":[126],"saving":[128],"total":[130],"cost":[131],"pre-":[133],"post-disaster":[135],"phases.":[136],"In":[137],"order":[138],"handle":[140],"uncertainties,":[142],"robust":[144],"optimization":[145],"approach":[146],"is":[147,152,194],"utilized.":[148],"numerical":[150],"example":[151],"solved":[153],"with":[154],"\u03b5-constraint":[155],"exact":[156],"method,":[157],"case":[160],"illustrates":[161],"specific":[163],"process":[164],"distribution,":[167],"relationship":[169],"sensitivity":[174],"analysis":[175],"uncertainties.":[177],"For":[178],"large-size":[180],"forms,":[181],"two":[182],"heuristic":[183],"algorithms":[184,193],"proposed":[186,192],"efficiency":[189],"assessed.":[195]},"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":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
