{"id":"https://openalex.org/W4317793530","doi":"https://doi.org/10.1109/wsc57314.2022.10015495","title":"A Simulation-Heuristic Approach to Optimally Design Drone Delivery Systems in Rural Areas","display_name":"A Simulation-Heuristic Approach to Optimally Design Drone Delivery Systems in Rural Areas","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4317793530","doi":"https://doi.org/10.1109/wsc57314.2022.10015495"},"language":"en","primary_location":{"id":"doi:10.1109/wsc57314.2022.10015495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc57314.2022.10015495","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-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/A5100348138","display_name":"Xudong Wang","orcid":"https://orcid.org/0000-0002-1353-1420"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xudong Wang","raw_affiliation_strings":["University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084733339","display_name":"Kimon Swanson","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kimon Swanson","raw_affiliation_strings":["University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108122222","display_name":"Zeyu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zeyu Liu","raw_affiliation_strings":["University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075230273","display_name":"Gerald Jones","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gerald Jones","raw_affiliation_strings":["University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100406401","display_name":"Xueping Li","orcid":"https://orcid.org/0000-0003-1990-0159"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xueping Li","raw_affiliation_strings":["University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee,Department of Industrial and Systems Engineering,Knoxville,TN 37996,USA,851","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, TN 37996, USA","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I75027704"],"apc_list":null,"apc_paid":null,"fwci":2.2632,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89795918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1581","last_page":"1592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency Management","score":0.9987999796867371,"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":0.9987999796867371,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.9973000288009644,"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/drone","display_name":"Drone","score":0.9370466470718384},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7240830659866333},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6794082522392273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6462324261665344},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.43210598826408386},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.404336541891098},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3884900212287903},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2142685353755951},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09557077288627625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0823584794998169}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.9370466470718384},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7240830659866333},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6794082522392273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6462324261665344},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.43210598826408386},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.404336541891098},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3884900212287903},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2142685353755951},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09557077288627625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0823584794998169},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc57314.2022.10015495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc57314.2022.10015495","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.47999998927116394,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W53735538","https://openalex.org/W1977319619","https://openalex.org/W2041085006","https://openalex.org/W2045540560","https://openalex.org/W2046872174","https://openalex.org/W2077713618","https://openalex.org/W2103491696","https://openalex.org/W2317340486","https://openalex.org/W2345135050","https://openalex.org/W2579114594","https://openalex.org/W2605251097","https://openalex.org/W2784102161","https://openalex.org/W2789343279","https://openalex.org/W2790222306","https://openalex.org/W2791674260","https://openalex.org/W2800780047","https://openalex.org/W2898326709","https://openalex.org/W2901452516","https://openalex.org/W2919779463","https://openalex.org/W2969126124","https://openalex.org/W2979614840","https://openalex.org/W2990557569","https://openalex.org/W2996999140","https://openalex.org/W3041611419","https://openalex.org/W3084064394","https://openalex.org/W3133782537","https://openalex.org/W3135018291","https://openalex.org/W3137336600","https://openalex.org/W3208825505","https://openalex.org/W4300568640","https://openalex.org/W6735168375"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W2059768187","https://openalex.org/W4247925126","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4327774218","https://openalex.org/W3206445629","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4379143281"],"abstract_inverted_index":{"In":[0,62,111],"recent":[1],"years,":[2],"drone":[3,71],"delivery":[4,39,60,72],"has":[5],"become":[6],"one":[7],"of":[8,41,50,81,86],"the":[9,16,38,46,58,70,79,83,105,130,141],"most":[10],"widely":[11],"adopted":[12],"emerging":[13],"technologies.":[14],"Under":[15],"current":[17],"Covid-19":[18],"pandemic,":[19],"drones":[20],"greatly":[21],"improve":[22],"logistics,":[23],"especially":[24],"in":[25,57,75],"rural":[26,59],"areas,":[27],"where":[28],"inefficient":[29],"road":[30],"networks":[31],"and":[32],"long":[33],"distances":[34],"between":[35],"customers":[36],"reduce":[37],"capacity":[40,85],"conventional":[42],"ground":[43],"vehicles.":[44],"Considering":[45],"limited":[47],"flight":[48],"range":[49],"drones,":[51],"charging":[52],"stations":[53],"play":[54],"essential":[55],"roles":[56],"system.":[61],"this":[63],"study,":[64],"we":[65,96,113],"utilize":[66],"simulation":[67],"to":[68,77,94,107],"optimize":[69],"system":[73],"design,":[74],"order":[76],"minimize":[78],"cost":[80],"serving":[82],"maximum":[84],"customers.":[87],"As":[88],"facility":[89],"siting":[90],"is":[91],"usually":[92],"difficult":[93],"optimize,":[95],"propose":[97],"a":[98,115],"novel":[99],"simulation-heuristic":[100],"framework":[101],"that":[102,129],"continuously":[103],"improves":[104],"objective":[106],"find":[108],"near-optimal":[109],"solutions.":[110],"addition,":[112],"conduct":[114],"case":[116],"study":[117],"using":[118],"real-world":[119],"data":[120],"collected":[121],"from":[122],"Knox":[123],"County,":[124],"Tennessee.":[125],"The":[126],"results":[127],"suggest":[128],"proposed":[131],"approach":[132],"saves":[133],"over":[134],"15%":[135],"on":[136],"total":[137],"costs":[138],"compared":[139],"with":[140],"benchmark.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}