{"id":"https://openalex.org/W2971209315","doi":"https://doi.org/10.1109/access.2019.2938326","title":"A Stochastic Linear Programming Method for the Reliable Oil Products Supply Chain System With Hub Disruption","display_name":"A Stochastic Linear Programming Method for the Reliable Oil Products Supply Chain System With Hub Disruption","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2971209315","doi":"https://doi.org/10.1109/access.2019.2938326","mag":"2971209315"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2938326","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2938326","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08819937.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/8600701/08819937.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Wan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wan Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046003173","display_name":"Zhengbing Li","orcid":null},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengbing Li","raw_affiliation_strings":["Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002782865","display_name":"Qi Liao","orcid":"https://orcid.org/0000-0003-3209-9992"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Liao","raw_affiliation_strings":["Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3209-9992","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340487","display_name":"Haoran Zhang","orcid":"https://orcid.org/0000-0002-4641-0641"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haoran Zhang","raw_affiliation_strings":["Center for Spatial Information Science, The University of Tokyo, Kashiwa, Japan"],"raw_orcid":"https://orcid.org/0000-0002-4641-0641","affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science, The University of Tokyo, Kashiwa, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022265396","display_name":"Bohong Wang","orcid":"https://orcid.org/0000-0003-1206-475X"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bohong Wang","raw_affiliation_strings":["Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044785680","display_name":"Shuzhe Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shuzhe Huang","raw_affiliation_strings":["Center for Spatial Information Science, The University of Tokyo, Kashiwa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science, The University of Tokyo, Kashiwa, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024246930","display_name":"Ning Xu","orcid":"https://orcid.org/0000-0003-3612-5254"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Xu","raw_affiliation_strings":["Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038427437","display_name":"Yongtu Liang","orcid":"https://orcid.org/0000-0003-1461-9165"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongtu Liang","raw_affiliation_strings":["Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum-Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6978,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.90445477,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"124329","last_page":"124340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9977999925613403,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9977999925613403,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and 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"}}],"keywords":[{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.7982898950576782},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.7369182705879211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6427117586135864},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.6362535357475281},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5728166103363037},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.5648892521858215},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47012364864349365},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4678070545196533},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4445649981498718},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4239228367805481},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.41891396045684814},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.328967809677124},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1306873857975006},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08043628931045532}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7982898950576782},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7369182705879211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6427117586135864},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.6362535357475281},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5728166103363037},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.5648892521858215},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47012364864349365},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4678070545196533},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4445649981498718},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4239228367805481},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.41891396045684814},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.328967809677124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1306873857975006},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08043628931045532},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2938326","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2938326","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08819937.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e7db447449434afa8d8f01d5aea47330","is_oa":true,"landing_page_url":"https://doaj.org/article/e7db447449434afa8d8f01d5aea47330","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 7, Pp 124329-124340 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2938326","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2938326","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08819937.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2895295954","display_name":null,"funder_award_id":"19K15260","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6874490112","display_name":null,"funder_award_id":"51874325","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W235580151","https://openalex.org/W1862163046","https://openalex.org/W1971414972","https://openalex.org/W1976135862","https://openalex.org/W1997661215","https://openalex.org/W1999132302","https://openalex.org/W2016424520","https://openalex.org/W2019951753","https://openalex.org/W2033106989","https://openalex.org/W2062674350","https://openalex.org/W2070235590","https://openalex.org/W2074328525","https://openalex.org/W2080041529","https://openalex.org/W2083533727","https://openalex.org/W2084514308","https://openalex.org/W2085538338","https://openalex.org/W2085584163","https://openalex.org/W2087641500","https://openalex.org/W2088041993","https://openalex.org/W2092348123","https://openalex.org/W2093359686","https://openalex.org/W2103363891","https://openalex.org/W2128361327","https://openalex.org/W2134567220","https://openalex.org/W2162043569","https://openalex.org/W2173647411","https://openalex.org/W2236732762","https://openalex.org/W2288793696","https://openalex.org/W2295069421","https://openalex.org/W2301897475","https://openalex.org/W2309066182","https://openalex.org/W2315380099","https://openalex.org/W2363632809","https://openalex.org/W2514925825","https://openalex.org/W2580752564","https://openalex.org/W2601069307","https://openalex.org/W2603466993","https://openalex.org/W2616653018","https://openalex.org/W2625149724","https://openalex.org/W2723729301","https://openalex.org/W2796873416","https://openalex.org/W2806468444","https://openalex.org/W2809076016","https://openalex.org/W2884359566","https://openalex.org/W2897450012","https://openalex.org/W2897842089","https://openalex.org/W2898694422","https://openalex.org/W2901064122","https://openalex.org/W2901942018","https://openalex.org/W2911397071","https://openalex.org/W2920962645","https://openalex.org/W2922836436","https://openalex.org/W2932106296","https://openalex.org/W2941402566","https://openalex.org/W6609131247"],"related_works":["https://openalex.org/W1523365952","https://openalex.org/W4285278887","https://openalex.org/W2365237642","https://openalex.org/W2995925505","https://openalex.org/W3116484972","https://openalex.org/W2382905498","https://openalex.org/W2941986668","https://openalex.org/W1585941908","https://openalex.org/W4232431455","https://openalex.org/W3022460320"],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3,94],"a":[4],"reliable":[5],"design":[6,99],"of":[7,20,49,72,92,112],"oil":[8,21,50],"products":[9],"supply":[10,41,96,115],"chain":[11,42,97,116],"system,":[12],"which":[13],"is":[14,36,63,100],"conductive":[15],"to":[16,65],"promote":[17],"the":[18,40,46,52,57,67,73,90,95,104,108,113],"sales":[19],"products.":[22],"A":[23,60],"multi-scenario":[24],"MILP":[25],"(Mixed":[26],"Integer":[27],"Linear":[28],"Programming)":[29],"model":[30],"coupled":[31],"with":[32,44,122],"Monte":[33],"Carlo":[34],"sampling":[35],"employed":[37],"for":[38],"optimizing":[39],"system":[43,98,117],"considering":[45],"transportation":[47],"process":[48],"products,":[51],"stochastic":[53],"hub":[54],"disruption":[55],"and":[56,70,110],"demand":[58],"uncertainty.":[59],"real-world":[61],"case":[62],"presented":[64],"illustrate":[66],"accuracy,":[68],"applicability":[69],"efficiency":[71],"proposed":[74],"model.":[75],"High-quality":[76],"solutions":[77],"are":[78],"obtained":[79],"successfully":[80],"under":[81],"deterministic":[82],"conditions":[83],"as":[84,86],"well":[85],"uncertain":[87],"conditions.":[88],"Then,":[89],"effect":[91],"uncertainties":[93],"also":[101],"analyzed.":[102],"Finally,":[103],"results":[105],"demonstrate":[106],"that":[107],"stability":[109],"flexibility":[111],"designed":[114],"could":[118],"be":[119],"substantially":[120],"improved":[121],"less":[123],"extra":[124],"costs.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
