{"id":"https://openalex.org/W4312810024","doi":"https://doi.org/10.1109/tits.2022.3228340","title":"Modeling and Efficient Passenger-Oriented Control for Urban Rail Transit Networks","display_name":"Modeling and Efficient Passenger-Oriented Control for Urban Rail Transit Networks","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4312810024","doi":"https://doi.org/10.1109/tits.2022.3228340"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2022.3228340","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tits.2022.3228340","pdf_url":"https://ieeexplore.ieee.org/ielx7/6979/10057093/09994628.pdf","source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6979/10057093/09994628.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057961560","display_name":"Xiaoyu Liu","orcid":"https://orcid.org/0000-0002-8174-9181"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Xiaoyu Liu","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, CD, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011572379","display_name":"Azita Dabiri","orcid":"https://orcid.org/0000-0002-4051-4896"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Azita Dabiri","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, CD, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324205","display_name":"Yihui Wang","orcid":"https://orcid.org/0000-0003-3677-3323"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihui Wang","raw_affiliation_strings":["State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026547410","display_name":"Bart De Schutter","orcid":"https://orcid.org/0000-0001-9867-6196"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bart De Schutter","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, CD, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057961560"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":2.1699,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88619338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"24","issue":"3","first_page":"3325","last_page":"3338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9491999745368958,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6496877670288086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6460847854614258},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6373742818832397},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6057798862457275},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.5276761651039124},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4508981704711914},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.444292813539505},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4275773763656616},{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.4193277060985565},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.25905680656433105},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10729262232780457},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09896069765090942}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6496877670288086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6460847854614258},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6373742818832397},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6057798862457275},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.5276761651039124},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4508981704711914},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.444292813539505},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4275773763656616},{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.4193277060985565},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.25905680656433105},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10729262232780457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09896069765090942},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tits.2022.3228340","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tits.2022.3228340","pdf_url":"https://ieeexplore.ieee.org/ielx7/6979/10057093/09994628.pdf","source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"},{"id":"pmh:oai:tudelft.nl:uuid:1ad6c54e-35b6-4479-b756-a3e6040d5cb4","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:1ad6c54e-35b6-4479-b756-a3e6040d5cb4","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1109/tits.2022.3228340","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tits.2022.3228340","pdf_url":"https://ieeexplore.ieee.org/ielx7/6979/10057093/09994628.pdf","source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G4909231401","display_name":null,"funder_award_id":"101018826","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G8836310618","display_name":null,"funder_award_id":"72071016","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/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312810024.pdf","grobid_xml":"https://content.openalex.org/works/W4312810024.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W55684949","https://openalex.org/W1914666677","https://openalex.org/W1954876655","https://openalex.org/W1972841873","https://openalex.org/W1977985274","https://openalex.org/W1978956894","https://openalex.org/W1979100315","https://openalex.org/W2011282943","https://openalex.org/W2027034071","https://openalex.org/W2031545009","https://openalex.org/W2045565802","https://openalex.org/W2063735682","https://openalex.org/W2068341557","https://openalex.org/W2093336541","https://openalex.org/W2109879495","https://openalex.org/W2132261755","https://openalex.org/W2134673975","https://openalex.org/W2149416133","https://openalex.org/W2173875532","https://openalex.org/W2176173702","https://openalex.org/W2289641665","https://openalex.org/W2490110638","https://openalex.org/W2572737592","https://openalex.org/W2729992358","https://openalex.org/W2791609897","https://openalex.org/W2861497845","https://openalex.org/W2883349181","https://openalex.org/W2898623474","https://openalex.org/W2935336332","https://openalex.org/W2938894022","https://openalex.org/W2966240154","https://openalex.org/W3083983394","https://openalex.org/W3113112404","https://openalex.org/W3123525113","https://openalex.org/W3135864150","https://openalex.org/W3180726539","https://openalex.org/W3199967059","https://openalex.org/W4205852264","https://openalex.org/W4211147054","https://openalex.org/W4241496298","https://openalex.org/W4285233815","https://openalex.org/W4298112682","https://openalex.org/W4312722803"],"related_works":["https://openalex.org/W2015747722","https://openalex.org/W2362050182","https://openalex.org/W2382418233","https://openalex.org/W2369897927","https://openalex.org/W4285278887","https://openalex.org/W2365237642","https://openalex.org/W2995925505","https://openalex.org/W2773399470","https://openalex.org/W3116484972","https://openalex.org/W2941986668"],"abstract_inverted_index":{"Real-time":[0],"timetable":[1,33,65,155],"scheduling":[2,34,66],"is":[3,29,61,78,110,124],"an":[4],"effective":[5],"way":[6],"to":[7,12,127],"improve":[8],"passenger":[9,39],"satisfaction":[10],"and":[11,51,133,152,170,176],"reduce":[13,101],"operational":[14],"costs":[15],"in":[16],"urban":[17],"rail":[18],"transit":[19],"networks.":[20],"In":[21,83],"this":[22,84],"paper,":[23],"a":[24,45,55,79,114,161],"novel":[25],"passenger-oriented":[26],"network":[27,166],"model":[28,37,49,56,175],"developed":[30,71,174],"for":[31,63,94],"real-time":[32,96,154],"that":[35,144],"can":[36,134,146],"time-dependent":[38],"origin-destination":[40],"demands":[41],"with":[42],"consideration":[43],"of":[44,98,163,172],"balanced":[46],"trade-off":[47],"between":[48],"accuracy":[50],"computation":[52],"speed.":[53],"Then,":[54],"predictive":[57],"control":[58],"(MPC)":[59],"approach":[60],"proposed":[62],"the":[64,70,86,91,95,102,106,128,148,168,173,177],"problem":[67,77,109,123,132],"based":[68,159],"on":[69,160],"model.":[72],"The":[73,120],"resulting":[74,121],"MPC":[75,107,130,179],"optimization":[76,108,131],"nonlinear":[80],"non-convex":[81],"problem.":[82,119],"context,":[85],"online":[87,103],"computational":[88,104],"complexity":[89],"becomes":[90],"main":[92],"issue":[93],"feasibility":[97],"MPC.":[99],"To":[100],"complexity,":[105],"therefore":[111],"reformulated":[112],"into":[113],"mixed-integer":[115],"linear":[116],"programming":[117],"(MILP)":[118],"MILP":[122,141],"exactly":[125],"equivalent":[126],"original":[129],"be":[135],"solved":[136],"very":[137,150],"efficiently":[138],"by":[139],"existing":[140],"solvers,":[142],"so":[143],"we":[145],"obtain":[147],"solution":[149],"fast":[151],"realize":[153],"scheduling.":[156],"Numerical":[157],"experiments":[158],"part":[162],"Beijing":[164],"subway":[165],"show":[167],"effectiveness":[169],"efficiency":[171],"MILP-based":[178],"method.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}