{"id":"https://openalex.org/W4407950937","doi":"https://doi.org/10.1109/cdc56724.2024.10886149","title":"Modeling and Scheduling of Multi-Batch Process Based on Petri Nets and Monte-Carlo Tree Search","display_name":"Modeling and Scheduling of Multi-Batch Process Based on Petri Nets and Monte-Carlo Tree Search","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4407950937","doi":"https://doi.org/10.1109/cdc56724.2024.10886149"},"language":"en","primary_location":{"id":"doi:10.1109/cdc56724.2024.10886149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886149","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","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/A5069172849","display_name":"Mengsen Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mengsen Jia","raw_affiliation_strings":["University of Kaiserslautern-Landau, Erwin-Schroedinger 12,Institute of Automatic Control,Kaiserslautern,Germany,67653"],"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau, Erwin-Schroedinger 12,Institute of Automatic Control,Kaiserslautern,Germany,67653","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059107323","display_name":"Nico Krebs","orcid":null},"institutions":[{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nico Krebs","raw_affiliation_strings":["University of Kaiserslautern-Landau, Erwin-Schroedinger 12,Institute of Automatic Control,Kaiserslautern,Germany,67653"],"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau, Erwin-Schroedinger 12,Institute of Automatic Control,Kaiserslautern,Germany,67653","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040530649","display_name":"Rapheal Fritz","orcid":null},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rapheal Fritz","raw_affiliation_strings":["University of Kaiserslautern-Landau, Erwin-Schroedinger 12,Institute of Automatic Control,Kaiserslautern,Germany,67653"],"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau, Erwin-Schroedinger 12,Institute of Automatic Control,Kaiserslautern,Germany,67653","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000873881","display_name":"Ping Zhang","orcid":"https://orcid.org/0000-0002-9620-8193"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ping Zhang","raw_affiliation_strings":["University of Kaiserslautern-Landau, Erwin-Schroedinger 12,Institute of Automatic Control,Kaiserslautern,Germany,67653"],"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau, Erwin-Schroedinger 12,Institute of Automatic Control,Kaiserslautern,Germany,67653","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069172849"],"corresponding_institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35362661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7411","last_page":"7416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9305999875068665,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9305999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/petri-net","display_name":"Petri net","score":0.7716600298881531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7033953070640564},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6109849214553833},{"id":"https://openalex.org/keywords/monte-carlo-tree-search","display_name":"Monte Carlo tree search","score":0.5846088528633118},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5189028382301331},{"id":"https://openalex.org/keywords/process-architecture","display_name":"Process architecture","score":0.498140811920166},{"id":"https://openalex.org/keywords/stochastic-petri-net","display_name":"Stochastic Petri net","score":0.4349150061607361},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.31796127557754517},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.25365370512008667},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17155534029006958},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1269932985305786}],"concepts":[{"id":"https://openalex.org/C38677869","wikidata":"https://www.wikidata.org/wiki/Q724168","display_name":"Petri net","level":2,"score":0.7716600298881531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7033953070640564},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6109849214553833},{"id":"https://openalex.org/C46149586","wikidata":"https://www.wikidata.org/wiki/Q11785332","display_name":"Monte Carlo tree search","level":3,"score":0.5846088528633118},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5189028382301331},{"id":"https://openalex.org/C136155141","wikidata":"https://www.wikidata.org/wiki/Q7247260","display_name":"Process architecture","level":3,"score":0.498140811920166},{"id":"https://openalex.org/C197551870","wikidata":"https://www.wikidata.org/wiki/Q7617809","display_name":"Stochastic Petri net","level":3,"score":0.4349150061607361},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.31796127557754517},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.25365370512008667},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17155534029006958},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1269932985305786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc56724.2024.10886149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886149","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W308342222","https://openalex.org/W1607042727","https://openalex.org/W1625390266","https://openalex.org/W1983788549","https://openalex.org/W2015010480","https://openalex.org/W2027988003","https://openalex.org/W2120259938","https://openalex.org/W2126316555","https://openalex.org/W2159002118","https://openalex.org/W2435333496","https://openalex.org/W3153200191","https://openalex.org/W6631858244","https://openalex.org/W6922480057"],"related_works":["https://openalex.org/W1543378523","https://openalex.org/W2257573499","https://openalex.org/W2381491984","https://openalex.org/W4386989863","https://openalex.org/W2064254377","https://openalex.org/W2901841247","https://openalex.org/W1847176793","https://openalex.org/W2148229336","https://openalex.org/W2001922003","https://openalex.org/W117466158"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,91,132],"novel":[4],"approach":[5,28,65,97,122],"for":[6,69,114],"modeling":[7],"and":[8,21,48,53,72,109],"scheduling":[9],"of":[10,119,128,131],"flexible":[11],"multi-batch":[12],"processes":[13],"(MBP)":[14],"by":[15],"using":[16],"timed":[17],"Petri":[18],"nets":[19],"(TPN)":[20],"Monte-Carlo":[22],"Tree":[23],"Search":[24],"(MCTS).":[25],"A":[26],"TPN-based":[27],"to":[29,75,81,82,90,100],"model":[30],"MBP":[31,42,71],"is":[32,67,73,98,123],"developed,":[33],"which":[34],"takes":[35],"into":[36],"account":[37],"the":[38,58,70,77,84,120,126],"key":[39],"factors":[40],"in":[41],"such":[43],"as":[44],"material":[45],"quantities,":[46],"tank":[47],"pipe":[49],"capacities,":[50],"conditional":[51],"cleaning":[52],"storage":[54],"location.":[55],"To":[56],"schedule":[57],"MBP,":[59],"we":[60],"propose":[61],"an":[62,129],"improved":[63,95],"MCTS-based":[64],"that":[66],"tailored":[68],"able":[74,99],"find":[76,101],"optimal":[78,103,106],"firing":[79],"sequence":[80],"bring":[83],"system":[85],"from":[86],"its":[87],"initial":[88],"marking":[89],"destination":[92],"marking.":[93],"The":[94,117],"MCTS":[96],"global":[102],"or":[104],"near":[105],"solutions":[107],"efficiently":[108],"doesn\u2019t":[110],"need":[111],"heuristic":[112],"functions":[113],"node":[115],"evaluation.":[116],"effectiveness":[118],"proposed":[121],"illustrated":[124],"with":[125],"help":[127],"example":[130],"chemical":[133],"MBP.":[134]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
