{"title":"Agent-Based Decentralised Process Planning and Evolutionary Change Propagation","authors":"Felix Gehlhoff, Lukas Wiegandt, A. Fay","doi":"10.1109/ICIT46573.2021.9453529","DOIUrl":null,"url":null,"abstract":"The increasing dynamics of manufacturing systems promote the utilization of decentral system architectures, such as Multi-agent Systems (MAS). These are especially applicable for dynamic systems that exhibit structural and behavioural changes during runtime. This paper develops a MAS that is capable of decentralised process planning that does not require any a priori definition of compatibility or interfaces between machines. Furthermore, the paper outlines how the producibility graph that is derived by the agents during process planning is updated and shared between the agents to keep the knowledge bases of the agents updated at all times.","PeriodicalId":193338,"journal":{"name":"2021 22nd IEEE International Conference on Industrial Technology (ICIT)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 22nd IEEE International Conference on Industrial Technology (ICIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIT46573.2021.9453529","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
The increasing dynamics of manufacturing systems promote the utilization of decentral system architectures, such as Multi-agent Systems (MAS). These are especially applicable for dynamic systems that exhibit structural and behavioural changes during runtime. This paper develops a MAS that is capable of decentralised process planning that does not require any a priori definition of compatibility or interfaces between machines. Furthermore, the paper outlines how the producibility graph that is derived by the agents during process planning is updated and shared between the agents to keep the knowledge bases of the agents updated at all times.