Pablo García Ansola, Andrés García Higuera, J. de las Morenas
{"title":"Aligning decision support with shop floor operations: a proposal of intelligent product based on BDI physical agents","authors":"Pablo García Ansola, Andrés García Higuera, J. de las Morenas","doi":"10.1080/2287108X.2015.1103536","DOIUrl":null,"url":null,"abstract":"Multi-agent system (MAS) models have the drawback of an excessive dependence on up-to-date field information and on complex interaction protocols. This work proposes a theoretical and experimental agent-based decision support system (DSS) architecture that is designed and developed to align shop floor operations, but including the radio frequency identification (RFID) information feedback. This product-driven MAS has been structured on a split organization model to enforce the idea of division between physical elements and information and communication technology. The proposed MAS framework, called MAS-DUO, has been tested at the ground-handling operations at the Ciudad Real Central Airport and in a simulated logistics centre at the Autolog Labs-UCLM. This paper introduces the beliefs–desires–intentions (BDI) physical agents of this framework as the core of this new approach, a new vision that mixes BDI reasoning, RFID and the Markov decision process.","PeriodicalId":276731,"journal":{"name":"International Journal of Advanced Logistics","volume":"188 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Advanced Logistics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/2287108X.2015.1103536","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Multi-agent system (MAS) models have the drawback of an excessive dependence on up-to-date field information and on complex interaction protocols. This work proposes a theoretical and experimental agent-based decision support system (DSS) architecture that is designed and developed to align shop floor operations, but including the radio frequency identification (RFID) information feedback. This product-driven MAS has been structured on a split organization model to enforce the idea of division between physical elements and information and communication technology. The proposed MAS framework, called MAS-DUO, has been tested at the ground-handling operations at the Ciudad Real Central Airport and in a simulated logistics centre at the Autolog Labs-UCLM. This paper introduces the beliefs–desires–intentions (BDI) physical agents of this framework as the core of this new approach, a new vision that mixes BDI reasoning, RFID and the Markov decision process.