Developing a Multi-Agent System to Support Multi-Variant Production Ramp-Up Management

被引:5
作者
Medini, Khaled [1 ]
Romero, David [2 ]
Wuest, Thorsten [3 ]
机构
[1] Univ Clermont Auvergne, Lab Informat Modelisat & Optimisat Syst, Unite Mixte Rech 6158, CNRS,Mines St Etienne,Inst Henri Fayol, 158 Cours Fauriel, F-42023 St Etienne, France
[2] Tecnol Monterrey, Ctr Innovac Design & Technol, Calle Puente 222, Mexico City 14380, DF, Mexico
[3] West Virginia Univ, Ind & Management Syst Engn, Morgantown, WV 26505 USA
来源
SMART AND SUSTAINABLE MANUFACTURING SYSTEMS | 2021年 / 5卷 / 01期
关键词
ramp-up management; product variety; multi-agent systems; agility; smart manufacturing; MANUFACTURING CONTROL; SUPPLY CHAINS; AGENT; ARCHITECTURE; DESIGN; METHODOLOGY; IMPROVEMENT; SIMULATION; FRAMEWORK; MODEL;
D O I
10.1520/SSMS20200082
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the Industry 4.0 era, with increased demands for customization, numerous companies struggle to accommodate changes in their businesses and to keep up with the pace of digital transformation. It follows that introducing new products or services based on an existing configuration or a new design is becoming more frequent. Managing the production ramp-up phase carefully is therefore emerging as one of the most critical steps in the product life-cycle. Although several general strategies and high-level frameworks are available in recent ramp-up management literature, data-backed tools and frameworks that deal with this question are scarce. This article aims to bridge this gap by developing a multi-agent system (MAS) supporting ramp-up management strategies assessment in multi-variant production contexts. An MAS relies on the concept of an agent, which is an autonomous entity operating in a society of agents in order to contribute to a general goal. This article studies the method used to develop an MAS and illustrates its applicability through a case study in the furniture sector. The article highlights the reusability and flexibility of the development method and the relevance of the MAS to decision-makers during ramp-up planning.
引用
收藏
页码:129 / 147
页数:19
相关论文
共 54 条
[1]   ICU capacity management during the COVID-19 pandemic using a process simulation [J].
Alban, Andres ;
Chick, Stephen E. ;
Dongelmans, Dave A. ;
Vlaar, Alexander P. J. ;
Sent, Danielle .
INTENSIVE CARE MEDICINE, 2020, 46 (08) :1624-1626
[2]   A multi-agent architecture for plug and produce on an industrial assembly platform [J].
Antzoulatos, Nikolas ;
Castro, Elkin ;
Scrimieri, Daniele ;
Ratchev, Svetan .
PRODUCTION ENGINEERING-RESEARCH AND DEVELOPMENT, 2014, 8 (06) :773-781
[3]   A multi-agent system model for supply chains with lateral preventive transshipments: Application in a multi-national automotive supply chain [J].
Avci, Mualla Gonca ;
Selim, Hasan .
COMPUTERS IN INDUSTRY, 2016, 82 :28-39
[4]  
Bellifemine F, 2001, SOFTWARE PRACT EXPER, V31, P103, DOI 10.1002/1097-024X(200102)31:2<103::AID-SPE358>3.0.CO
[5]  
2-O
[6]  
Berg M., 2006, POMS 2006 INT C SHAN
[7]   An approach to reduce commissioning and ramp-up time for multi-variant production in automated production facilities [J].
Brecher, Christian ;
Storms, Simon ;
Ecker, Christian ;
Obdenbusch, Markus .
3RD ICRM 2016 INTERNATIONAL CONFERENCE ON RAMP-UP MANAGEMENT, 2016, 51 :128-133
[8]  
Chehbi S., 2003, 7 C SYST INF ORL FL
[9]   Applying multi-agent technique in multi-section flexible manufacturing system [J].
Chen, Kai-Ying ;
Chen, Chun-Jay .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (11) :7310-7318
[10]  
Christensen I., 2018, THESIS COPENHAGEN BU