A decision support framework for remanufacturing of highly variable products using a collective intelligence approach

Abstract We propose a new theoretical decision support system framework based on multiagent systems able to design new products from post-used components. This framework, based on the genericity of its input, is open and allows to design new products in real time from highly variable post-used components and a customer demand while negotiating with the user if the need cannot be fulfilled. Finally, the multiagent system approach implements a social analogy in order to allow agents to interact effectively with each other and to address the group formation problem.

[1]  Y. Geng,et al.  Developing the circular economy in China: Challenges and opportunities for achieving 'leapfrog development' , 2008 .

[2]  E. Hultink,et al.  The Circular Economy - A New Sustainability Paradigm? , 2017 .

[3]  Sara Behdad,et al.  Simultaneous reassembly and procurement planning in assemble-to-order remanufacturing systems , 2017 .

[4]  Marie-Pierre Gleizes,et al.  Self-Organisation and Emergence in MAS: An Overview , 2006, Informatica.

[5]  Lionel Médini,et al.  An Avatar Architecture for the Web of Things , 2015, IEEE Internet Computing.

[6]  Riccardo Poli,et al.  Particle swarm optimization , 1995, Swarm Intelligence.

[7]  Yoram Koren,et al.  Product variety and manufacturing complexity in assembly systems and supply chains , 2008 .

[8]  Qinghua Zhu,et al.  Optional classification for reassembly methods with different precision remanufactured parts , 2014 .

[9]  Henri Prade,et al.  Towards a formal framework for the search of a consensus between autonomous agents , 2005, AAMAS '05.

[10]  Gilvan C. Souza,et al.  CAPACITATED REMANUFACTURING WITH SERVICE LEVEL CONSTRAINTS* , 2002 .

[11]  S. Carless,et al.  The Measurement of Cohesion in Work Teams , 2000 .

[12]  Michel Occello,et al.  Cohesion as a Tool for Maintaining the Functional Integrity of a Multi-agent System , 2020, ICAART.

[13]  Surendra M. Gupta,et al.  Remanufacturing Modeling and Analysis , 2012 .

[14]  P. Desrochers,et al.  INDUSTRIAL SYMBIOSIS: THE CASE FOR MARKET COORDINATION , 2004 .

[15]  Anna Fensel,et al.  Choosing an Ontology Language , 2005, WEC.

[16]  V. Guide Production planning and control for remanufacturing: industry practice and research needs , 2000 .

[17]  S. Jack Hu,et al.  Assembly Strategies for Remanufacturing Systems With Variable Quality Returns , 2013, IEEE Transactions on Automation Science and Engineering.

[18]  Seyoum Eshetu Birkie,et al.  Circular economy as an essentially contested concept , 2018 .

[19]  Holly Arrow,et al.  Musical Chairs , 2003 .

[20]  Q. Hu,et al.  Markov decision processes with their applications , 2007 .

[21]  Michael E. Bratman,et al.  Intention, Plans, and Practical Reason , 1991 .

[22]  Jing-Sheng Song,et al.  Supply Chain Operations: Assemble-to-Order Systems , 2003, Supply Chain Management.