Fuzzy reasoning Petri nets for demanufacturing process decision

Since products during the use stage may experience very different conditions, their external and internal status can vary significantly. These products, when coming to a demanufacturing facility, are often associated with incomplete/imprecise, sometime wrong, information so that the demanufacturing processes have to be decided dynamically based on the products' specific status. This paper presents a fuzzy reasoning Petri net model to represent such a product with uncertainty and its related demanufacturing decision rules. Based on this model, a formal reasoning algorithm using the operators in max-algebra is proposed to perform fuzzy reasoning. Using the proposed model, the multi-criterion demanufacturing rules can be considered in the parallel way to make the decision automatically, which makes the real time disassembly process decision possible. At last, an example is used to specify the application of the proposed method.

[1]  MengChu Zhou,et al.  Modeling, Simulation, and Control of Flexible Manufacturing Systems - A Petri Net Approach , 1999, Series in Intelligent Control and Intelligent Automation.

[2]  Surendra M. Gupta,et al.  A petri net approach to disassembly process planning , 1998 .

[3]  MengChu Zhou,et al.  A methodology for modeling and adaptive planning of disassembly processes , 1999, IEEE Trans. Robotics Autom..

[4]  MengChu Zhou,et al.  Design and implementation of an adaptive process planner for disassembly processes , 2000, IEEE Trans. Robotics Autom..

[5]  Carl G. Looney,et al.  Fuzzy Petri nets for rule-based decisionmaking , 1988, IEEE Trans. Syst. Man Cybern..

[6]  Reggie J. Caudill,et al.  An integrated approach to disassembly planning and demanufacturing operation , 2000, Proceedings of the 2000 IEEE International Symposium on Electronics and the Environment (Cat. No.00CH37082).

[7]  Jin-Fu Chang,et al.  Knowledge Representation Using Fuzzy Petri Nets , 1990, IEEE Trans. Knowl. Data Eng..

[8]  MengChu Zhou,et al.  A Petri net-based formal reasoning algorithm for fuzzy production rule-based systems , 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.

[9]  Spyros Tzafestas,et al.  Petri Net-Based Approach to Synthesis of Intelligent Control Systems for DEDS , 1997 .

[10]  T. C. Kuo,et al.  A graph-based disassembly sequence planning for EOL product recycling , 1997, Twenty First IEEE/CPMT International Electronics Manufacturing Technology Symposium Proceedings 1997 IEMT Symposium.

[11]  S. Kanai,et al.  Graph-based information modeling of product-process interactions for disassembly and recycle planning , 1999, Proceedings First International Symposium on Environmentally Conscious Design and Inverse Manufacturing.