Title :
Analysis of Artificial Intelligence Based Petri Net Approach to Intelligent Integration of Design
Author_Institution :
Coll. of Inf. Sci. & Eng., Yanshan Univ., Qinhuangdao
Abstract :
Artificial intelligence can play an important role in manufacture for reducing costs and the enhancing production efficiency and product quality. In order to assist designers in the early stages of a product development, this paper develops an intelligent methodology for integration of design and assembly planning processes, including product design assembly evaluation and redesign, assembly process planning etc. A new unified class of object-oriented knowledge based Petri nets, incorporating knowledge based expert systems and fuzzy logic into ordinary place-transition Petri nets, is defined and used for the representation and modeling of the distributed design processes. Petri net system is capability of problem solving, learning and conflict resolution, using Petri net system, product design and assembly planning can be carried out simultaneously and intelligently in an entirely computer-aided concurrent design
Keywords :
CAD; Petri nets; artificial intelligence; assembly planning; concurrent engineering; expert systems; fuzzy logic; object-oriented programming; product design; product development; Petri net; artificial intelligence; assembly planning process; computer-aided concurrent design; design integration; distributed design process; fuzzy logic; intelligent methodology; knowledge based expert system; object-oriented knowledge; product design; product development; Artificial intelligence; Assembly; Costs; Expert systems; Manufacturing; Petri nets; Process planning; Product design; Product development; Production; Concurrent engineering; Fuzzy knowledge Petri nets; Knowledge Petri nets; Object oriented programming;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.258908