Title :
Study on production system performance with Petri net analysis model with grey parameters
Author :
Liu, Yuan ; Fang, ZhiGeng
Author_Institution :
Nanjing Univ. of Aeronaut. & Astronaut. (NUAA), Nanjing
Abstract :
The existing Petri Net researches of production system always define the trigger rates as some certain values. The problems can bring some risks or mistakes to analysis, evaluation and prediction of system performance, causing the managers hard to make the right, proper and efficient production plans and decisions. According to this, writers introduce Grey System theory into Petri Net, setting some uncertain trigger rates as interval grey numbers, firstly defining Grey Petri Net theory and designing its modeling, algorithm and analysis methods. At last, the writers establish a Grey Petri Net model to illustrate its algorithms and analysis methods, making some analysis and the evaluation of System Performances as machine utilization, productivity and system cycle time, get a good effect.
Keywords :
Markov processes; Petri nets; decision making; forecasting theory; grey systems; manufacturing systems; probability; production planning; reachability analysis; Markov chain; grey Petri net analysis model; grey parameters; grey system theory; probability; production decision making; production forecast; production plans; production system performance; reachability graph; Algorithm design and analysis; Intelligent manufacturing systems; Intelligent structures; Manufacturing systems; Performance analysis; Production systems; Risk analysis; Risk management; Stochastic processes; System performance;
Conference_Titel :
Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-1294-5
Electronic_ISBN :
978-1-4244-1294-5
DOI :
10.1109/GSIS.2007.4443495