Title :
Low-Cost and High-Performance Supervision in Ratio-Enforced Automated Manufacturing Systems Using Timed Petri Nets
Author :
Hu, Hesuan ; Zhou, MengChu ; Li, ZhiWu
Abstract :
In the context of automated manufacturing, this work proposes a new special class of timed Petri nets, namely, Timed ratio-enforced Augmented Marked Graph (TAMG) and its low-cost and high-performance supervisor synthesis methodology. A supervisor is composed of a set of control places (monitors), each of which is easy to be algebraically specified by a generalized mutual exclusion constraint (GMEC) to prevent certain siphons from being undermarked. In order to make a good tradeoff between the supervisor implementation cost and system performance, a mixed integer programming (MIP) approach is formulated to synthesize the monitors. An example is used to validate the effectiveness and efficiency of the proposed method. The results show that the proposed method remarkably outperforms any existing ones.
Keywords :
Petri nets; SCADA systems; control system synthesis; factory automation; integer programming; augmented marked graph; generalized mutual exclusion constraint; high performance supervision; low cost supervision; mixed integer programming; ratio enforced automated manufacturing system; supervisory controller design; system performance; timed Petri net; Automatic control; Control system synthesis; Control systems; Costs; Educational institutions; Educational programs; Manufacturing systems; Petri nets; System recovery; Throughput; Automated manufacturing systems (AMS); Petri nets; discrete-event system; ratio control; supervisory control;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2010.2046412