Title :
Fuzzy Petri nets to model and control output quality from a flexible manufacturing cell
Author :
Hanna, M. ; Buck, A. ; Smith, R.
Author_Institution :
Sch. of Electr., Electron. & Syst. Eng., Univ. of Wales Coll. of Cardiff, UK
Abstract :
The paper demonstrates how a Petri net based on a hierarchical structure block diagram can be used to model and control all the activities within an flexible manufacturing cell (FMC). Next by utilising fuzzy Petri nets, a technique based on 9 fuzzy rules is developed. The tool speed (s) and the feed rate (r) throughout the milling operation are used to determine surface finish (f´). It also illustrates how fuzzy Petri nets with neural networks can be used for the modelling and control of surface finish. The surface finish represents the quality specification of output products from CNC-milling machine within an FMC
Keywords :
Petri nets; flexible manufacturing systems; fuzzy set theory; machine tools; machining; neural nets; quality control; feed rate; flexible manufacturing cell; fuzzy Petri nets; fuzzy rules; hierarchical structure block diagram; milling operation; neural networks; output quality; surface finish; tool speed; Feeds; Flexible manufacturing systems; Fuzzy control; Fuzzy neural networks; Milling; Neural networks; Petri nets; Pulp manufacturing; Surface finishing; Virtual manufacturing;
Conference_Titel :
Computer Integrated Manufacturing and Automation Technology, 1994., Proceedings of the Fourth International Conference on
Conference_Location :
Troy, NY
Print_ISBN :
0-8186-6510-6
DOI :
10.1109/CIMAT.1994.389089
