Title :
Research into the quality control technology in machining process of enterprise alliances based on PHM
Author :
Zhao, Mingguang ; Zhang, Yuanliang
Author_Institution :
Huaihai Inst. of Technol., Lianyungang, China
Abstract :
In network-based manufacturing, an enterprise alliance has the characteristics of informationlization, integration, globalization and variation. These characteristics put forward new requests for the conventional quality control technology. In order to explore the new quality control technology in machining process for enterprise alliance based on PHM, this paper proposes a system architecture composed of equipment layer, distributing information disposal layer, network truss layer and decision-making layer and its implementation plan. The fault diagnosis method based on FES (fuzzy expert system) and FNN (fuzzy neural network) is also studied.
Keywords :
condition monitoring; decision making; expert systems; fault diagnosis; fuzzy neural nets; machining; production engineering computing; quality control; decision-making layer; distributing information disposal layer; enterprise alliances; equipment layer; fault diagnosis method; fuzzy expert system; fuzzy neural network; health management; machining process; network truss layer; network-based manufacturing; prognostics management; quality control technology; system architecture; Decision making; Fault diagnosis; Fuzzy control; Fuzzy neural networks; Globalization; Hybrid intelligent systems; Machining; Manufacturing; Prognostics and health management; Quality control;
Conference_Titel :
Prognostics and Health Management Conference, 2010. PHM '10.
Conference_Location :
Macao
Print_ISBN :
978-1-4244-4756-5
Electronic_ISBN :
978-1-4244-4758-9
DOI :
10.1109/PHM.2010.5414592
