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

fYear

2010

fDate

12-14 Jan. 2010

Firstpage

1

Lastpage

5

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/PHM.2010.5414592

Filename

5414592