December 2005
Intermediate to advanced
592 pages
30h 56m
English
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Chapter . Quality Control of High Pressure Die Casting using a Neural Network
M.I. Khan, Y. Frayman, and S. Nahavandi
Intelligent Systems Research Laboratory, Deakin University, Geelong VIC 3217, Australia
Abstract
This paper presents the application of a neural network to quality control of a High Pressure Die Casting (HPDC) process. HPDC is a complex process that is difficult to analyse and control by conventional methods which warrant the use of inductive methodologies such as neural networks. A feed forward neural network was used in this work to model the relationships between the process parameters and the quality indicators and a simple neural network based control framework is proposed to optimize the process parameters to produce castings ...
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