Journal of the Korean Institute of Telematics and Electronics B (전자공학회논문지B)
- Volume 30B Issue 1
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- Pages.79-89
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- 1993
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- 1016-135X(pISSN)
Application of Neural Network for the Intelligent Control of Computer Aided Testing and Adjustment System
자동조정기능의 지능형제어를 위한 신경회로망 응용
Abstract
This paper deals with a computer aided control of an adjustment process for the complete electronic devices by means of an application of artificial neural network and an implementation of neuro-controller for intelligent control. Multi-layer neural network model is employed as artificial neural network with the learning method of the error back propagation. Information initially available from real plant under control are the initial values of plant output, and the augmented plant input and its corresponding plant output at that time. For the intelligent control of adjustment process utilizing artificial neural network, the neural network emulator (NNE) and the neural network controller(NNC) are developed. The initial weights of each neural network are determined through off line learning for the given product and it is also employed to cope with environments of the another product by on line learning. Computer simulation, as well as the application to the real situation of proposed intelligent control system is investigated.
Keywords