F-1026 ニューラルネットワークを用いた化学反応制御と計測(G10-3 ニューラルネット等)(G10 機械力学・計測制御部門一般講演)

概要

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The purpose of this study is to develop a multi-functional automated process controller for use in a synthesis system of chemical reactions. Chemical reactions are very complex, it is difficult to control the reaction temperature. We developed new type of synthesis systems using a PID controller to control the temperature of the reaction. But, the PID controller was not useful for change of chemical dynamics. Therefore, in this research, a neural network is applied for controlling the temperature of the reaction. First, neural networks controller is constructed to control the temperature of the chemical reaction using an original evaluation function. Then, neural networks estimated suitable parameters for the original evaluation function. The effectiveness is examined through experiments. Finally, using the designed a neuro process controller, it is verified that it can efficiently control chemical reactions.
一般社団法人日本機械学会の論文
2001-08-22