发明名称 Control method and apparatus using two neural networks
摘要 A control method of controlling a controlled system according to the invention comprises the first step of inputting a current and future target controlled variable to a first neural network model which performs learning using a past target controlled variable for the controlled system as an input signal and a past manipulated variable as a teacher signal, thereby obtaining a current virtual manipulated variable, the second step of causing a second neural network model, which have learnt to predict a behavior of the controlled system, to receive the virtual manipulated variable obtained in the first step and a controlled variable obtained from the controlled system at a current time, thereby obtaining a predicted controlled variable, the third step of obtaining an error of the predicted controlled variable obtained in the second step with respect to the target controlled variable, the fourth step of obtaining a correction amount for the virtual manipulated variable in accordance with a back propagation calculation of the second neural network model, using the error obtained in the third step, thereby correcting the virtual manipulated variable with the correction amount, and the fifth step of outputting the virtual manipulated variable corrected in the fourth step to the controlled system.
申请公布号 US5566275(A) 申请公布日期 1996.10.15
申请号 US19940199014 申请日期 1994.02.18
申请人 KABUSHIKI KAISHA TOSHIBA 发明人 KANO, MAKOTO
分类号 B25J9/16;B25J9/18;(IPC1-7):G05B19/04;G06E1/00 主分类号 B25J9/16
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