Design of an IMCPID Optimized Neural Network for Stepless Flow Control of Reciprocating Mechinery
نویسندگان
چکیده
It is usually difficult to design a controller for nonlinear multiple-input and multiple-output (MIMO) system. The methodological approach taken in this study mixed methodology based on PID-type internal model control (IMC) method neural network (NN) optimization algorithm. NN designed adjusting the sole parameter IMCPID compensating characteristic changes non-linearity stepless flow control. In study, simulation of MIMO system with strong coupling carried out. results indicate that proposed has better performance settle time, overshoot, robustness set-point tracking accuracy compared other considered methods.
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ژورنال
عنوان ژورنال: Applied sciences
سال: 2021
ISSN: ['2076-3417']
DOI: https://doi.org/10.3390/app11177785