BAN Xiaojuan, ZHANG Wujun, FU Jinglu, SUN Daming. Application of PID control algorithm based on genetic algorithm and BP neural network to temperature control during dieless drawing[J]. Chinese Journal of Engineering, 2008, 30(12): 1439-1442. DOI: 10.13374/j.issn1001-053x.2008.12.013
Citation: BAN Xiaojuan, ZHANG Wujun, FU Jinglu, SUN Daming. Application of PID control algorithm based on genetic algorithm and BP neural network to temperature control during dieless drawing[J]. Chinese Journal of Engineering, 2008, 30(12): 1439-1442. DOI: 10.13374/j.issn1001-053x.2008.12.013

Application of PID control algorithm based on genetic algorithm and BP neural network to temperature control during dieless drawing

  • In combination of genetic algorithm with BP network, a new intelligent PID control algorithm was designed using genetic algorithm to optimize the parameters of BP neural network, which improve the dynamic performance of a temperature control system. The temperature control system model of a dieless drawing system was fitted with collected experimental data. Simulation results show that the proposed model has a better rapidity and robustness.
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