Based on the neuron model and learning strategy, the neuron intelligent PID control system is set up in this paper. The neuron model-free PID control method is posed. The simulation tests with an example of a hydraulic turbine generator unit are made. The result show that god control performances are obtained. This new intelligent controller is very simple and has very strong adaptability and robustness. It can be used directly in practice.
"Neuron model-free PID control", Proc. SPIE 4414, International Conference on Sensor Technology (ISTC 2001), (14 September 2001); doi: 10.1117/12.440245; https://doi.org/10.1117/12.440245