The training set and test set data of PSO-LM-Elman neural network
The regulating valve training set and test set data were gained from the results of H. Zhu regulating valve dynamic performance test. The regulating valve opening range is 10%-100%, and the step length is 10%. The pressure drop control range is 20-260 kPa, and the pressure drop step is 20 kPa. The flow rate range is 0.3-2.9 m^3⁄h.
Steps to reproduce
The water temperature of the test medium should be kept at 5-40 ℃. The pipe diameter should be controlled below DN40. The pipeline flow rate is designed to be 0.5-3 m/s. The pressure drop control range is 20-260 kPa.