Construction and Practical Research of High-precision Thermocouple Dynamic Compensation Model Based on GWO Algorithm and NARX Neural Network Training Method
In order to improve the measurement precision and accuracy of thermocouple,this paper builds a high-precision thermocouple dynamic compensation model based on GWO algorithm and NARX neural network training method,and carries out practical research.The results show that the model has high precision and accuracy,and can effectively predict and compensate the temperature data of thermocouple,which is of great significance to improve the performance and stability of thermocouple measurement system,and can be widely used in industrial automation and environmental monitoring.
GWO algorithmNARX neural networkhigh precision thermocoupledynamic compensation model