Research on self-tuning PID control strategy based on BP neural network

High-throughput semiconductor PCR temperature control system based on BP neural network

“…Adaptive update speed: The BP neural network-based PID algorithm has a fast adaptive update speed, enabling it to respond to system changes in a short period of time [4] . In comparison, traditional PID algorithms require a longer time to readjust parameters.…”