The theory and the realization of on-line PID fast auto-tuning based on limit-cyclemethod are studied in the paper. ON - OFF relay control is used to generate limit-cycleand Self-Oscillating Adaptive System theory and Discrete Fourier Thansformation Filteralgorithm are applied to estimate critical parameters. The concept of adaptive test point isintroduced to deal with the safety in operation as well.