The CONtinuous-Time System IDentification (CONTSID) toolbox methods are first applied to three real-life SISO and MIMO processes selected from thermal and electro-mechanical fields to illustrate their possibilities. The application results to an industrial distillation column demonstrate in a second part that continuous-time model based system identification techniques included in the CONTSID Matlab toolbox are now mature enough to be applied to industrial processes.