Control of an industrial process involves many cascade control systems as well as single control loops, all of which interact with each other. Therefore, from a plant-wide point of view, the industrial process can be regarded as an enormous multivariable control system. To access the performance of industrial process control, it is extremely useful to identify its dynamics. This study proposes a technique for systematic plant-wide closed loop identification.