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This article presents a new method of fault detection for the two‐stage chemical reactor system. The process can be carried out effectively in the presence of the time‐delay and the unknown inputs and the parameter uncertainties by using the observer‐based method technique. In order to detect the actuator fault, a novel unknown input observer is employed as the residual generator. Multi‐objective...