Cyber-Physical System (CPS) is a new generation of physical, biological and engineered systems which use the computing and communication core to monitor, coordinate, control and integrate their operations. This plays a key role for developing the smart plants in industry 4.0. For more clarification on it, the paper will have a review on its architecture, applications and challenges.