Abstract: Planning and scheduling optimization plays an important role in process industry，however various uncertainties reduce the effectiveness of ‘optimal’ plan or schedule obtained through the deterministic model，which tend to be suboptimal or even infeasible in the uncertain environment. This paper reviews the state-of-the-art research of planning and scheduling under uncertainty in process industry. The challenge and development trend in this field are also presented.