Because coal preparation is a key part of coal production, coal preparation plants need to be overdesigned to ensure a high level of confidence in plant throughputs being achieved. This paper describes computational methods for selecting overdesign factors for coal preparation plants on the basis of design data uncertainty and the degree of confidence required in plant performance.