Predicting the Distribution of Product Completion Time in Multi-Product Manufacturing Systems

Product completion time is a random variable resulting from the random disturbances in production systems that delay the processing of products unexpectedly. Existing methods for product completion time prediction mostly predict its mean value. However, mean value only accounts for the first moment of a probability distribution, and is not sufficient for depicting the full spread of the product co...