US Patent 9824318 Generating labor requirements

Disclosed are various implementations for a labor recommendation application. Historical worker assignments and work buffer states for materials processing facilities are selected. Lost labor times are determined as a function of the historical worker assignments and buffer states. A statistical analysis is performed on the lost labor times, the historical worker assignments, or the work buffer states. A labor recommendation for a materials processing facility to minimize estimated lost labor time.