We model an emergency operations scheduling problem with tardiness penalties.
The lead times (waiting, production and transportation times) are considered.
Through a structure analysis of the problem, solvable cases are identified.
A heuristic algorithm based on a mixed integer programming is developed.
The algorithm runs very fast and has small errors in numerical experiment.