Simulation optimization-based decision support tool for steel manufacturing

► We show the use of simulation optimization-based tool for complex industrial systems. ► Solution methodology provides high quality support decisions in short time. ► We develop a strategic and tactical decision support tool for steelmaking firm. ► We examine the impact of inventory practices and process capabilities on daily cost. ► Cost savings up to 75% realized through inventory policy and operational changes.