Thomas Kirschstein provides an overview of methods and approaches for planning and optimizing large-scale chemical production networks. The focus is on integrated modeling of chemical production processes, logistical processes, and environmental effects. A hybrid simulation framework is designed, taking into account time series models for modeling chemical production processes, linear optimization models for describing logistical processes, and stochastic processes for modeling environmental effects.