The security of production and supply chains is becoming increasingly important in our highly interconnected world. In order to investigate the susceptibility of supply chains to risks such as natural disasters and to minimize the resulting failures, a new model of a supply chain network is being developed. This model will be analysed theoretically and its use in the construction of optimal production and supply chains will be investigated in practice.