Value of modular production concepts in future chemical industry production networks.

•Presents opportunities of modular production concepts for chemical industries.•Analysis of planning requirements associated with future production technology.•New model formulations for tactical planning of modular production networks.•Proposed models are applied to an exemplary real-world case from chemical industry.•Investigates the value of the new flexibility options in an exemplary case study.