Site utility system optimization with operation adjustment under uncertainty

•Uncertainties are classified into time-based and probability-based uncertain factors.•Multi-period operation and recourses deal with uncertainty implementation.•Operation scheduling are specified at the design stage to deal with uncertainties.•Steam mains superheating affects steam distribution and power generation in the system.