Model predictive approaches for cost-efficient building climate control with seasonal energy storage

•Two concepts are presented which optimally operate a building with seasonal storage.•Comparison of the control hierarchies of objective and constraint-based tracking.•Sensitivity analysis on the electricity price, weather data and control parameters.•Objective-based tracking approach copes without a higher-level scheduling hierarchy.