Development of RC model for thermal dynamic analysis of buildings through model structure simplification

Data-driven models based on thermal resistor-capacitor networks (RC models) are useful in enhancing the energy performance of buildings. This paper presents a simple yet effective methodology to obtain reliable RC models for thermal dynamics of houses. In this methodology, complex preliminary model structures are first created based on physical principles and then simplified by progressively removing non-identifiable parameters to obtain the...