Battery Models and Estimation Techniques for Energy Storage Systems in Residential Buildings

This paper presents a comprehensive analysis of battery models and estimation techniques, focusing on their applications in residential buildings. The paper begins by exploring various battery models, including electrochemical, electrical equivalent circuit models. Different estimation techniques through various tests are discussed to provide insights into accurate battery parameter estimation. The applications of battery models in residential buildings are then discussed, highlighting energy storage sizing, energy management and optimization, and backup power supply. Additionally, it emphasizes the significance of software tools for battery modelling and simulation. Overall, this paper serves as a valuable resource for researchers, engineers, and decision-makers involved in the design and operation of residential energy systems, enabling them to make informed decisions regarding battery selection, sizing, and control strategies.