Introduction Battery aging plays a crucial role when designers, deployers, and maintenance teams handle home energy storage systems. Users often partially cycle batteries — meaning they don’t fully charge or discharge them every cycle — which reflects typical real-world use. However, partial cycling sometimes complicates estimating capacity loss, and honestly, it’s not always clear how