Bio-based PCMs are eco-friendly thermal energy storage materials derived from renewable organic sources, such as plant oils (e.g., coconut, palm), animal fats, or biomass byproducts. They offer a sustainable alternative to petroleum-based paraffins, balancing high thermal performance with reduced carbon footprint.