Nanoparticles improve the thermal conductivity of PCMs, addressing a critical limitation. Enhanced thermal conductivity results in faster heat transfer, which is crucial for applications requiring rapid energy storage and release. Moreover, nanoparticles can also improve the mechanical strength and stability of PCMs.