Optimal design and thermal performance study of a two-stage latent heat thermal energy storage technology for heating systems

•A large capacity two-stage latent heat thermal energy storage device is developed.•Matching phase change materials properties is critical for device performance.•Two-stage device outperforms single-stage device in thermal performance.•Significant boost in thermal performance occurs only when flow regime transitions.•Optimization operating strategies can enhance heating effect.