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Simulation study reveals optimal charging modes and fluids for reversible Carnot batteries, indicating superior efficiency and lower costs with heat-pump-first operation.
Carnot batteries are promising sustainable energy storage technologies for renewable electricity utilization and grid peak shaving. For broader applicability and flexible configurations, an electric-heater-assisted reversible heat pump–organic Rankine cycle Carnot battery was investigated under two charging modes using six working fluids. A thermo-economic model was developed, comprising segmented ε-NTU heat exchangers, a pressure-ratio off-design, and levelized cost of storage. Latin hypercube sampling, Gaussian process regression, global sensitivity analysis, NSGA-II, and entropy-weight TOPSIS were used for variable identification, Pareto optimization, and decision-making. The rated pressure ratio dominates round-trip efficiency under the electric-heater-first mode, whereas the evaporation temperature of the organic Rankine cycle dominates both objectives under the heat-pump-first mode. The heat-pump-first mode achieves higher round-trip efficiency and a lower levelized cost of storage for six working fluids. The R1234yf-electric-heater-first configuration is usually suitable for applications prioritizing high-temperature heat supply. However, considering environmental friendliness and sustainability, R1233zd(E)-heat-pump-first is recommended for the system, achieving 15.709% and 0.36562 $/kWh, respectively. Admittedly, the potential transient-response advantage was not quantified by the present steady-state model, which can be further investigated in the future.
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Wang et al. (2026) studied this question.
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