Multi-objective optimization and design of a Carnot Battery for energy storage applications

被引:0
作者
Silva, Ivo [1 ]
Santos, Marcio [1 ]
Ribeiro, Jose B. [1 ]
机构
[1] Univ Coimbra, Dept Mech Engn, ADAI, Rua Luis Reis Santos,Polo 2, P-3030788 Coimbra, Portugal
关键词
Carnot battery; Heat pump; Organic rankine cycle; Multi-objective optimization; Working fluid selection; FLUID; COST;
D O I
10.1016/j.ecmx.2025.101065
中图分类号
O414.1 [热力学];
学科分类号
摘要
This study presents a numerical design and optimization of a Heat Pump-Organic Rankine Cycle based Carnot Battery, focusing on determining the optimal nominal operating conditions for selecting key components for the construction of a small-scale test rig. Initially, the mathematical models of the six Carnot batteries are established and validated by published literature data. Afterwards, the optimization procedure is divided into a singleobjective optimization and a multi-objective optimization, focusing on balancing three key performance parameters of the system: energetic, exergetic and economic. In the single-objective optimization, six distinct system configurations and sixteen combinations of four environmentally friendly working fluids were subjected to analysis. A score was assigned to each combination of working fluids and system configurations. The set with the highest score undergoes multi-objective optimization to obtain a Pareto front and determine the optimal operating condition. The use of regenerators in both heat pump and organic Rankine cycle with R1233zd(E)R1233zd(E) as the working fluid combination achieves the optimal balance between thermodynamic and economic performance. The combinations using R1234ze(Z) in the HP cycle also yielded excellent results in all systems. The design condition of the lab-scale system achieves a roundtrip efficiency of 81.30 % and LCOS of 1.09 <euro>/kWh.
引用
收藏
页数:26
相关论文
共 55 条
[1]  
Arpagaus C, 2018, High temperature heat pumps: market overview, state of the art, research status, refrigerants, and application potentials, DOI [10.1016/j.energy.2018.03.166, DOI 10.1016/J.ENERGY.2018.03.166]
[2]  
Bahrami M, 2022, Low global warming potential (GWP) working fluids (WFs) for Organic Rankine Cycle (ORC) applications, DOI [10.1016/j.egyr.2022.01.222, DOI 10.1016/J.EGYR.2022.01.222]
[3]   A review of working fluid and expander selections for organic Rankine cycle [J].
Bao, Junjiang ;
Zhao, Li .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2013, 24 :325-342
[4]   Pure and Pseudo-pure Fluid Thermophysical Property Evaluation and the Open-Source Thermophysical Property Library CoolProp [J].
Bell, Ian H. ;
Wronski, Jorrit ;
Quoilin, Sylvain ;
Lemort, Vincent .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2014, 53 (06) :2498-2508
[5]   Investigation and optimization of a solar-assisted pumped thermal energy storage system with flat plate collectors [J].
Bellos, Evangelos ;
Tzivanidis, Christos ;
Said, Zafar .
ENERGY CONVERSION AND MANAGEMENT, 2021, 237
[6]  
Cengel Y.A., 2015, HEAT MASS TRANSFER F, V5th
[7]  
Cerbos, Cerbos storage tanks
[8]   A review of thermodynamic cycles and working fluids for the conversion of low-grade heat [J].
Chen, Huijuan ;
Goswami, D. Yogi ;
Stefanakos, Elias K. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2010, 14 (09) :3059-3067
[9]  
Coker AK, 2013, Ludwig's applied process design for chemical and petrochemical plants, V4th
[10]   R1224yd(Z), R1233zd(E) and R1336mzz(Z) as replacements for R245fa: Experimental performance, interaction with lubricants and environmental impact [J].
Dawo, Fabian ;
Fleischmann, Jonas ;
Kaufmann, Florian ;
Schifflechner, Christopher ;
Eyerer, Sebastian ;
Wieland, Christoph ;
Spliethoff, Hartmut .
APPLIED ENERGY, 2021, 288