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基于冷能储存朗肯卡诺电池的混合氢储能系统用于产电与供热:性能评估与多目标人工蜂鸟优化算法
Hybrid hydrogen energy storage system assisted by cold storage Rankine Carnot battery for power and heat production: Performance assessment and multi-objective artificial hummingbird optimization algorithm
语言:
中文摘要
储能是解决可再生能源电力并网波动性的有效方案。由于氢气作为储能介质具有高能量密度,氢储能(HES)系统被认为是一种极具前景的储能技术。本文提出一种新型HES系统,该系统包含质子交换膜电解槽(PEME)、固体氧化物燃料电池(SOFC)以及废热回收型超临界CO₂再压缩循环(SRC),可在不排放CO₂的前提下同时产生电能和热负荷。为提高HES系统的往返效率,引入基于蒸气压缩制冷循环(VCR)和跨临界CO₂再生朗肯循环(TRC)的冷能储存朗肯卡诺电池(CSRCB),将低温环境与SRC及SOFC的废热进行耦合集成。采用热力学与经济性分析方法研究系统的整体性能,并通过定义一个新的改进百分比(IP)指标来评估引入CSRCB对往返效率的影响。进一步开展全面的参数敏感性分析,并采用多目标人工蜂鸟优化算法(MOAHA)以实现往返效率和放电功率的最大化,同时使单位产品成本率最小化。结果表明,引入CSRCB后,HES系统的往返效率达到74.36%,相较于基准工况提升了30.38%。在此情况下,输出㶲效率提高了89.88%,产品成本率、储能平准化成本(LCOS)和投资回收期(PP)分别降至最低值89.03美元/秒、0.2544美元/千瓦时和4.47年,净现值(NPV)达到365万美元。
English Abstract
Abstract Energy storage is an effective solution for solving grid volatility of renewable electricity. The hydrogen energy storage (HES) system is a promising energy storage technology due to the high energy density of hydrogen as an energy storage medium. In this work, a new HES system, including the proton exchange membrane electrolyzer (PEME), the solid oxide fuel cell (SOFC), and the waste heat recovery supercritical CO 2 recompression cycle (SRC) is proposed to produce power and heat load without CO 2 emission. To enhance the roundtrip efficiency of the HES system, a cold energy storage Rankine Carnot battery (CSRCB) based on a vapor compression refrigeration cycle (VCR) and transcritical CO 2 regenerative Rankine cycle (TRC) is introduced to integrate the sub-ambient temperature with SRC and SOFC waste heat. The system’s performance is studied using thermodynamic and economic methods, and the effect of employing CSRCB on the roundtrip efficiency is assessed by defining a new improvement percent (IP) index. A comprehensive parametric assessment and multi-objective artificial hummingbird optimization algorithm (MOAHA) are conducted to find the maximum roundtrip efficiency and discharge power with a minimum product cost rate. According to the results, employing CSRCB enhances the roundtrip efficiency of the HES system by 74.36 % with a 30.38 % increment relative to the base point. In this case, the discharged exergy efficiency increases by 89.88 %, and the economic indicators of product cost rate, levelized cost of storage (LCOS), and payback period (PP) decline to the minimum values of 89.03 $/s, 0.2544 $/kWh and 4.47 years, respectively, with 3.65 M$ net present value (NPV).
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SunView 深度解读
该氢储能混合系统研究对阳光电源ST系列储能变流器及PowerTitan系统具有重要参考价值。文章提出的冷储能朗肯卡诺电池技术可提升往返效率74.36%,为我司储能系统能效优化提供新思路。建议将多目标人工蜂鸟优化算法应用于ST系列PCS的能量管理策略,结合iSolarCloud平台实现氢储能与电化学储能的协同调度,提升系统经济性。该技术路线可拓展至大型储能电站的余热回收利用场景。