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工业级电解质支撑固体氧化物电解堆用于费托合成的实验设计研究及基于模型的工艺参数优化
Design of Experiment investigation and model-based process parameter optimisation of industrial-sized electrolyte supported solid oxide electrolysis stack for downstream Fischer–Tropsch synthesis
| 作者 | Felix Mütter · Pavle Boskoski · Stefan Megel · Christoph Hochenauer · Vanja Suboti |
| 期刊 | Energy Conversion and Management |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 327 卷 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 工商业光伏 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | Quantifying operation parameters’ impact on stack voltage and gas composition. |
语言:
中文摘要
摘要 在电能转其他能源(PtX)系统中,优化固体氧化物电解槽(SOE)的性能是提升其竞争力和效率的关键挑战,尤其是在电子燃料(E-Fuels)和可持续航空燃料(SAF)的生产中。本文提出了一种系统性的方法来优化SOE电堆的工艺参数。通过在工业规模的SOE电堆上开展实验,研究了不同工艺参数对电压以及产物气体组成的影响,这些产物气可用于后续的费托(FT)反应器。所考察的工艺参数包括空气出口温度、燃料流量、反应物转化率、进料中H2x/COy比例以及反应物/产物比例。为了确定各参数的独立效应及其交互作用,采用了中心复合内接(CCI)实验设计(DoE)方案进行测试规划。实验发现,随着温度变化,电堆电压表现出非线性特征,并且在反应物转化率、反应物含量和燃料流量等参数之间对目标参数——电堆电压——存在显著的交互作用。提高产物气中的H2/CO比例可通过增加进料气体中H2x/COy比例,或降低反应物转化率或温度实现。同时测量了电池内部的空间温度分布和电化学阻抗谱,以对观测结果提供可能的解释。基于实验结果建立了两个响应面模型,并与遗传算法(GA)耦合,用于优化SOE的运行参数,从而获得了适用于PtX工厂的多种合适的SOE单元操作参数。本研究量化了主要因素及其交互作用对电堆电压和产物气组成的影响,所建立的模型可被复现并应用于后续相关研究工作中。
English Abstract
Abstract Optimising the performance of Solid Oxide Electrolysers (SOE) in Power-to-X (PtX) systems is a key challenge to increase competitiveness and improve efficiency, especially in the production of E-Fuels and Sustainable Aviation Fuel (SAF). This work proposes a systematic approach to optimising SOE stack parameters. Experiments were carried out on an industrial-sized SOE stack to understand how process parameters affect voltage and product gas composition, which can then be used in a Fischer–Tropsch (FT) reactor. The process parameters investigated were air outlet temperature, fuel flow rate, reactant conversion rate, H 2 x/CO y -ratio and reactant/product ratio. To determine the isolated and interactive effects of each parameter, a central composite inscribed (CCI) Design of Experiments (DoE) test plan was used. Non-linear characteristics of the stack voltage were observed as the temperature was varied and strong interaction effects were detected for the reactant conversion rate, educt content and fuel flow rate parameters on the target parameter stack voltage. The H 2 /CO-ratio of the product gas can be increased by increasing the H 2 x/CO y -ratio of the inlet composition , or by decreasing the reactant conversion rate or temperature. Spatial temperature distribution in the cell and electrochemical impedance spectroscopy were measured to derive possible explanations for the observations made. Two response models were derived from test results and coupled with an GA to optimise SOE operating parameters. This resulted in several suitable SOE unit operation parameters within a PtX plant. The work provided a quantification of main and interaction effects on stack voltage and product gas composition, which can be used to reconstruct the models and use them in further work.
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SunView 深度解读
该固态氧化物电解槽优化研究对阳光电源PowerTitan储能系统及PtX绿色制氢方案具有重要参考价值。文中采用的DoE实验设计方法和多参数协同优化策略,可应用于ST系列PCS的电化学储能系统控制优化,特别是温度场管理、转换效率提升和气体配比控制。结合iSolarCloud平台的预测性维护能力,可实现光伏-储能-制氢全链条的智能调度,为工商业光伏耦合绿氢生产提供系统级解决方案,助力可持续航空燃料等E-Fuels应用场景拓展。