Flexible operation of solar-assisted carbon capture power plants considering interval-enhanced CVaR

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS Applied Energy Pub Date : 2024-11-12 DOI:10.1016/j.apenergy.2024.124850
Shuhao Liang , Suhua Lou , Ziqing Zhu , Yongping Sun
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Abstract

Solar-assisted carbon capture power plants (SACCPPs) leverage solar thermal energy to mitigate power output loss and expand the net output range of carbon capture units, enhancing energy economy, reserve capacity, and carbon emission reduction. However, assessing the flexible operation benefits of SACCPPs in power systems with high wind power penetration is challenging due to complex thermodynamic models and limited risk assessment methods. This study addresses these gaps by proposing an innovative modeling approach and benefits evaluation framework. First, a linear flexible operation model is developed, focusing on the technical features of SACCPPs relevant to power system operation and scheduling. This model elucidates the intercoordination in power generation, carbon capture, and thermal storage. The operating ranges of various carbon capture power plants are quantitatively analyzed using a two-dimensional coordinate diagram, highlighting the flexible regulation advantages of SACCPPs. Second, an Interval-Enhanced CVaR method is introduced, which considers random variables with unknown probability distributions, refining the current CVaR-based knowledge. This method is used for a quantified risk assessment to evaluate supply-demand imbalance risks in power systems, providing a foundation for assessing SACCPPs' risk mitigation benefits. Third, a risk-aware operation scheduling model is developed to explore SACCPPs' capability in enhancing the system's energy economic benefits, risk mitigation, and carbon emissions reduction. This model aids energy administration in evaluating system gains from SACCPPs and in developing rational system-wide planning and retrofit projects. Finally, numerical simulation and sensitivity analysis results on the modified IEEE-39 bus system validate the robust adaptability and effectiveness of the proposed models and methods.
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太阳能辅助碳捕集发电厂的灵活运行(考虑间隔增强型 CVaR
太阳能辅助碳捕集电厂(SACCPPs)利用太阳能热能来减少电力输出损失,并扩大碳捕集机组的净输出范围,从而提高能源经济性、储备能力和碳减排效果。然而,由于复杂的热力学模型和有限的风险评估方法,在风电渗透率较高的电力系统中评估 SACCPP 的灵活运行效益具有挑战性。本研究通过提出创新的建模方法和效益评估框架来弥补这些不足。首先,针对 SACCPP 与电力系统运行和调度相关的技术特点,开发了线性灵活运行模型。该模型阐明了发电、碳捕集和热存储之间的相互协调。利用二维坐标图定量分析了各种碳捕集电厂的运行范围,突出了 SACCPPs 的灵活调节优势。其次,引入了区间增强 CVaR 方法,该方法考虑了具有未知概率分布的随机变量,完善了当前基于 CVaR 的知识。该方法用于量化风险评估,以评估电力系统的供需失衡风险,为评估 SACCPPs 的风险缓解效益奠定了基础。第三,开发了风险感知运行调度模型,以探索 SACCPPs 在提高系统能源经济效益、降低风险和减少碳排放方面的能力。该模型有助于能源管理部门评估 SACCPPs 带来的系统收益,并制定合理的全系统规划和改造项目。最后,对改进后的 IEEE-39 总线系统的数值模拟和敏感性分析结果验证了所提模型和方法的强大适应性和有效性。
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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