基于 SDDP 的海上风电-氢能系统协调规划:中国沿海省份案例研究

IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC International Journal of Electrical Power & Energy Systems Pub Date : 2024-11-07 DOI:10.1016/j.ijepes.2024.110341
Tao Qian , Qiyu Wu , Qinran Hu , Zishan Guo , Zaijun Wu
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引用次数: 0

摘要

海上风电氢系统(OW-EHS)的协调发展具有提高可再生能源利用率和实现碳中和的潜力。本文以中国沿海九省为案例,设计了四种情景,分析了海上风电制氢系统的经济效益和潜在制氢能力。文章提出了一种基于多阶段随机二元动态编程的方法来整合 OW-EHS,探索海上风能作为沿海地区主要电力来源和电解槽清洁、可持续能源的可能性。该方法考虑了氢气需求、风力不确定性、负荷曲线和电价动态等方面的变化,为海上风电-氢气协作系统的可行性和效益提供了一个全面的视角。对比分析凸显了所提规划方法的有效性,证明其有能力最大化整个系统的效益,包括最优化的平准化能源成本和制氢成本。新发现阐明了沿海省份在 OW-EHS 中的独特属性和优势。这项研究为中国沿海省份利用其海上风电潜力和加快实现碳中和提供了量身定制的蓝图。
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Coordinated planning for offshore wind and electricity–hydrogen system based on SDDP: A case study of coastal provinces in China
The coordinated development of offshore wind and electricity–hydrogen systems (OW-EHS) has the potential to enhance the utilization of renewable energy sources and achieve carbon neutrality. This article presents a case study of nine coastal provinces in China and designs four scenarios to analyze the economic benefits and potential hydrogen production capacity of OW-EHS. A multi-stage stochastic dual dynamic programming based approach is proposed for integrating OW-EHS, exploring offshore wind energy as both a primary electricity source for coastal regions and a clean, sustainable energy source for electrolyzers. It accounts for variations in hydrogen demand, wind uncertainty, load profiles, and electricity price dynamics, offering a holistic perspective on the feasibility and benefits of collaborative offshore wind and electricity–hydrogen systems. A comparative analysis highlights the effectiveness of the proposed planning approach, demonstrating its capacity to maximize the overall system benefits, encompassing both the optimal levelized cost of energy and hydrogen production. The new discoveries elucidate the unique attributes and advantages of each coastal province in OW-EHS. This research provides a tailored blueprint for coastal provinces in China to harness their offshore wind potential and accelerate progress towards carbon neutrality.
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来源期刊
International Journal of Electrical Power & Energy Systems
International Journal of Electrical Power & Energy Systems 工程技术-工程:电子与电气
CiteScore
12.10
自引率
17.30%
发文量
1022
审稿时长
51 days
期刊介绍: The journal covers theoretical developments in electrical power and energy systems and their applications. The coverage embraces: generation and network planning; reliability; long and short term operation; expert systems; neural networks; object oriented systems; system control centres; database and information systems; stock and parameter estimation; system security and adequacy; network theory, modelling and computation; small and large system dynamics; dynamic model identification; on-line control including load and switching control; protection; distribution systems; energy economics; impact of non-conventional systems; and man-machine interfaces. As well as original research papers, the journal publishes short contributions, book reviews and conference reports. All papers are peer-reviewed by at least two referees.
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