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风电变流技术 储能系统 ★ 5.0

海上及海港能源系统中氢基础设施扩展的双层协同规划框架

A Bilevel Collaborative Planning Framework for Hydrogen Infrastructure Expansion in Offshore and Seaport Energy Systems

作者 Chengzhi Xie · Payman Dehghanian · Abouzar Estebsari · Farid Kochakkashani · Mohannad Alhazmi · David Celeita
期刊 IEEE Transactions on Sustainable Energy
出版日期 2025年9月
技术分类 风电变流技术
技术标签 储能系统
相关度评分 ★★★★★ 5.0 / 5.0
关键词 协同规划 利益冲突 海上风电 绿色氢气 双层规划模型
语言:

中文摘要

在氢能技术扩展推动脱碳背景下,海上风电与绿氢贸易引发风电场业主与海港配电网运营商间的利益冲突。本文提出一种双层协同规划模型,构建领导者-跟随者间的Stackelberg博弈:风电场业主作为领导者优化氢能设施配置以提升收益与资源利用,海港业主作为跟随者部署氢能设施以满足需求、降低成本并保障电网稳定。通过Karush-Kuhn-Tucker条件将双层问题转化为单层形式,并针对下层二元投资决策导致的KKT条件违反问题,提出连续化重构方法。案例分析验证了该模型在协调多方目标、增强系统协同性及支持可持续发展方面的有效性。

English Abstract

Collaborative planning is essential for managing conflict of interests between stakeholders, enabling coordinated decision-making, and ensuring efficient resource allocation. In the pursuit of decarbonization through hydrogen technology expansion, offshore wind power and offshore-produced green hydrogen trades create potential conflicts between offshore wind farm (OWF) owners and seaport power distribution network (PDN) operators, as they face competing interests in energy distribution, infrastructure investments, and market priorities. In the proposed collaborative planning process, the OWF owner, acting as the leader, determines the optimal sizing and deployment of hydrogen technologies to ensure profitability and maximize resource utilization. Meanwhile, the private seaport owner, as the follower, focuses on meeting hydrogen demand by deploying hydrogen technologies, optimizing operational efficiency, and reducing carbon emissions. A conflict arises as the OWF owner seeks to maximize profit by selling more power and hydrogen to the seaport, while the seaport owner aims to minimize operational costs by purchasing less from the OWF while ensuring grid stability. A bilevel collaborative planning model is introduced to formulate the Stackelberg game between the follower and the leader. Karush-Kuhn-Tucker (KKT) conditions are employed to convert the bilevel problem into its single-level counterpart. The binary investment decisions at the lower-level obstruct single-level formulation by violating KKT optimality conditions. To address this, a continuous reformulation of the lower-level problem is developed, ensuring compliance with KKT conditions. The proposed model is validated through three case studies, demonstrating its effectiveness in balancing stakeholder objectives, improving system collaboration, and supporting longterm sustainability goals
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SunView 深度解读

该双层协同规划框架对阳光电源的储能与风电产品线具有重要参考价值。首先,文中提出的Stackelberg博弈模型可用于优化ST系列储能系统在海港配电网中的部署策略,提升储氢-储电协同效率。其次,该规划方法有助于完善PowerTitan大型储能系统的能量管理算法,实现与风电场的最优协调运行。对于iSolarCloud平台,该框架可集成到智能调度模块,提供更精准的储能容量配置建议。此外,文中的连续化重构方法对储能变流器的GFM/GFL控制策略优化具有启发意义,有助于提升系统稳定性与经济性。