| 引用本文: | 王桂兰,曾康为,刘 宏,张海晓.结合区块链的园区综合能源系统可信协调优化方法[J].电力系统保护与控制,2024,52(7):168-178.[点击复制] |
| WANG Guilan,ZENG Kangwei,LIU Hong,ZHANG Haixiao.A trustworthy coordination optimization method for a comprehensive energy systemin parks based on blockchain[J].Power System Protection and Control,2024,52(7):168-178[点击复制] |
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| 摘要: |
| 分布式能源的日益普及与随之而来更复杂的能源系统结构，极大地增加了传统集中式求解能源协同优化问题的难度与成本。分布式优化方法与复杂的能源结构有良好的适配性，但缺少天然可信的协调中心，存在主体隐私保护困难、主体间交互数据真伪难辨等问题，因此提出了结合区块链的园区综合能源系统可信协调优化方法。首先，引入协调者角色组成协调委员会，并利用无偏随机排序算法选取协调者。之后，通过分解协调算法将协调优化问题解耦为上下两层的求解最优值问题，并利用区块链共识算法保障多协调者间可信。然后，设计了双区块链园区综合能源系统数据存储模型，保证数据安全和交易链效率。最后，仿真实验表明结合区块链的园区综合能源系统可信协调优化方法可公平选取协调者，有效实现园区综合能源协同优化、降低节点作恶影响、保护数据隐私，具有较好的鲁棒性和容错性。 |
| 关键词: 综合能源系统 多主体 区块链 能源协同 协调者 |
| DOI：10.19783/j.cnki.pspc.231205 |
| 投稿时间：2023-09-13修订日期：2023-12-25 |
| 基金项目:国家自然科学基金项目资助(62171185) |
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| A trustworthy coordination optimization method for a comprehensive energy systemin parks based on blockchain |
| WANG Guilan1,2,ZENG Kangwei1,2,LIU Hong3,ZHANG Haixiao1,2 |
| (1. Department of Computer, North China Electric Power University, Baoding 071003, China; 2. Hebei Key Laboratory
of Knowledge Computing for Energy & Power, Baoding 071003, China; 3. Micro Game and Competition Among
Devices based on Consensus Algorithm, State Grid Hebei Electric Power Co., Ltd. Information
and Communication Branch, Shijiazhuang 050000, China) |
| Abstract: |
| The increasing popularity of distributed energy and the accompanying more complex energy system structures have greatly increased the difficulty and cost of traditional centralized energy collaborative optimization problems. Distributed optimization methods have good adaptability to complex energy structures, but they suffer from problems such as a lack of natural and trustworthy coordination centers, difficulty in protecting subject privacy, and in distinguishing the authenticity of inter subject interaction data. This paper proposes a trustworthy coordination optimization method for an integrated energy system in a park. It combines with blockchain technology. A coordinator role is introduced to form a coordination committee, and an unbiased random sorting algorithm is used to select coordinators. The coordination optimization problem is decoupled into a two-layer optimal value problem by a decomposition coordination algorithm, and a blockchain consensus algorithm is used to ensure the trustworthiness of multiple coordinators. A data storage model is designed for a comprehensive energy system in a dual blockchain park to ensure data security and transaction chain efficiency. Simulation experiments have shown that the trustworthy coordination optimization method for the comprehensive energy system in the park, combined with blockchain, can fairly select coordinators, effectively achieve comprehensive energy coordination optimization in the park, reduce the impact of node wrongdoing, protect data privacy, and have good robustness and fault tolerance. |
| Key words: integrated energy system multi subject blockchain energy synergy coordinator |
