在分布式能源系统管理中,分解去中心化-安全-隐私三难题
Qinghan Sun1, Huan Ma1, Tian Zhao1,2
1Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Engineering Mechanics, Tsinghua University, Beijing, China.
Nature communications
|May 27, 2024
概括
本研究介绍了使用区块链技术的去中心化能源管理框架. 它提高了安全性和隐私,同时降低了用户的能源成本.
科学领域:
- 能源系统工程 能源系统工程
- 计算机科学和信息技术 计算机科学和信息技术
- 经济学 经济学 经济学
背景情况:
- 分散的能源系统需要管理方案,最大限度地提高社会福利,尽管分散的所有权.
- 现有的去中心化管理方案经常面临安全或隐私方面的挑战.
- 对分布式能源资源的安全,私有和高效管理的需求正在增长.
研究的目的:
- 开发一个去中心化的框架来管理分布式能源系统,以解决安全和隐私方面的问题.
- 为了利用区块链和可并行算法的强大和可验证的能源管理.
- 提高整体社会福利,降低能源系统的运营成本.
主要方法:
- 一个去中心化的框架,将区块链技术与可并行的数学算法集成在一起.
- 系统所有者对成本函数和运营约束进行掩盖的投标.
- 由同行可验证地解决子问题,由区块链再分配促进.
- 代交换决策和影子价格以达到平衡.
主要成果:
- 该框架确保了多种能源的分散,保护隐私和安全管理.
- 在测试系统中,系统总成本被证明减少了3.0%7.5%.
- 通过代决策和影子价格交换实现平衡状态.
结论:
- 拟议的框架有效地克服了分散能源管理中的安全和隐私缺点.
- 该系统通过降低成本和促进电网竞争力,有利于能源前期消费者.
- 这种方法支持更积极,更有效的电网基础设施.
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