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储能系统技术 储能系统 多物理场耦合 ★ 5.0

点对点市场机制中通过分布式储能实现的协同行为和多能耦合

Cooperative Behaviors and Multienergy Coupling Through Distributed Energy Storage in the Peer-to-Peer Market Mechanism

作者 Zeynep Tanis · Ali Durusu
期刊 IEEE Access
出版日期 2025年1月
技术分类 储能系统技术
技术标签 储能系统 多物理场耦合
相关度评分 ★★★★★ 5.0 / 5.0
关键词 分布式储能系统 多能耦合 点对点市场 多能交易 区块链
语言:

中文摘要

分布式储能系统集成到多能源系统中因可再生能源使用增加和能源管理改善需求而受到广泛关注。本研究探索通过点对点市场促进储能的多能源耦合概念。提出创新点对点市场结构,由先进算法支持,实现产消者间直接能源交易。通过系统方法解决关键挑战,涵盖用户注册、涉及电力热力和燃气的多能源系统、储能成本优化、多能源交易和基于区块链的交易。联盟区块链框架确保安全私密注册。点对点网络促进多能源交易,实现高效能源生成和储能。开发储能虚拟化模型以最小化储能成本,非线性规划多目标模型优化电池储能。对于多能源交易,引入不确定性下的Nash讨价还价,允许参与者根据贡献协商。所提模型性能与传统点对点能源交易和Q学习算法对标。使用基于区块链的支付系统保护交易。使用Matlab-R2023b网络模拟器实施,使用各种性能指标评估结果。

English Abstract

The integration of distributed energy storage systems into multienergy systems has garnered significant attention due to the increased use of renewable energy sources and the demand for improved energy management. This study explores the concept of multienergy coupling by facilitating energy storage through a peer-to-peer marketplace. An innovative peer-to-peer market structure is proposed, supported by advanced algorithms, to enable direct energy trading among prosumers. Key challenges are addressed through a systematic methodology, encompassing user registration, multienergy systems involving electricity, heat, and gas, storage cost optimization, multienergy trading, and blockchain-based transactions. A consortium blockchain-based framework ensures secure and private registration. A peer-to-peer network facilitates multienergy trading, enabling efficient energy generation and storage. A storage virtualization model is developed to minimize storage costs, and a nonlinear programming multiobjective model optimizes battery energy storage. For multienergy trading, Nash bargaining under uncertainty is introduced, allowing participants to negotiate based on their contributions. The proposed model’s performance is benchmarked against conventional peer-to-peer energy trading and the Q-learning algorithm. Transactions are secured using blockchain-based payment systems. The implementation is carried out using Matlab-R2023b Network Simulator, and the results are evaluated using various performance metrics.
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SunView 深度解读

该点对点多能交易技术对阳光电源虚拟电厂和能源互联网解决方案有前瞻性参考价值。阳光iSolarCloud平台可探索点对点能源交易功能,实现分布式光伏储能资源的市场化交易。区块链技术可应用于阳光能源交易平台,确保交易安全和数据可信。多能源耦合的思路可启发阳光拓展综合能源服务。储能虚拟化模型对阳光云储能和共享储能业务有借鉴意义。Nash讨价还价算法可应用于阳光虚拟电厂的分布式协商机制,实现多主体利益平衡和系统优化。