A blockchain-based optimal peer-to-peer energy trading framework for decentralized energy management with in a virtual power plant: Lab scale studies and large scale proposal

IF 11 1区 工程技术 Q1 ENERGY & FUELS
Khandoker Shahjahan Alam, A.M.A. Daiyan Kaif, Sajal K. Das
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Abstract

The integration of distributed energy resources (DERs) such as wind, solar, batteries, etc. into the grid presents opportunities as well as challenges with regard to efficient coordination and trading. Virtual power plants (VPPs) have emerged as an important paradigm for aggregating and managing numerous DERs. This paper proposes a decentralized blockchain-based peer-to-peer (P2P) multilayer energy trading framework to facilitate optimized coordination of DERs within a VPP context. A control center, prosumers, and service operators constitute the model’s multi-layered architecture. Profits from feed-in tariffs, ancillary services, and P2P sales are optimized for revenue while expenses are minimized using a mixed-integer linear programming formulation. Smart contracts enable prosumers to trade energy units in the Ethereum blockchain with ease via a participatory web platform. The effectiveness of the framework in synchronizing power supply and demand within the VPP by coordinating the charging and discharging of storage systems in accordance with consumption patterns is demonstrated through performance evaluation. In contrast to conventional centralized architectures, the proposed framework utilized decentralized architecture efficiently consolidates and optimizes distributed energy resources (DERs) to improve grid stability and renewable energy utilization.

Abstract Image

基于区块链的最优点对点能源交易框架,用于虚拟发电厂的分散式能源管理:实验室规模研究和大规模建议
风能、太阳能、电池等分布式能源资源(DER)与电网的整合为高效协调和交易带来了机遇和挑战。虚拟发电厂(VPP)已成为聚集和管理众多 DER 的重要范例。本文提出了一种基于区块链的去中心化点对点(P2P)多层能源交易框架,以促进虚拟发电厂内 DERs 的优化协调。控制中心、用户和服务运营商构成了该模型的多层架构。上网电价、辅助服务和 P2P 销售的利润通过混合整数线性规划公式进行收入优化,而支出则通过混合整数线性规划公式进行最小化。智能合约使用户能够通过参与式网络平台在以太坊区块链上轻松交易能源单位。通过性能评估,证明了该框架能根据消费模式协调储能系统的充放电,从而同步 VPP 内的电力供应和需求。与传统的集中式架构相比,所提出的框架利用分散式架构有效地整合和优化了分布式能源资源(DER),从而提高了电网的稳定性和可再生能源的利用率。
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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