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面向输电系统的分布式分层交易式能量管理

Distributed Hierarchical Transactive Energy Management to Exploit Flexibilities in Transmission Systems

作者
期刊 现代电力系统通用与清洁能源学报
出版日期 2025年9月
卷/期 第 2025 卷 第 5 期
技术分类 控制与算法
技术标签 模型预测控制MPC 微电网 调峰调频 并网逆变器
相关度评分 ★★★★ 4.0 / 5.0
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中文摘要

本文提出一种分布式分层交易式能量管理(TEM)方案,利用边缘资源聚合灵活性缓解输电系统峰荷与线路阻塞问题;采用CE-ADMM+DD混合分解法及动态约束割平面(DC-CP)算法,提升可扩展性、收敛速度与求解精度。

English Abstract

Advanced management algorithms are required in modern power systems to sustain energy supply with the high-est availability and lowest cost.These algorithms need to be ca-pable of not only maintaining scalability,tractability,and priva-cy,but also enabling the utilization of grid-edge aggregated flex-ibilities in transmission systems.This paper proposes a distrib-uted hierarchical transactive energy management(TEM)scheme to manage peak load and line congestion problems us-ing connected and aggregated flexibilities.In the scheme,re-source owners can privately solve their respective preference problems and send their scheduled power to the corresponding node operator(NO).Afterward,NOs solve a coordination prob-lem to harmonize the actions of resource owners at the same node.Meanwhile,the independent system operator(ISO)up-dates control signals to steer the scheduled power to a feasible and optimal point.To accomplish all these,a hybrid decomposi-tion approach is further proposed based on consensus+exchange alternating direction method of multipliers(CE-ADMM)and dual decomposition(DD)(CE-ADMM+DD).Besides,a dynami-cally constrained cutting plane(DC-CP)update algorithm is evolved to control the feasibility condition and minimize sensi-tivity to initialization.The proposed hybrid decomposition ap-proach is verified and its performance is compared with other reported approaches.Application to various networks verifies its scalability,enhanced accuracy,and convergence speed.
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SunView 深度解读

该TEM框架可深度赋能阳光电源iSolarCloud智能运维平台与PowerTitan/ST系列储能PCS的协同调度能力,尤其适用于光储一体化电站参与省级/区域级辅助服务市场。建议将DC-CP优化模块嵌入iSolarCloud边缘侧控制器,提升ST系列PCS在多时间尺度下的响应鲁棒性;同时为组串式逆变器集成轻量化TEM代理提供算法基础,支撑构网型光储系统参与调峰调频。