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An improved two-stage deep reinforcement learning approach for regulation service disaggregation in a virtual power plant
Managing numerous distributed energy resources (DERs) within the virtual power plant
(VPP) is challenging due to inaccurate parameters and unknown dynamic characteristics. To …
(VPP) is challenging due to inaccurate parameters and unknown dynamic characteristics. To …
A fast polytope-based approach for aggregating large-scale electric vehicles in the joint market under uncertainty
The aggregation of electric vehicles (EVs) has been advocated as an effective means to
manage and control large-scale plug-in EVs. However, the efficient aggregation is …
manage and control large-scale plug-in EVs. However, the efficient aggregation is …
不同类型虚拟电厂市场及调度特性参数聚合算法研究综述
陈会来， 张海波， 王兆霖 - **电机工程学报, 2022 - epjournal.csee.org.cn
作为参与电力市场或电网调度的先决条件, 确定虚拟电厂整体的运行特性在最**几年得到广泛
研究. 以算法的原理与优缺点为立足点, 对虚拟电厂中分布式能源的运行特性聚合方法进行综述 …
研究. 以算法的原理与优缺点为立足点, 对虚拟电厂中分布式能源的运行特性聚合方法进行综述 …
Distributed coordination of charging stations considering aggregate EV power flexibility
In recent years, electric vehicle (EV) charging stations have witnessed rapid growth.
However, effective management of charging stations is challenging due to individual EV …
However, effective management of charging stations is challenging due to individual EV …
From virtual power plant to real electricity: Summary and prospect of virtual power plant research
SUN Qiuye, YAO Jia, W Yifan - Power Generation Technology, 2023 - pgtjournal.com
With a large number of distributed energy resources connected to the grid, virtual power
plants as a distributed energy management technology have received a lot of attention …
plants as a distributed energy management technology have received a lot of attention …
Optimal aggregation of a virtual power plant based on a distribution-level market with the participation of bounded rational agents
Virtual power plants (VPPs) offer system flexibility by aggregating various distributed energy
resources (DERs) and simultaneously create profit opportunities for these DERs. A fair and …
resources (DERs) and simultaneously create profit opportunities for these DERs. A fair and …
Two-stage dynamic aggregation involving flexible resource composition and coordination based on submodular optimization
Traditional virtual power plants (VPPs) with fixed resource composition and coordination
strategies struggle to cost-effectively exploit the flexibility of large-scale resources for …
strategies struggle to cost-effectively exploit the flexibility of large-scale resources for …
Real-time operation strategy of virtual power plants with optimal power disaggregation among heterogeneous resources
The virtual power plant (VPP) can aggregate flexible resources on the demand side to
provide frequency regulation for the grid, hel** address the supply–demand balance …
provide frequency regulation for the grid, hel** address the supply–demand balance …
Integrated three-stage decentralized scheduling for virtual power plants: a model-assisted multi-agent reinforcement learning method
Virtual power plant (VPP) emerges as a promising integration and aggregation technology
that facilitates the utilization of massive flexible demand-side resources (DSRs). However …
that facilitates the utilization of massive flexible demand-side resources (DSRs). However …
Aggregate temporally coupled power flexibility of DERs considering distribution system security constraints
The proliferation of distributed energy resources (DERs) makes it possible for the power
system operator to exploit the DERs' power flexibility. Modeling the aggregate power …
system operator to exploit the DERs' power flexibility. Modeling the aggregate power …