Federated Aggregation of Demand Flexibility
arXiv.orgThis paper proposes a federated framework for demand flexibility aggregation to support grid operations. Unlike existing geometric methods that rely on a static, pre-defined base set as the geometric template for aggregation, our framework establishes a true federated process by enabling the collaborative optimization of this base set without requiring
Dong, Yifan, Chen, Ge, Qin, Junjie
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Multi-Time Scale Control of Demand Flexibility in Smart Distribution Networks [PDF]
, 2017 This paper presents a multi-timescale control strategy to deploy electric vehicle (EV) demand flexibility for simultaneously providing power balancing, grid congestion management, and economic benefits to participating actors.
Bishnu Bhattarai +3 more
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Demand Flexibility Management for Buildings-to-Grid Integration with Uncertain Generation
Energies, 2020 We present a Buildings-to-Grid (BtG) integration framework with intermittent wind-power generation and demand flexibility management provided by buildings.
Vahab Rostampour +2 more
doaj +2 more sources
Community-scale interaction of energy efficiency and demand flexibility in residential buildings
, 2021 Prateek Munankarmi +5 more
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Tri-Level Scheduling Model Considering Residential Demand Flexibility of Aggregated HVACs and EVs Under Distribution LMP [PDF]
IEEE Transactions on Smart Grid, 2021 Residential loads, especially heating, ventilation and air conditioners (HVACs) and electric vehicles (EVs), have great potentials to provide demand flexibility which is an attribute of grid-interactive efficient buildings (GEB). Under this new paradigm,
Xiaofei Wang +7 more
semanticscholar +1 more source
Modeling and Analysis of Utilizing Cryptocurrency Mining for Demand Flexibility in Electric Energy Systems: A Synthetic Texas Grid Case Study [PDF]
IEEE Power & Energy Society General Meeting, 2022 The electricity sector is facing the dual challenge of supporting increasing level of demand electrification while substantially reducing its carbon footprint.
Ali Menati, Kiyeob Lee, Le Xie
semanticscholar +1 more source
How Much Demand Flexibility Could Have Spared Texas from the 2021 Outage? [PDF]
Advances in Applied Energy, 2022 The February 2021 Texas winter power outage has led to hundreds of deaths and billions of dollars in economic losses, largely due to the generation failure and record-breaking electric demand.
Dongqi Wu +7 more
semanticscholar +1 more source
Estimating Demand Flexibility Using Siamese LSTM Neural Networks [PDF]
IEEE Transactions on Power Systems, 2021 There is an opportunity in modern power systems to explore the demand flexibility by incentivizing consumers with dynamic prices. In this paper, we quantify demand flexibility using an efficient tool called time-varying elasticity, whose value may change
G. Ruan +4 more
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Energies, 2021 The transition from fossil fuel-based to renewable energy sources is one of the main economic and social challenges of the early 21st century. Due to the volatile character of wind and solar power production, matching supply and demand is essential for ...
Lucas Roth +2 more
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Modeling Demand Flexibility of RES-based Virtual Power Plants [PDF]
IEEE Power & Energy Society General Meeting, 2021 In this paper, an approach to evaluate the benefits of demand flexibility for Virtual Power Plants (VPPs) is presented. The flexible demands chosen in this study are part of a renewable energy source-based VPP that participates in Day-Ahead Market (DAM ...
Oluwaseun Oladimeji +5 more
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