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相关论文: Aggregated Demand Response Modelling for Future Gr…

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Supply Shortage Outages are a major concern during peak demand for developing countries. In the Philippines, commercial loads have unused backup generation of up to 3000 MW, at the same time there are shortages of as much as 700 MW during…

系统与控制 · 计算机科学 2017-07-27 Miguel Alberto Mercado , Roy Dong , Allan Nerves

Electrical Distribution Systems are extensively penetrated with Distributed Energy Resources (DERs) to cater the energy demands with the general perception that it enhances the system's resilience. However, integration of DERs may adversely…

系统与控制 · 电气工程与系统科学 2023-11-07 Divyanshi Dwivedi , Pradeep Kumar Yemula , Mayukha Pal

Demand response provides utilities with a mechanism to share with end users the stochasticity resulting from the use of renewable sources. Pricing is accordingly used to reflect energy availability, to allocate such a limited resource to…

人工智能 · 计算机科学 2016-06-08 Andrea Monacchi , Wilfried Elmenreich

In this work, we present a detailed model of a Renewable Energy Source (RES)-based Virtual Power Plant (VPP) that participates in Day-Ahead Market (DAM) and Intra-Day Market (IDM) with dispatchable and non-dispatchable RESs and flexible…

系统与控制 · 电气工程与系统科学 2021-12-07 Oluwaseun Oladimeji , Alvaro Ortega , Lukas Sigrist , Luis Rouco , Pedro Sanchez-Martin , Enrique Lobato

The integration of photovoltaic (PV) systems, stationary energy storage systems (ESSs), and electric vehicles (EVs) alongside demand response (DR) programmes in industrial parks presents opportunities to reduce costs and improve renewable…

系统与控制 · 电气工程与系统科学 2026-04-07 Meng Yuan , Tinghui Yan , Zhezhuang Xu

The dynamics of power consumption constitutes an essential building block for planning and operating energy systems based on renewable energy supply. Whereas variations in the dynamics of renewable energy generation are reasonably well…

As an efficient way to integrate multiple distributed energy resources and the user side, a microgrid is mainly faced with the problems of small-scale volatility, uncertainty, intermittency and demand-side uncertainty of DERs. The…

机器学习 · 计算机科学 2022-11-14 Jinsong Sang , Hongbin Sun , Lei Kou

We show how to value both variable generation and energy storage to enable them to be integrated fairly and optimally into electricity capacity markets. We develop theory based on balancing expected energy unserved against costs of capacity…

最优化与控制 · 数学 2021-08-10 Stan Zachary , Amy Wilson , Chris Dent

This paper proposes a robust demand-side control algorithm in a smart grid environment for heating, ventilation and air conditioning (HVAC) systems. A robust model predictive control (RMPC) scheme in a receding horizon fashion is deployed,…

系统与控制 · 计算机科学 2018-06-25 Sarmad Hanif , D. F. R. Melo , Mehdi Maasoumy , Tobias Massier , Thomas Hamacher , Thomas Reindl

Due to its reduced communication overhead and robustness to failures, distributed energy management is of paramount importance in smart grids, especially in microgrids, which feature distributed generation (DG) and distributed storage (DS).…

最优化与控制 · 数学 2015-03-20 Yu Zhang , Nikolaos Gatsis , Georgios B. Giannakis

How can short-term energy consumption be accurately forecasted when sensor data is noisy, incomplete, and lacks contextual richness? This question guided our participation in the \textit{2025 Competition on Electric Energy Consumption…

机器学习 · 计算机科学 2025-10-21 Sarah Al-Shareeda , Gulcihan Ozdemir , Heung Seok Jeon , Khaleel Ahmad

Power companies such as Southern California Edison (SCE) uses Demand Response (DR) contracts to incentivize consumers to reduce their power consumption during periods when demand forecast exceeds supply. Current mechanisms in use offer…

计算机科学与博弈论 · 计算机科学 2017-05-23 Reshef Meir , Hongyao Ma , Valentin Robu

Electric vehicle (EV) charging stations represent a substantial load with significant flexibility. The exploitation of that flexibility in demand response (DR) algorithms becomes increasingly important to manage and balance demand and…

人工智能 · 计算机科学 2022-03-04 Manu Lahariya , Nasrin Sadeghianpourhamami , Chris Develder

Global warming is endangering the earth's ecosystem. It is imperative for us to limit green house gas emissions in order to combat rising global average temperatures. One way to move forward is the integration of renewable energy resources…

信号处理 · 电气工程与系统科学 2019-05-14 Matthias Pilz , Luluwah Al-Fagih

The installation and operation distributed energy resources (DER) and the electrification of the heat supply significantly changes the interaction of the residential building stock with the grid infrastructure. Evaluating the mass…

Flexibility of small loads, in particular from Electric Vehicles (EVs), has recently attracted a lot of interest due to their possibility of participating in the energy market and the new commercial potentials. Different from existing work,…

计算工程、金融与科学 · 计算机科学 2018-05-28 Emmanouil Valsomatzis , Torben Bach Pedersen , Alberto Abello

Power distribution networks are increasingly hosting controllable and flexible distributed energy resources (DERs) that, when aggregated, can provide ancillary support to transmission systems. However, existing aggregation schemes often…

系统与控制 · 电气工程与系统科学 2026-01-22 Hyeongon Park , Daniel K. Molzahn , Rahul K. Gupta

The increasing penetration of renewable energy in recent years has led to more uncertainties in power systems. In order to maintain system reliability and security, electricity market operators need to keep certain reserves in the…

最优化与控制 · 数学 2015-12-21 Hongxing Ye , Zuyi Li

The large integration of variable energy resources is expected to shift a large part of the energy exchanges closer to real-time, where more accurate forecasts are available. In this context, the short-term electricity markets and in…

The battery energy storage system (BESS) has immense potential for enhancing grid reliability and security through its participation in the electricity market. BESS often seeks various revenue streams by taking part in multiple markets to…

系统与控制 · 电气工程与系统科学 2024-03-01 Jinhao Li , Changlong Wang , Yanru Zhang , Hao Wang