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相关论文: Utilizing Device-level Demand Forecasting for Flex…

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By using small computing devices deployed at user premises, Autonomous Demand Response (ADR) adapts users electricity consumption to given time-dependent electricity tariffs. This allows end-users to save on their electricity bill and…

系统与控制 · 电气工程与系统科学 2021-06-22 T. Mancini , F. Mari , I. Melatti , I. Salvo , E. Tronci , J. K. Gruber , B. Hayes , M. Prodanovic , L. Elmegaard

Incentivizing flexible consumption of end-users is key to maximizing the value of local exchanges within Renewable Energy Communities. If centralized coordination for flexible resources planning raises concerns regarding data privacy and…

系统与控制 · 电气工程与系统科学 2026-01-12 Thomas Stegen , Julien Allard , Noé Diffels , François Vallée , Mevludin Glavic , Zacharie De Grève , Bertrand Cornélusse

Residential consumers can use the demand response program (DRP) if they can utilize the home energy management system (HEMS), which reduces consumer costs by automatically adjusting air conditioning (AC) setpoints and shifting some…

系统与控制 · 电气工程与系统科学 2023-05-16 Reza Nematirad , M. M. Ardehali , Amir Khorsandi

Demand response (DR) has been demonstrated to be an effective method for reducing peak load and mitigating uncertainties on both the supply and demand sides of the electricity market. One critical question for DR research is how to…

机器学习 · 计算机科学 2023-06-27 Jun Song , Chaoyue Zhao

The increasing penetration of renewable energy sources introduces significant challenges to power grid stability, primarily due to their inherent variability. A new opportunity for grid operation is the smart integration of electricity…

最优化与控制 · 数学 2025-10-30 Janik Pinter , Frederik Zahn , Maximilian Beichter , Ralf Mikut , Veit Hagenmeyer

To ensure security of supply in the power sector, many countries are already using or discussing the introduction of capacity mechanisms. Two main types of such mechanisms include capacity markets and capacity reserves. Simultaneously, the…

综合经济学 · 经济学 2025-06-18 Franziska Klaucke , Karsten Neuhoff , Alexander Roth , Wolf-Peter Schill , Leon Stolle

Price responsiveness is a major feature of end use customers (EUCs) that participate in demand response (DR) programs, and has been conventionally modeled with static demand functions, which take the electricity price as the input and the…

机器学习 · 计算机科学 2020-06-09 Hanchen Xu , Hongbo Sun , Daniel Nikovski , Kitamura Shoichi , Kazuyuki Mori

Plug-in Electric Vehicles (PEVs) are a rapidly developing technology that can reduce greenhouse gas emissions and change the way vehicles obtain power. PEV charging stations will most likely be available at home and at work, and…

最优化与控制 · 数学 2011-12-06 Nicole Taheri , Robert Entriken , Yinyu Ye

Harnessing flexibility from distributed energy resources (DER) to participate in various markets while accounting for relevant technical and commercial constraints is essential for the development of low-carbon grids. However, there is no…

系统与控制 · 电气工程与系统科学 2021-07-13 Shariq Riaz , Pierluigi Mancarella

To respond to volatility and congestion in the power grid, demand response (DR) mechanisms allow for shaping the load compared to a base load profile. When tapping on a large population of heterogeneous appliances as a DR resource, the…

系统与控制 · 计算机科学 2014-04-09 Mahnoosh Alizadeh , Anna Scaglione , Andy Applebaum , George Kesidis , Karl Levitt

The increasing integration of renewable energy sources and distributed energy resources (DER) into modern power systems introduces significant uncertainty, posing challenges for maintaining grid flexibility and reliability. Hybrid energy…

系统与控制 · 电气工程与系统科学 2025-10-31 Tanmay Mishra , Dakota Hamilton , Mads R. Almassalkhi

Static transmission line ratings may lead to underutilization of line capacity due to overly conservative assumptions. Grid-enhancing technologies (GETs) such as dynamic line ratings (DLRs), which adjust line capacity based on real-time…

系统与控制 · 电气工程与系统科学 2025-11-27 Zhiyi Zhou , Christoph Graf , Yury Dvorkin

We present modeling and analysis of day-ahead spatio-temporal energy markets in which each competitive aggregator aims at making the highest profit by managing a complex mixture of different energy resources, such as conventional…

最优化与控制 · 数学 2020-09-23 Takayuki Ishizaki , Masakazu Koike , Nobuyuki Yamaguchi , Yuzuru Ueda , Jun-ichi Imura

Battery energy storage systems BESSs can provide fast frequency reserves and energy arbitrage in Nordic electricity markets but their limited energy capacity requires accurate revenue forecasts and coordinated bidding across multiple…

最优化与控制 · 数学 2025-06-04 Zeenat Hameed , Chresten Traeholt

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

The growth of distributed renewable energy in the electrical grid presents challenges to its stability and quality. To address this at the local level, flexibility energy strategies emerge as an innovative technique. However, managing these…

系统与控制 · 电气工程与系统科学 2024-02-07 Miguel Gayo , Francisco Javier Rodríguez , Carlos Santos , Ying Wu , Yanpeng Wu , Juan C. Vasquez , Josep M. Guerrero

Electricity market mechanisms designed to steer sustainable generation of electricity play an important role for the energy transition intended to mitigate climate change. One of the major problems is to complement volatile renewable energy…

计算机与社会 · 计算机科学 2017-05-01 Cem Kiyak , Andreas de Vries

In this paper, we consider the problem of optimal demand response and energy storage management for a power consuming entity. The entity's objective is to find an optimal control policy for deciding how much load to consume, how much power…

最优化与控制 · 数学 2012-05-22 Longbo Huang , Jean Walrand , Kannan Ramchandran

This paper addresses the question: how many distributed energy resources (DERs) are needed to provide $\pm1$MW of flexibility over a number of hours? For this purpose, a metric based on an ISO's own performance score is proposed. Then, a…

系统与控制 · 电气工程与系统科学 2020-12-23 Adil Khurram , Luis A. Duffaut Espinosa , Mads Almassalkhi

We propose and analyze a day-ahead reserve market model that handles bids from flexible loads. This pool market model takes into account the fact that a load modulation in one direction must usually be compensated later by a modulation of…

计算机科学与博弈论 · 计算机科学 2014-05-28 Sébastien Mathieu , Quentin Louveaux , Damien Ernst , Bertrand Cornélusse