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In order to deal with market power that sporadically results from contingencies (e.g., severe weather, plant outages) most electricity markets have institutions in charge of monitoring market performance and mitigating market power. The…

最优化与控制 · 数学 2017-03-07 Shi Pu , Alfredo Garcia

The new technologies emerging in the energy sector pose new requirements for both the regulation and operation of the electricity grid. Revised tariff structures and the introduction of local markets are two approaches that could tackle the…

系统与控制 · 电气工程与系统科学 2021-03-19 Bence Suto , Daniel Divenyi

We formulate optimization problems to study how data centers might modulate their power demands for cost-effective operation taking into account three key complex features exhibited by real-world electricity pricing schemes: (i)…

系统与控制 · 计算机科学 2013-09-05 Cheng Wang , Bhuvan Urgaonkar , Qian Wang , George Kesidis , Anand Sivasubramaniam

We investigate the ability of a homogeneous collection of deferrable energy loads to behave as a battery; that is, to absorb and release energy in a controllable fashion up to fixed and predetermined limits on volume, charge rate and…

系统与控制 · 计算机科学 2016-10-07 Daria Madjidian , Mardavij Roozbehani , Munther A. Dahleh

Renewable energy sources such as wind and solar power have a high degree of unpredictability and time-variation, which makes balancing demand and supply challenging. One possible way to address this challenge is to harness the inherent…

最优化与控制 · 数学 2016-04-18 Sean Meyn , Prabir Barooah , Ana Bušić , Yue Chen , Jordan Ehren

The increase of renewables in the grid and the volatility of the load create uncertainties in the day-ahead prices of electricity markets. Adaptive robust optimization (ARO) and stochastic optimization have been used to make commitment and…

最优化与控制 · 数学 2023-09-18 Dimitris Bertsimas , Angelos G. Koulouras

The flexible loads in power systems, such as interruptible and transferable loads, are critical flexibility resources for mitigating power imbalances. Despite their potential, accurate modeling of these loads is a challenging work and has…

系统与控制 · 电气工程与系统科学 2025-03-06 Mingji Chen , Shuai Lu , Wei Gu , Zhaoyang Dong , Yijun Xu , Jiayi Ding

Renewable energy brings huge uncertainties to the power system, which challenges the traditional power system operation with limited flexible resources. One promising solution is to introduce dynamic pricing to more consumers, which, if…

系统与控制 · 电气工程与系统科学 2019-11-19 Jiaman Wu , Zhiqi Wang , Yang Yu , Chenye Wu

The widespread diffusion of distributed energy resources, especially those based on renewable energy, and energy storage devices has deeply modified power systems. As a consequence, demand response, the ability of customers to respond to…

系统与控制 · 电气工程与系统科学 2021-04-21 Francesco Conte , Matteo Saviozzi , Samuele Grillo

Demand flexibility can offset some of the variability introduced on the supply-side by variable renewable generation. However, most efforts (e.g. control of residential vehicle charging) focus on short durations -- typically on the scale of…

系统与控制 · 电气工程与系统科学 2025-05-12 Rina Davila Severiano , Constance Crozier , Mark O Malley

In this paper, we propose a model of decentralized energy storages, who serve as instruments to shift energy supply intertemporally. From storages' perspective, we investigate their optimal buying or selling decisions under market…

最优化与控制 · 数学 2017-02-27 Qiao-Chu He , Yun Yang , Baosen Zhang

We investigate the problem of allocating energy from renewable sources to flexible consumers in electricity markets. We assume there is a renewable energy supplier that provides energy according to a time-varying (and possibly…

最优化与控制 · 数学 2010-06-25 Michael J. Neely , Arash Saber Tehrani , Alexandros G. Dimakis

In electricity markets, retailers or brokers want to maximize profits by allocating tariff profiles to end consumers. One of the objectives of such demand response management is to incentivize the consumers to adjust their consumption so…

机器学习 · 计算机科学 2022-02-14 Jyoti Narwariya , Chetan Verma , Pankaj Malhotra , Lovekesh Vig , Easwara Subramanian , Sanjay Bhat

As the share of renewable energy sources in the present electric energy mix rises, their intermittence proves to be the biggest challenge to carbon free electricity generation. To address this challenge, we propose an electricity pricing…

信号处理 · 电气工程与系统科学 2020-03-11 Filip Tolovski

We propose a multi-factor polynomial framework to model and hedge long-term electricity contracts with delivery period. This framework has several advantages: the computation of forwards, risk premium and correlation between different…

数理金融 · 定量金融 2020-06-11 Xi Kleisinger-Yu , Vlatka Komaric , Martin Larsson , Markus Regez

Some consumers, particularly households, are unwilling to face volatile electricity prices, and they can perceive as unfair price differentiation in the same local area. For these reasons, nodal prices in distribution networks are rarely…

综合经济学 · 经济学 2021-06-09 Iacopo Savelli , Thomas Morstyn

Grid edge resources refer to distributed energy resources (DERs) located on the consumer side of the electrical grid, controlled by consumers rather than utility companies. Integrating DERs with real-time electricity pricing can better…

系统与控制 · 电气工程与系统科学 2025-03-12 Chen Feng , Andrew L. Liu

In electrical distribution grids, the constantly increasing number of power generation devices based on renewables demands a transition from a centralized to a distributed generation paradigm. In fact, power injection from Distributed…

系统与控制 · 计算机科学 2017-06-30 Riccardo Bonetto , Michele Rossi , Stefano Tomasin , Carlo Fischione

Recently, the volatility associated with marginal prices has increased due to large scale integration of renewable generation. Price volatility is undesirable from a consumer perspective. To address this issue, we present a framework for…

最优化与控制 · 数学 2018-12-11 Shantanu Chakraborty , Kyri Baker , Milos Cvetkovic , Remco Verzijlbergh , Zofia Lukszo

This paper presents a heavy traffic analysis of the behavior of multi-class acyclic queueing networks in which the customers have deadlines. We assume the queueing system consists of J stations, and there are K different customer classes.…

概率论 · 数学 2016-09-07 Lukasz Kruk , John Lehoczky , Steven Shreve , Shu-Ngai Yeung