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In this paper, we demonstrate that a consumer's marginal system impact is only determined by their demand profile rather than their demand level. Demand profile clustering is identical to cluster consumers according to their marginal…

经济学 · 定量金融 2017-01-11 Yang Yu , Guangyi Liu , Wendong Zhu , Fei Wang , Bin Shu , Kai Zhang , Ram Rajagopal , Nicolas Astier

This paper considers a time-varying optimization problem associated with a network of systems, with each of the systems shared by (and affecting) a number of individuals. The objective is to minimize cost functions associated with the…

最优化与控制 · 数学 2022-03-15 Ana M. Ospina , Andrea Simonetto , Emiliano Dall'Anese

Distribution systems hold a very significant position in the power system since it is the main point of link between bulk power and consumers. A planned and effective distribution network is the key to cope up with the ever increasing…

其他计算机科学 · 计算机科学 2014-03-20 Ritu Parasher

Time-varying pricing tariffs incentivize consumers to shift their electricity demand and reduce costs, but may increase the energy burden for consumers with limited response capability. The utility must thus balance affordability and…

机器学习 · 计算机科学 2023-07-31 Liudong Chen , Bolun Xu

Incentive-based coordination mechanisms for distributed energy consumption have shown promise in aligning individual user objectives with social welfare, especially under privacy constraints. Our prior work proposed a two-timescale adaptive…

系统与控制 · 电气工程与系统科学 2025-04-02 Jiayi Li , Jiale Wei , Matthew Motoki , Yan Jiang , Baosen Zhang

In this paper, we explored the opportunity to enhance power grid robustness after routing stage, and propose a linear programming based algorithm that maximizes the improvement of power grid strengthening with given available routing…

硬件体系结构 · 计算机科学 2017-11-29 Tapio Bohn , Paul Salmi , Albert Milner

We consider the problem of planning the aggregate energy consumption for a set of thermostatically controlled loads for demand response, accounting price forecast trajectory and thermal comfort constraints. We address this as a…

最优化与控制 · 数学 2019-05-09 Fernando A. C. C. Fontes , Abhishek Halder , Jorge Becerril , P. R. Kumar

In this paper we consider the problem of pricing multiple differentiated products. This is challenging as a price change in one product, not only changes the demand of that particular product, but also the demand for the other products. To…

最优化与控制 · 数学 2017-10-27 Ruben van de Geer , Sandjai Bhulai

This review presents the set of electricity price models proposed in the literature since the opening of power markets. We focus on price models applied to financial pricing and risk management. We classify these models according to their…

数理金融 · 定量金融 2021-07-30 Thomas Deschatre , Olivier Féron , Pierre Gruet

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

The problem of dynamic pricing of electricity in a retail market is considered. A Stackelberg game is used to model interactions between a retailer and its customers; the retailer sets the day-ahead hourly price of electricity and consumers…

最优化与控制 · 数学 2016-03-01 Liyan Jia , Lang Tong

In electricity markets, locational marginal price (LMP) forecasting is particularly important for market participants in making reasonable bidding strategies, managing potential trading risks, and supporting efficient system planning and…

机器学习 · 计算机科学 2021-07-28 Yuyun Yang , Zhenfei Tan , Haitao Yang , Guangchun Ruan , Haiwang Zhong

Energy prices and net power injection limitations regulate the operations in distribution grids and typically ensure that operational constraints are met. Nevertheless, unexpected or prolonged abnormal events could undermine the grid's…

系统与控制 · 电气工程与系统科学 2024-03-29 Guido Cavraro , Joshua Comden , Andrey Bernstein

In frictionless markets, utility maximization problems are typically solved either by stochastic control or by martingale methods. Beginning with the seminal paper of Davis and Norman [Math. Oper. Res. 15 (1990) 676--713], stochastic…

计算金融 · 定量金融 2010-10-26 J. Kallsen , J. Muhle-Karbe

This work studies synergies arising from combining industrial demand response and local renewable electricity supply. To this end, we optimize the design of a local electricity generation and storage system with an integrated demand…

Researchers and electricity sector practitioners frequently require the supply curve of electricity markets and the price elasticity of supply for purposes such as price forecasting, policy analyses or market power assessment. It is common…

计量经济学 · 经济学 2025-12-01 Jorge Sánchez Canales , Alice Lixuan Xu , Chiara Fusar Bassini , Lynn H. Kaack , Lion Hirth

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

This paper focuses on the problem of energy imbalance management in amicrogrid. The problem is investigated from the power market perspective. Unlike the traditional power grid, a microgrid can obtain extra energy froma renewable energy…

系统与控制 · 电气工程与系统科学 2026-01-16 Wei-Yu Chiu , Hongjian Sun , H. Vincent Poor

This paper studies the problem of frequency regulation in power grids, while maximizing the social welfare. Two price-based controllers are proposed; the first one an internal-model-based controller and the second one based on a continuous…

最优化与控制 · 数学 2015-09-25 Tjerk Stegink , Claudio De Persis , Arjan van der Schaft

Optimal Power Flow (OPF) is a core optimization problem in power system operation and planning, aiming to minimize generation costs while satisfying physical constraints such as power flow equations, generator limits, and voltage limits.…

机器学习 · 计算机科学 2025-12-02 Xuezhi Liu
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