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相关论文: A game-theoretic approach to dynamic demand respon…

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To integrate high amounts of renewable energy resources, electrical power grids must be able to cope with high amplitude, fast timescale variations in power generation. Frequency regulation through demand response has the potential to…

多智能体系统 · 计算机科学 2023-01-09 Vincent Mai , Philippe Maisonneuve , Tianyu Zhang , Hadi Nekoei , Liam Paull , Antoine Lesage-Landry

Demand response has been implemented by distribution system operators to reduce peak demand and mitigate contingency issues on distribution lines and substations. Specifically, the campus based commercial buildings make the major…

最优化与控制 · 数学 2018-12-21 Zheming Liang , Desong Bian , Xiaohu Zhang , Di Shi , Ruisheng Diao , Zhiwei Wang

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

In decision-dependent games, multiple players optimize their decisions under a data distribution that shifts with their joint actions, creating complex dynamics in applications like market pricing. A practical consequence of these dynamics…

计算机科学与博弈论 · 计算机科学 2025-09-04 Guangzheng Zhong , Yang Liu , Jiming Liu

New generation electricity network called Smart Grid is a recently conceived vision for a cleaner, more efficient and cheaper electricity system. One of the major challenges of electricity network is that generation and consumption should…

系统与控制 · 计算机科学 2016-08-02 Lorant Kovacs , Rajmund Drenyovszki , Andras Olah , Janos Levendovszky , Kalman Tornai , Istvan Pinter

Mean-Field Games are games with a continuum of players that incorporate the time-dimension through a control-theoretic approach. Recently, simpler approaches relying on the Best Reply Strategy have been proposed. They assume that the agents…

最优化与控制 · 数学 2014-12-24 Pierre Degond , Michael Herty , Jian-Guo Liu

In this paper, we establish a dynamic game to allocate CSR (Corporate Social Responsibility) to the members of a supply chain. We propose a model of three-tier supply chain in decentralized state that is including supplier, manufacturer and…

最优化与控制 · 数学 2015-03-17 Mehrnoosh Khademi , Massimiliano Ferrara , Bruno Pansera , Mehdi Salimi

As the penetration of intermittent energy sources grows substantially, loads will be required to play an increasingly important role in compensating the fast time-scale fluctuations in generated power. Recent numerical modeling of…

统计力学 · 物理学 2012-04-13 Soumya Kundu , Nikolai Sinitsyn , Scott Backhaus , Ian Hiskens

We consider the problem of long term power allocation in dense wireless networks. The framework considered in this paper is of interest for machine-type communications (MTC). In order to guarantee an optimal operation of the system while…

信息论 · 计算机科学 2018-01-16 Maialen Larranaga , Mohamad Assaad , Koen De Turck

Ensembles of thermostatically controlled loads (TCL) provide a significant demand response reserve for the system operator to balance power grids. However, this also results in the parasitic synchronization of individual devices within the…

系统与控制 · 电气工程与系统科学 2021-01-05 Ilia Luchnikov , David Métivier , Henni Ouerdane , Michael Chertkov

In this paper, a novel approach for joint power control and user scheduling is proposed for optimizing energy efficiency (EE), in terms of bits per unit power, in ultra dense small cell networks (UDNs). To address this problem, a dynamic…

信息论 · 计算机科学 2016-05-02 Sumudu Samarakoon , Mehdi Bennis , Walid Saad , Mérouane Debbah , Matti Latva-aho

With the increasing popularity of electric vehicles, distributed energy generation and storage facilities in smart grid systems, an efficient Demand-Side Management (DSM) is urgent for energy savings and peak loads reduction. Traditional…

系统与控制 · 电气工程与系统科学 2020-05-21 Jianwen Sun , Yan Zheng , Jianye Hao , Zhaopeng Meng , Yang Liu

We consider the problem of demand-side energy management, where each household is equipped with a smart meter that is able to schedule home appliances online. The goal is to minimize the overall cost under a real-time pricing scheme. While…

机器学习 · 计算机科学 2022-08-24 Joash Lee , Wenbo Wang , Dusit Niyato

We consider network aggregative games to model and study multi-agent populations in which each rational agent is influenced by the aggregate behavior of its neighbors, as specified by an underlying network. Specifically, we examine systems…

系统与控制 · 计算机科学 2015-06-26 Francesca Parise , Sergio Grammatico , Basilio Gentile , John Lygeros

As a typical approach of demand response (DR), direct load control (DLC) enables load service entity (LSE) to adjust electricity usage of home-end customers for peak shaving during DLC event. Households are connected in low voltage…

最优化与控制 · 数学 2017-05-11 Weiye Zheng , Wenchuan Wu , Boming Zhang , Wanxing Sheng

This paper studies a linear-quadratic mean-field game of stochastic large-population system, where the large-population system satisfies a class of $N$ weakly coupled linear backward stochastic differential equation. Different from the…

最优化与控制 · 数学 2024-12-02 Yu Si , Jingtao Shi

As energy markets begin clearing at sub-hourly rates, their interaction with load control systems becomes a potentially important consideration. A simple model for the control of thermal systems using market-based power distribution…

混沌动力学 · 物理学 2008-12-02 Nicolas Ho , David P. Chassin

Game theory studies situations in which strategic players can modify the state of a given system, due to the absence of a central authority. Solution concepts, such as Nash equilibrium, are defined to predict the outcome of such situations.…

计算机科学与博弈论 · 计算机科学 2013-11-08 Diodato Ferraioli , Paul W. Goldberg , Carmine Ventre

Networked dynamical systems, i.e., systems of dynamical units coupled via nontrivial interaction topologies, constitute models of broad classes of complex systems, ranging from gene regulatory and metabolic circuits in our cells to…

适应与自组织系统 · 物理学 2024-03-12 Xiaozhu Zhang , Marc Timme

Mean Field Control Games (MFCGs) provide a powerful theoretical framework for analyzing systems of infinitely many interacting agents, blending elements from Mean Field Games (MFGs) and Mean Field Control (MFC). However, solving the coupled…

机器学习 · 计算机科学 2025-01-03 Nianli Peng , Yilin Wang