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The smart grid vision entails advanced information technology and data analytics to enhance the efficiency, sustainability, and economics of the power grid infrastructure. Aligned to this end, modern statistical learning tools are leveraged…

机器学习 · 统计学 2015-06-17 Vassilis Kekatos , Yu Zhang , Georgios B. Giannakis

As the adoption of distributed energy resources grows, power systems are becoming increasingly complex and vulnerable to disruptions, such as natural disasters and cyber-physical threats. Peer-to-peer (P2P) energy markets offer a practical…

系统与控制 · 电气工程与系统科学 2024-12-03 Hamed Haggi , Wei Sun

Electricity markets are under increasing pressure to maintain reliability amidst rising renewable penetration, demand variability, and occasional price shocks. Traditional capacity market designs often fall short in addressing this by…

系统与控制 · 电气工程与系统科学 2025-12-16 Millend Roy , Agostino Capponi , Vladimir Pyltsov , Yinbo Hu , Vijay Modi

In this study, we develop a theoretical model of strategic equilibrium bidding and price-setting behaviour by heterogeneous and boundedly rational electricity producers and a grid operator in a single electricity market under uncertain…

物理与社会 · 物理学 2017-04-27 Jobst Heitzig , Hildegard Meyer-Ortmanns , Sabine Auer

This paper proposes a novel framework to price energy storage in economic dispatch with a social welfare maximization objective. This framework can be utilized by power system operators to generate default bids for storage or to benchmark…

系统与控制 · 电气工程与系统科学 2026-05-08 Ning Qi , Ningkun Zheng , Bolun Xu

Nonconvexities in markets with discrete decisions and nonlinear constraints make efficient pricing challenging, often necessitating subsidies. A prime example is the unit commitment (UC) problem in electricity markets, where costly…

最优化与控制 · 数学 2026-02-18 Cheng Guo , Lauren Henderson , Ryan Cory-Wright , Boshi Yang

This paper presents a scenario based robust optimization framework for short term energy scheduling in electricity intensive industrial plants, explicitly addressing uncertainty in planning decisions. The model is formulated as a two-stage…

Recently, several new pari-mutuel mechanisms have been introduced to organize markets for contingent claims. Hanson introduced a market maker derived from the logarithmic scoring rule, and later Chen and Pennock developed a cost function…

交易与市场微观结构 · 定量金融 2009-02-17 Shipra Agrawal , Erick Delage , Mark Peters , Zizhuo Wang , Yinyu Ye

Decentralized electricity markets are often dominated by a small set of generator companies who control the majority of the capacity. In this paper, we explore the effect of the total controlled electricity capacity by a single, or group,…

计算工程、金融与科学 · 计算机科学 2020-11-10 Alexander J. M. Kell , Matthew Forshaw , A. Stephen McGough

To enable an efficient electricity market, a good pricing scheme is of vital importance. Among many practical schemes, customized pricing is commonly believed to be able to best exploit the flexibility in the demand side. However, due to…

计算工程、金融与科学 · 计算机科学 2019-12-13 Jingshi Cui , Haoxiang Wang , Chenye Wu , Yang Yu

Introduction of market mechanisms in distribution systems is currently subject to extensive studies. One of the challenges facing Distribution Market Operators (DMOs) is to implement a fair and economically efficient pricing mechanism that…

系统与控制 · 计算机科学 2017-02-24 Sina Parhizi , Alireza Majzoobi , Amin Khodaei

Among the many challenges of integrating renewable energy sources into the existing power grid, is the challenge of integrating renewable energy generators into the power systems economy. Electricity markets currently are run in a way that…

计算机科学与博弈论 · 计算机科学 2012-06-12 Wenyuan Tang , Rahul Jain

Policy makers are formulating offshore energy infrastructure plans, including wind turbines, electrolyzers, and HVDC transmission lines. An effective market design is crucial to guide cost-efficient investments and dispatch decisions. This…

Renewable distributed energy resources (DERs) have the potential to provide multi-location electricity consumers (MLECs) with electricity at prices lower than those offered by the grid using behind-the-meter advantages. This study examines…

计算机科学与博弈论 · 计算机科学 2023-10-24 Sara Mollaeivaneghi , Julia Barbosa , Florian Steinke

In this paper, we discuss incentive design for hierarchical model predictive control (MPC) systems viewed as Stackelberg games. We consider a hierarchical MPC formulation where, given a lower-level convex MPC (LoMPC), the upper-level system…

系统与控制 · 电气工程与系统科学 2025-02-10 Akshay Thirugnanam , Koushil Sreenath

In this study, an optimization problem is proposed in order to obtain the maximum economic benefit from wind farms with variable and intermittent energy generation in the day ahead and balancing electricity markets. This method, which is…

计量经济学 · 经济学 2018-06-15 Akın Taşcikaraoğlu , Ozan Erdinç

The intermittent nature of the renewable energies increases the operation costs of conventional generators. As the share of energy supplied by renewable sources increases, these costs also increase. In this paper, we quantify these costs by…

系统与控制 · 计算机科学 2018-02-26 Ashkan Zeinalzadeh , Donya Ghavidel , Vijay Gupta

This paper studies how platform design shapes strategic behavior in decentralized electricity trading. We develop a finite-horizon dynamic game in which photovoltaic- and battery-equipped players ("prosumers") trade on a platform that maps…

综合经济学 · 经济学 2026-03-23 Nicolas Eschenbaum , Nicolas Greber

In this paper, we consider a future electricity market consisting of aggregated energy prosumers, who are equipped with local wind power plants (WPPs) to support (part of) their energy demands and can also trade energy with day-ahead market…

系统与控制 · 电气工程与系统科学 2021-06-01 Jianzheng Wang , Guoqiang Hu

In this paper, a distributed convex optimization framework is developed for energy trading between islanded microgrids. More specifically, the problem consists of several islanded microgrids that exchange energy flows by means of an…

最优化与控制 · 数学 2015-04-14 David Gregoratti , Javier Matamoros