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The centralized power generation infrastructure that defines the North American electric grid is slowly moving to the distributed architecture due to the explosion in use of renewable generation and distributed energy resources (DERs), such…

最优化与控制 · 数学 2022-04-27 Mayank Baranwal , Kunal Garg , Dimitra Panagou , Alfred O. Hero

This paper presents a novel non-stationary dynamic pricing algorithm design, where pricing agents face incomplete demand information and market environment shifts. The agents run price experiments to learn about each product's demand curve…

机器学习 · 统计学 2022-09-09 Po-Yi Liu , Chi-Hua Wang , Henghsiu Tsai

This paper considers the economic dispatch problem for a network of power generating units communicating over a strongly connected, weight-balanced digraph. The collective aim is to meet a power demand while respecting individual generator…

最优化与控制 · 数学 2014-09-16 Ashish Cherukuri , Jorge Cortes

The expected increase in the penetration of renewables in the approaching decade urges the electricity market to introduce new products - in particular, flexible ramping products - to accommodate the renewables' variability and…

最优化与控制 · 数学 2015-07-30 Chenye Wu , Gabriela Hug , Soummya Kar

Short-term electricity price forecasting has become important for demand side management and power generation scheduling. Especially as the electricity market becomes more competitive, a more accurate price prediction than the day-ahead…

信号处理 · 电气工程与系统科学 2018-02-26 Zhongyang Zhao , Caisheng Wang , Matthew Nokleby , Carol Miller

In this paper, we study a day ahead double energy auction in a distribution system involving dispatchable generation units, renewable generation units supported by battery storage systems(BSSs), fixed loads, price responsive loads, and…

系统与控制 · 计算机科学 2017-12-07 M. Nazif Faqiry , Ahmad Khaled Zarabie , Fatehullah Nassery , Hongyu Wu , Sanjoy Das

Adopting a zonal structure of electricity market requires specification of zones' borders. In this paper we use social welfare as the measure to assess quality of various zonal divisions. The social welfare is calculated by Market Coupling…

计算工程、金融与科学 · 计算机科学 2014-05-06 Grzegorz Orynczak , Marcin Jakubek , Karol Wawrzyniak , Michal Klos

Wholesale electricity markets are increasingly integrated via high voltage interconnectors, and inter-regional trade in electricity is growing. To model this, we consider a spatial equilibrium model of price formation, where constraints on…

计量经济学 · 经济学 2018-04-24 Michael Stanley Smith , Thomas S. Shively

On-demand transport services in the form of dial-a-ride and taxis are crucial parts of the transport infrastructure in all major cities. However, not all on-demand transport services are equal. In particular, not-for-profit dial-a-ride…

计算机与社会 · 计算机科学 2015-01-08 Malcolm Egan , Michal Jakob

This paper proposes a system-wide optimal resource dispatch strategy that enables a shift from a primarily energy cost-based approach, to a strategy using simultaneous price signals for energy, power and ramping behavior. A formal method to…

系统与控制 · 计算机科学 2017-11-15 David P. Chassin , Sahand Behboodi , Ned Djilali

Electricity markets often utilize the DC approximation of the AC power flow equations to facilitate solving an otherwise complex nonconvex optimization problem. These DC power flow equations have analogies to DC circuit laws such as…

最优化与控制 · 数学 2024-03-29 Kyri Baker , Harsha Gangammanavar

Since distribution system operator (DSO) cannot directly control prosumers with controllable resources,this paper proposes an optimal dispatch method of using three-phase distribution locational marginal prices (DLMPs) as effective economic…

系统与控制 · 电气工程与系统科学 2019-10-15 Jiaqi Chen , Ye Guo , Wenchuan Wu

To maintain frequency stability in decarbonized power systems, inertia services from synchronous generators (SGs) and inverter-based resources must be procured. However, designing an inertia-aware system operation poses significant…

系统与控制 · 电气工程与系统科学 2025-11-19 HyunJoong Kim , Jip Kim

Flexible ramping products (FRPs) emerge as a promising instrument for addressing steep and uncertain ramping needs through market mechanisms. Initial implementations of FRPs in North American electricity markets, however, revealed several…

系统与控制 · 电气工程与系统科学 2024-09-04 Ogun Yurdakul , Erik Ela , Farhad Billimoria

This study examines the economic impact of post-hoc uncertainty discounting in predictive energy management, specifically in battery energy arbitrage. A 2.2 MWh, 1.1 MW Tesla battery, emulating operations at the University of Queensland's…

系统与控制 · 电气工程与系统科学 2025-11-19 Arnab Bhattacharjee

The increasing vulnerability of power systems has heightened the need for operating reserves to manage contingencies such as generator outages, line failures, and sudden load variations. Unlike energy costs, driven by consumer demand,…

系统与控制 · 电气工程与系统科学 2025-06-06 Luiza Ribeiro , Alexandre Street , Jose Manuel Arroyo , Rodrigo Moreno

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

The recent research report of U.S. Department of Energy prompts us to re-examine the pricing theories applied in electricity market design. The theory of spot pricing is the basis of electricity market design in many countries, but it has…

计量经济学 · 经济学 2017-10-24 Haoyong Chen , Lijia Han

Accurate prediction of electricity prices plays an essential role in the electricity market. To reflect the uncertainty of electricity prices, price intervals are predicted. This paper proposes a novel prediction interval construction…

机器学习 · 计算机科学 2025-01-15 Xin Lu

We study a bilateral trade problem where a principal has private information that is revealed with delay, such as a seller who does not yet know her production cost. Postponing the contracting process incurs a costly delay, while early…

理论经济学 · 经济学 2024-08-05 Francesco Giovannoni , Toomas Hinnosaar