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This paper examines the marginal value of mobile energy storage, i.e., energy storage units that can be efficiently relocated to other locations in the power network. In particular, we formulate and analyze the joint problem for operating…

Systems and Control · Electrical Eng. & Systems 2023-03-20 Utkarsha Agwan , Junjie Qin , Kameshwar Poolla , Pravin Varaiya

Locational marginal pricing (LMP) is a widely employed method for pricing electricity in the wholesale electricity market. Although it is well known that the LMP mechanism is vulnerable to market manipulation, there is little literature…

Computer Science and Game Theory · Computer Science 2013-10-17 Wenyuan Tang , Rahul Jain

Traditionally, the electric distribution system operates with uniform energy prices across all system nodes. However, as the adoption of distributed energy resources (DERs) propels a shift from passive to active distribution network (ADN)…

Systems and Control · Electrical Eng. & Systems 2023-11-21 Xiaofei Wang , Fangxing Li , Linquan Bai , Xin Fang

Several approaches have been proposed to forecast day-ahead locational marginal price (daLMP) in deregulated energy markets. The rise of deep learning has motivated its use in energy price forecasts but most deep learning approaches fail to…

Machine Learning · Computer Science 2020-10-14 Dipanwita Saha , Felipe Lopez

The potential of recovering the topology of a grid using solely publicly available market data is explored here. In contemporary whole-sale electricity markets, real-time prices are typically determined by solving the network-constrained…

Machine Learning · Computer Science 2014-02-17 Vassilis Kekatos , Georgios B. Giannakis , Ross Baldick

In Part II of this two-part paper, we analyze the marginal prices derived in Part I of this two-part paper within a robust optimization framework. The load and generation are priced at Locational Marginal Price (LMP) while the uncertainty…

Optimization and Control · Mathematics 2015-07-07 Hongxing Ye , Yinyin Ge , Mohammad Shahidehpour , Zuyi Li

Since the 1990s, widespread introduction of central (wholesale) electricity markets has been seen across multiple continents, driven by the search for efficient operation of the power grid through competition. The increase of renewables has…

Systems and Control · Electrical Eng. & Systems 2025-10-15 Pål Forr Austnes , Matthieu Jacobs , Lu Wang , Mario Paolone

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…

Optimization and Control · Mathematics 2024-03-29 Kyri Baker , Harsha Gangammanavar

Wind energy has emerged as one of the most vital and economically viable forms of renewable energy. The integration of wind energy sources into power grids across the globe has been increasing substantially, largely due to the higher levels…

Optimization and Control · Mathematics 2024-10-16 Narin Nemati , Amin Ahmadi Kasani

Distribution locational marginal pricing (DLMP) can adversely affect users in a grid-constrained transactive distribution system market (DSM) that are at a distance away from the substation, requiring longer paths to connect to the…

Signal Processing · Electrical Eng. & Systems 2019-05-16 Ahmad Khaled Zarabie , Sanjoy Das , Mohammed Nazif Faqiry

Nothing has done more to empower the free market, enterprise, and meritocracy than the spread of electricity and power to everyone. The power system has been the precursor to the greatest period of innovation in our history and has meant…

General Finance · Quantitative Finance 2021-03-22 Martin Higgins

Large-scale integration of renewable energy sources (RES) brings huge challenges to the power system. A cost-effective reserve deployment and uncertainty pricing mechanism are critical to deal with the uncertainty and variability of RES. To…

Systems and Control · Electrical Eng. & Systems 2020-12-16 Zongzheng Zhao , Yixin Liu , Li Guo , Linquan Bai , Chengshan Wang

The increasing penetration of renewable energy in recent years has led to more uncertainties in power systems. These uncertainties have to be accommodated by flexible re- sources (i.e. upward and downward generation reserves). In this…

Optimization and Control · Mathematics 2016-08-03 Hongxing Ye , Yinyin Ge , Mohammad Shahidehpour , Zuyi Li

In this paper, we address the issue of valuating Distributed Energy Resources (DERs) as Non-Wires Alternatives (NWAs) against wires investments in the traditional distribution network planning process. Motivated by the recent literature on…

Optimization and Control · Mathematics 2019-06-06 Panagiotis Andrianesis , Michael Caramanis , Ralph Masiello , Richard Tabors , Shay Bahramirad

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…

Systems and Control · Computer Science 2017-02-24 Sina Parhizi , Alireza Majzoobi , Amin Khodaei

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…

Computer Science and Game Theory · Computer Science 2023-10-24 Sara Mollaeivaneghi , Julia Barbosa , Florian Steinke

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…

Computational Engineering, Finance, and Science · Computer Science 2014-05-06 Grzegorz Orynczak , Marcin Jakubek , Karol Wawrzyniak , Michal Klos

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…

Optimization and Control · Mathematics 2018-12-11 Shantanu Chakraborty , Kyri Baker , Milos Cvetkovic , Remco Verzijlbergh , Zofia Lukszo

We consider the problem of characterizing the locational marginal value of energy storage capacity in electric power networks with stochastic renewable supply and demand. The perspective taken is that of a system operator, whose objective…

Optimization and Control · Mathematics 2016-12-07 Subhonmesh Bose , Eilyan Bitar

Large, spatially flexible electricity consumers such as data centers can reallocate demand across locations, influencing dispatch and prices in wholesale electricity markets. While flexible load is often assumed to improve system…

Systems and Control · Electrical Eng. & Systems 2026-04-14 Aron Brenner , Deepjyoti Deka , Line Roald , Saurabh Amin