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Efficiently integrating renewable resources into electricity markets is vital for addressing the challenges of matching real-time supply and demand while reducing the significant energy wastage resulting from curtailments. To address this…

机器学习 · 计算机科学 2024-06-21 Ciaran O'Connor , Joseph Collins , Steven Prestwich , Andrea Visentin

The increasing interconnection of power systems through AC and DC links enables energy storage units to access multiple electricity markets yet most existing arbitrage models remain limited to singlemarket participation This gap restricts…

系统与控制 · 电气工程与系统科学 2026-04-09 Md Umar Hashmi , Harsha Nagarajan , Dirk Van Hertem1

An important revenue stream for electric battery operators is often arbitraging the hourly price spreads in the day-ahead auction. The optimal approach to this is challenging if risk is a consideration as this requires the estimation of…

应用统计 · 统计学 2021-09-01 Ekaterina Abramova , Derek Bunn

This study analyses the current viability of this business based on a sample of European countries in the year 2019; countries where electricity prices (day-ahead market) and financial conditions show a certain degree of heterogeneity. We…

综合经济学 · 经济学 2023-09-26 Fernando Núñez , David Canca , Ángel Arcos-Vargas

The future power system is increasingly interconnected via both AC and DC interconnectors. These interconnectors establish links between previously decoupled energy markets. In this paper, we propose an optimal multi-market energy storage…

最优化与控制 · 数学 2023-10-03 Md Umar Hashmi , Stephen Hardy , Dirk Van Hertem , Harsha Nagarajan

We characterize profit-maximizing operating strategies, over some time horizon [0,T], for an energy store which is trading in an arbitrage market. Our theory allows for leakage, operating inefficiencies, operating constraints and general…

最优化与控制 · 数学 2014-12-03 Lisa Flatley , Robert S. MacKay , Michael Waterson

We formulate the optimal energy arbitrage problem for a piecewise linear cost function for energy storage devices using linear programming (LP). The LP formulation is based on the equivalent minimization of the epigraph. This formulation…

系统与控制 · 电气工程与系统科学 2019-08-19 Md Umar Hashmi , Arpan Mukhopadhyay , Ana Bušić , Jocelyne Elias , Diego Kiedanski

This paper presents an integrated model for bidding energy storage in day-ahead and real-time markets to maximize profits. We show that in integrated two-stage bidding, the real-time bids are independent of day-ahead settlements, while the…

最优化与控制 · 数学 2024-04-30 Saud Alghumayjan , Jiajun Han , Ningkun Zheng , Ming Yi , Bolun Xu

Electricity storage is used for intertemporal price arbitrage and for ancillary services that balance unforeseen supply and demand fluctuations via frequency regulation. We present an optimization model that computes bids for both arbitrage…

最优化与控制 · 数学 2026-05-12 Dirk Lauinger , Luc Coté , Andy Sun

Energy storage technologies are key to improving grid flexibility in the presence of increasing amounts of intermittent renewable generation. We propose an insurance contract that suitably compensates energy storage systems for providing…

系统与控制 · 电气工程与系统科学 2020-11-23 Nayara Aguiar , Vijay Gupta

We investigate the profitability and risk of energy storage arbitrage in electricity markets under price uncertainty, exploring both robust and chance-constrained optimization approaches. We analyze various uncertainty representations,…

最优化与控制 · 数学 2025-01-16 Yiqian Wu , Bolun Xu , James Anderson

The provision of renewable electricity is the foundation for a sustainable future. To achieve the goal of sustainable renewable energy, Battery Energy Storage Systems (BESS) could play a key role to counteract the intermittency of solar and…

交易与市场微观结构 · 定量金融 2025-09-29 Luis van Sandbergen

This paper proposes a novel energy storage price arbitrage algorithm combining supervised learning with dynamic programming. The proposed approach uses a neural network to directly predicts the opportunity cost at different energy storage…

系统与控制 · 电气工程与系统科学 2022-11-22 Ningkun Zheng , Xiaoxiang Liu , Bolun Xu , Yuanyuan Shi

Quantity and price risks are key uncertainties market participants face in electricity markets with increased volatility, for instance, due to high shares of renewables. From day ahead until real-time, there is a large variation in the best…

统计方法学 · 统计学 2025-02-21 Paul E. Seifert , Emil Kraft , Steffen Bakker , Stein-Erik Fleten

Energy storage resources must consider both price uncertainties and their physical operating characteristics when participating in wholesale electricity markets. This is a challenging problem as electricity prices are highly volatile, and…

机器学习 · 计算机科学 2023-06-02 Yousuf Baker , Ningkun Zheng , Bolun Xu

This paper presents a computation-efficient stochastic dynamic programming algorithm for solving energy storage price arbitrage considering variable charge and discharge efficiencies. We formulate the price arbitrage problem using…

最优化与控制 · 数学 2022-07-08 Ningkun Zheng , Joshua Jaworski , Bolun Xu

Maximizing revenue for grid-scale battery energy storage systems in continuous intraday electricity markets requires strategies that are able to seize trading opportunities as soon as new information arrives. This paper introduces and…

交易与市场微观结构 · 定量金融 2025-08-27 David Schaurecker , David Wozabal , Nils Löhndorf , Thorsten Staake

The integration of renewable energy into the power grid is often hindered by its fragmented infrastructure, leading to inefficient utilization due to the variability of energy production and its reliance on weather conditions. Battery…

系统与控制 · 电气工程与系统科学 2025-02-20 Dhrumil Bhatt , Siddharth Penumatsa , Nirbhay Singhal

The emerging paradigm of interconnected microgrids advocates energy trading or sharing among multiple microgrids. It helps make full use of the temporal availability of energy and diversity in operational costs when meeting various energy…

系统与控制 · 电气工程与系统科学 2020-06-12 Dafeng Zhu , Bo Yang , Qi Liu , Kai Ma , Shanying Zhu , Xinping Guan

The large integration of variable energy resources is expected to shift a large part of the energy exchanges closer to real-time, where more accurate forecasts are available. In this context, the short-term electricity markets and in…

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