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相关论文: Transferable Energy Storage Bidder

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Optimal execution, i.e., the determination of the most cost-effective way to trade volumes in continuous trading sessions, has been a topic of interest in the equity trading world for years. Electricity intraday trading slowly follows this…

交易与市场微观结构 · 定量金融 2020-10-06 Christopher Kath , Florian Ziel

In electricity markets around the world, the ability to anticipate price movements with precision can be the difference between profit and loss, especially for fast-acting assets like battery energy storage systems (BESS). As grid…

机器学习 · 计算机科学 2025-10-07 Aymeric Fabre

Battery storage is expected to play a crucial role in the low-carbon transformation of energy systems. The deployment of battery storage in the power gird, however, is currently severely limited by its low economic viability, which results…

最优化与控制 · 数学 2021-01-01 Guannan He , Jeremy Michalek , Soummya Kar , Qixin Chen , Da Zhang , Jay F. Whitacre

We study how storage, operating as a price maker within a market environment, may be optimally operated over an extended period of time. The optimality criterion may be the maximisation of the profit of the storage itself, where this profit…

最优化与控制 · 数学 2016-06-20 James Cruise , Lisa Flatley , Stan Zachary

Probabilistic price forecasting has recently gained attention in power trading because decisions based on such predictions can yield significantly higher profits than those made with point forecasts alone. At the same time, methods are…

统计金融 · 定量金融 2023-08-30 Weronika Nitka , Rafał Weron

The global move towards efficient energy consumption and production has led to remarkable advancements in the design of the smart grid infrastructure. Local energy trading is one way forward. It typically refers to the transfer of energy…

计算机科学与博弈论 · 计算机科学 2017-09-29 Matthias Pilz , Luluwah Al-Fagih

This paper combines a techno-economic energy system model with an econometric model to maximise electricity price forecasting accuracy. The proposed combination model is tested on the German day-ahead wholesale electricity market. Our paper…

综合经济学 · 经济学 2024-11-08 Souhir Ben Amor , Thomas Möbius , Felix Müsgens

Time-of-use (ToU) pricing is widely used by the electricity utility. A carefully designed ToU pricing can incentivize end-users' energy storage deployment, which helps shave the system peak load and reduce the system social cost. However,…

系统与控制 · 电气工程与系统科学 2020-11-25 Dongwei Zhao , Hao Wang , Jianwei Huang , Xiaojun Lin

In this paper we study the pricing and hedging of structured products in energy markets, such as swing and virtual gas storage, using the exponential utility indifference pricing approach in a general incomplete multivariate market model…

数理金融 · 定量金融 2016-02-23 Giorgia Callegaro , Luciano Campi , Valeria Giusto , Tiziano Vargiolu

We show how to value both variable generation and energy storage to enable them to be integrated fairly and optimally into electricity capacity markets. We develop theory based on balancing expected energy unserved against costs of capacity…

最优化与控制 · 数学 2021-08-10 Stan Zachary , Amy Wilson , Chris Dent

Studies looking at electricity market designs for very high shares of wind and solar often conclude that the energy-only market will break down. Without fuel costs, it is said that there is nothing to set prices. Symptoms of breakdown…

综合经济学 · 经济学 2025-10-29 Tom Brown , Fabian Neumann , Iegor Riepin

Driven by the global decarbonization effort, the rapid integration of renewable energy into the conventional electricity grid presents new challenges and opportunities for the battery energy storage system (BESS) participating in the energy…

系统与控制 · 电气工程与系统科学 2022-12-14 Muhammad Anwar , Changlong Wang , Frits de Nijs , Hao Wang

In the context of charging electric vehicles (EVs), the price-based demand response (PBDR) is becoming increasingly significant for charging load management. Such response usually encourages cost-sensitive customers to adjust their energy…

系统与控制 · 电气工程与系统科学 2024-04-17 Chengyang Gu , Yuxin Pan , Ruohong Liu , Yize Chen

Wind energy has been rapidly gaining popularity as a means for combating climate change. However, the variable nature of wind generation can undermine system reliability and lead to wind curtailment, causing substantial economic losses to…

机器学习 · 计算机科学 2023-04-06 Jinhao Li , Changlong Wang , Hao Wang

The paper suggests a new stochastic model for energy producing, dispatching, and storing in the multi-battery setting that takes into account the topology of the system of the links between the batteries, the transmission and storage…

最优化与控制 · 数学 2019-10-15 Nikolai Dokuchaev

Literature highlighted that financial time series data pose significant challenges for accurate stock price prediction, because these data are characterized by noise and susceptibility to news; traditional statistical methodologies made…

交易与市场微观结构 · 定量金融 2024-09-27 V. Lanzetta

This paper introduces a unified framework for battery energy arbitrage under uncertain market prices that integrates chance-constrained terminal state-of-charge requirements with online threshold policies. We first cast the multi-interval…

系统与控制 · 电气工程与系统科学 2026-01-21 Tomás Tapia , Yury Dvorkin

In this paper, the interactions and energy exchange decisions of a number of geographically distributed storage units are studied under decision-making involving end-users. In particular, a noncooperative game is formulated between…

计算机科学与博弈论 · 计算机科学 2014-03-06 Yunpeng Wang , Walid Saad , Narayan B. Mandayam , H. Vincent Poor

In this paper, we propose to model the energy consumption of smart grid households with energy storage systems as an intertemporal trading economy. Intertemporal trade refers to transaction of goods across time when an agent, at any time,…

其他计算机科学 · 计算机科学 2015-06-17 Jayaprakash Rajasekharan , Visa Koivunen

The development of renewable energy generation empowers microgrids to generate electricity to supply itself and to trade the surplus on energy markets. To minimize the overall cost, a microgrid must determine how to schedule its energy…

系统与控制 · 电气工程与系统科学 2020-07-10 Guanyu Gao , Yonggang Wen , Xiaohu Wu , Ran Wang