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Time-of-use (ToU) pricing is widely used by the electricity utility to shave peak load. Such a pricing scheme provides users with incentives to invest in behind-the-meter energy storage and to shift peak load towards low-price intervals.…

Systems and Control · Electrical Eng. & Systems 2021-12-21 Dongwei Zhao , Hao Wang , Jianwei Huang , Xiaojun Lin

High penetration of renewable energy source makes microgrid (MGs) be environment friendly. However, the stochastic input from renewable energy resource brings difficulty in balancing the energy supply and demand. Purchasing extra energy…

Systems and Control · Computer Science 2017-03-21 Zhenyu Qiao , Bo Yang , Qimin Xu , Fei Xiong , Cailian Chen , Xinping Guan , Bei Chen

This paper proposes a novel privacy-preserving uncertainty disclosure framework, enabling system operators to release marginal value function bounds to reduce the conservativeness of interval forecast and mitigate excessive withholding,…

Systems and Control · Electrical Eng. & Systems 2026-03-17 Ning Qi , Xiaolong Jin , Kai Hou , Zeyu Liu , Hongjie Jia , Wei Wei

The rapid growth of battery energy storage in wholesale electricity markets calls for a deeper understanding of storage operators' bidding strategies and their market impacts. This study examines energy storage bidding data from the…

Systems and Control · Electrical Eng. & Systems 2025-01-24 Neal Ma , Ningkun Zheng , Ning Qi , Bolun Xu

As the world seeks to transition to a sustainable energy future, energy storage technologies are increasingly recognized as critical enablers. However, the macro-energy system assessment of energy storage has often focused on isolated…

Physics and Society · Physics 2023-05-24 Maximilian Parzen , Davide Fioriti , Aristides Kiprakis

The recent rise of renewable energy produced by many decentralized sources yields interesting market design challenges for electrical grids. Balancing supply and demand in such networks is both a temporal and spatial challenge due to…

Computer Science and Game Theory · Computer Science 2025-08-11 Simon Krogmann , Pascal Lenzner , Alexander Skopalik , Tobias Sträubig

The increasing reliance on renewable energy generation means that storage may well play a much greater role in the balancing of future electricity systems. We show how heterogeneous stores, differing in capacity and rate constraints, may be…

Optimization and Control · Mathematics 2021-06-14 Stan Zachary , Simon Tindemans , Michael Evans , James Cruise , David Angeli

In the context of energy market clearing, non-merchant assets are assets that do not submit bids but whose operational constraints are included. Integrating energy storage systems as non-merchant assets can maximize social welfare. However,…

Optimization and Control · Mathematics 2025-05-05 Eléa Prat , Jonas Bodulv Broge , Richard M. Lusby

According to the fundamental theorems of welfare economics, any competitive equilibrium is Pareto efficient. Unfortunately, competitive equilibrium prices only exist under strong assumptions such as perfectly divisible goods and convex…

Computer Science and Game Theory · Computer Science 2023-05-24 Mete Şeref Ahunbay , Martin Bichler , Johannes Knörr

Community electricity storage systems for multiple applications promise benefits over household electricity storage systems. More economical flexibility options such as demand response and sector coupling might reduce the market size for…

Systems and Control · Electrical Eng. & Systems 2020-11-12 Fabian Scheller , Robert Burkhardt , Robert Schwarzeit , Russell McKenna , Thomas Bruckner

We consider load balancing in a network of caching servers delivering contents to end users. Randomized load balancing via the so-called power of two choices is a well-known approach in parallel and distributed systems. In this framework,…

Information Theory · Computer Science 2017-07-03 Mahdi Jafari Siavoshani , Ali Pourmiri , Seyed Pooya Shariatpanahi

Power systems face increasing weather-driven variability and, therefore, increasingly rely on flexible but energy-limited storage resources. Energy storage can buffer this variability, but its value depends on intertemporal decisions under…

Systems and Control · Electrical Eng. & Systems 2026-05-11 Tomás Tapia , Agustin Castellano , Enrique Mallada , Yury Dvorkin

With the increasing frequency of high impact low probability events, electricity markets are experiencing significant price spikes more often. This paper proposes a novel social equity driven optimal power flow framework to mitigate the…

Systems and Control · Electrical Eng. & Systems 2024-11-19 Sachinth Viththarachchige , Demy Alexander , Sarangan Rajendran , Visvakumar Aravinthan

Interest in sustainability has increased the share of variable renewable energy sources (VRES) in power generation. Energy storage systems' potential to mitigate intermittencies from non-dispatchable VRES has enhanced their appeal. However,…

Systems and Control · Electrical Eng. & Systems 2020-03-11 Vilma Virasjoki , Afzal Siddiqui , Fabricio Oliveira , Ahti Salo

A real-coded genetic algorithm is used to schedule the charging of an energy storage system (ESS), operated in tandem with renewable power by an electricity consumer who is subject to time-of-use pricing and a demand charge. Simulations…

Neural and Evolutionary Computing · Computer Science 2014-07-14 Yourim Yoon , Yong-Hyuk Kim

In this paper, we propose a high-level Stochastic steady-state model to analyze the value of co-located energy storage systems for wind power producers that participate in an electricity market through Forward or Day Ahead contracts. In…

Systems and Control · Electrical Eng. & Systems 2022-07-27 Tomas Valencia Zuluaga , Shmuel S. Oren

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

Maintaining the stability of renewable-dominant power systems requires the procurement of virtual inertia services from non-synchronous resources (e.g., batteries, wind turbines) in addition to inertia traditionally provided by synchronous…

Systems and Control · Electrical Eng. & Systems 2022-04-12 Zhirui Liang , Robert Mieth , Yury Dvorkin

We study linear policy approximations for the risk-conscious operation of an industrial energy system with uncertain wind power, significant and variable electricity demand, and high thermal output, as found in a modern foundry. The system…

Optimization and Control · Mathematics 2025-11-24 Johannes Nicklaus , Lea Brass , Gunnar Schubert

Arbitrage is one important revenue source for energy storage in electricity markets. However, a large amount of storage in the market will impact the energy price and reduce potential revenues. This can lead to strategic behaviors of…

General Finance · Quantitative Finance 2022-11-17 Dongwei Zhao , Mehdi Jafari , Audun Botterud , Apurba Sakti
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