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We consider a distribution warehouse where both the inbound inventory replenishment and outbound dispatch decisions are subject to fixed (as well as per-unit) transportation charges and demand is stochastic. In order to realize scale…

最优化与控制 · 数学 2020-12-07 Bo Wei , Sila Cetinkaya , Daren B. H. Cline

An energy storage technology is valuable if it makes energy systems cheaper. Traditional ways to improve storage technologies are to reduce their costs; however, the cheapest energy storage is not always the most valuable in energy systems.…

系统与控制 · 电气工程与系统科学 2022-07-12 Maximilian Parzen , Fabian Neumann , Addrian H. Van Der Weijde , Daniel Friedrich , Aristides Kiprakis

We analyze how both traditional data center integration and dispatchable load integration affect power grid efficiency. We use detailed network models, parallel optimization solvers, and thousands of renewable generation scenarios to…

最优化与控制 · 数学 2016-06-02 Kibaek Kim , Fan Yang , Victor M. Zavala , Andrew A. Chien

We develop a stochastic game-theoretic model for intraday dispatch of grid-scale battery energy storage systems (BESSs). We assume that each BESS operator competitively manages her state-of-charge to maximize energy arbitrage revenues,…

最优化与控制 · 数学 2026-05-11 Ruimeng Hu , Mike Ludkovski , Hezhong Zhang

In [1], a single-period co-optimization model of energy and reserve is considered to better illustrate the properties of the co-optimization model and the associated market mechanism. To make the discussion more general, in this paper, the…

系统与控制 · 电气工程与系统科学 2021-09-27 Jiantao Shi , Ye Guo , Lang Tong , Wenchuan Wu , Hongbin Sun

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…

系统与控制 · 电气工程与系统科学 2023-03-20 Utkarsha Agwan , Junjie Qin , Kameshwar Poolla , Pravin Varaiya

Bike-sharing systems are emerging in various cities as a new ecofriendly transportation system. In these systems, spatiotemporally varying user demands lead to imbalanced inventory at bicycle stations, resulting in additional relocation…

机器学习 · 计算机科学 2025-09-01 Tatsuya Mitomi , Fumiyasu Makinoshima , Fumiya Makihara , Eigo Segawa

This letter introduces a method to manage energy storage in electricity grids. Starting from the stochastic characterization of electricity generation and demand, we propose an equation that relates the storage level for every time-step as…

系统与控制 · 计算机科学 2016-12-05 Pedro H. J. Nardelli , Hirley Alves

In order to coordinate multiple different scheduling objectives from the perspectives of economy, environment and users, a practical multi-objective dynamic optimal dispatch model incorporating energy storage and user experience is proposed…

系统与控制 · 电气工程与系统科学 2024-12-20 Yang Li , Zhen Yang , Dongbo Zhao , Hangtian Lei , Bai Cui , Shaoyan Li

Energy storage has exhibited great potential in providing flexibility in power system to meet critical peak demand and thus reduce the overall generation cost, which in turn stabilizes the electricity prices. In this work, we exploit the…

系统与控制 · 电气工程与系统科学 2020-05-05 Jiasheng Zhang , Nan Gu , Chenye Wu

We study the optimal control of storage which is used for arbitrage, i.e. for buying a commodity when it is cheap and selling it when it is expensive. Our particular concern is with the management of energy systems, although the results are…

最优化与控制 · 数学 2014-06-17 James Cruise , Richard Gibbens , Stan Zachary

Optimal scheduling of deferrable electrical loads can reshape the aggregated load profile to achieve higher operational efficiency and reliability. This paper studies deferrable load scheduling under demand charge that imposes a penalty on…

最优化与控制 · 数学 2021-01-13 Lei Yang , Xinbo Geng , Xiaohong Guan , Lang Tong

The integration of renewable sources poses challenges at the operational and economic levels of the power grid. In terms of keeping the balance between supply and demand, the usual scheme of supply following load may not be appropriate for…

系统与控制 · 计算机科学 2014-04-07 Ashutosh Nayyar , Matias Negrete-Pincetic , Kameshwar Poolla , Pravin Varaiya

In this work we investigate the inefficiency of the electricity system with strategic agents. Specifically, we prove that without a proper control the total demand of an inefficient system is at most twice the total demand of the optimal…

计算机科学与博弈论 · 计算机科学 2015-09-10 Carlos Barreto , Eduardo Mojica-Nava , Nicanor Quijano

While the use of energy storage combined with grid-scale photovoltaic power plants continues to grow, given current lithium-ion battery prices, there remains uncertainty about the profitability of these solar-plus-storage projects. At the…

物理与社会 · 物理学 2020-05-21 Ian Mathews , Bolun Xu , Wei He , Vanessa Barreto , Tonio Buonassisi , Ian Marius Peters

We propose a bidding method for the participation of combined heat and power (CHP) units in the day-ahead electricity market. More specifically, we consider a district heating system where heat can be produced by CHP units or heat-only…

最优化与控制 · 数学 2022-03-17 Ignacio Blanco , Anders N. Andersen , Daniela Guericke , Henrik Madsen

The work presented in this paper relates to a small scale district heating network heated by a gas fired CHP. In most common situations, such a CHP is heat driven operated, meaning that the CHP will switch on whenever heat is needed, while…

系统与控制 · 计算机科学 2017-02-21 Dirk Vanhoudt , Bert Claessens , Robbe Salenbien , Johan Desmedt

Integrating volatile renewable energy resources into the bulk power grid is challenging, due to the reliability requirement that at each instant the load and generation in the system remain balanced. In this study, we tackle this challenge…

系统与控制 · 计算机科学 2016-11-17 Miao He , Sugumar Murugesan , Junshan Zhang

This paper proposes a fully distributed Demand-Side Management system for Smart Grid infrastructures, especially tailored to reduce the peak demand of residential users. In particular, we use a dynamic pricing strategy, where energy tariffs…

计算机科学与博弈论 · 计算机科学 2014-05-09 Antimo Barbato , Antonio Capone , Lin Chen , Fabio Martignon , Stefano Paris

Energy storage and electrification of buildings hold great potential for future decarbonized energy systems. However, there are several technical and economic barriers that prevent large-scale adoption and integration of energy storage in…

系统与控制 · 电气工程与系统科学 2023-10-23 Min Gyung Yu , Xu Ma , Bowen Huang , Karthik Devaprasad , Fredericka Brown , Di Wu