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相关论文: Designing Real-Time Prices to Reduce Load Variabil…

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This paper develops a multi-period optimization framework to design a voluntary renewable program (VRP) for an electric utility company, aiming to maximize total renewable energy deployments. In the business model of VRP, the utility must…

最优化与控制 · 数学 2026-03-19 Zhiyuan Fan , Tianyi Lin , Bolun Xu

Flexible loads, i.e. the loads whose power trajectory is not bound to a specific one, constitute a sizable portion of current and future electric demand. This flexibility can be used to improve the performance of the grid, should the right…

最优化与控制 · 数学 2014-07-08 Mahdi Kefayati , Ross Baldick

We consider the problem of pricing a reusable resource service system. Potential customers arrive according to a Poisson process and purchase the service if their valuation exceeds the current price. If no units are available, customers…

计算机科学与博弈论 · 计算机科学 2025-02-14 Adam N. Elmachtoub , Jiaqi Shi

We propose an enhancement to wholesale electricity markets whereby the exposure of consumers to increasingly large and volatile consumer payments arising as a byproduct of volatile real-time net loads -- i.e., loads minus renewable outputs…

最优化与控制 · 数学 2024-08-13 Daniel Bienstock , Yury Dvorkin , Cheng Guo , Robert Mieth , Jiayi Wang

Flexibility in power demand, diverse usage patterns and storage capability of plug-in electric vehicles (PEVs) grow the elasticity of residential electricity demand remarkably. This elasticity can be utilized to form the daily aggregated…

最优化与控制 · 数学 2015-12-22 Farshad Rassaei , Wee-Seng Soh , Kee-Chaing Chua

Electricity prices and the end user net load vary with time. Electricity consumers equipped with energy storage devices can perform energy arbitrage, i.e., buy when energy is cheap or when there is a deficit of energy, and sell it when it…

系统与控制 · 电气工程与系统科学 2020-02-06 Md Umar Hashmi , Arpan Mukhopadhyay , Ana Bušić , Jocelyne Elias

In this paper we consider the problem of pricing multiple differentiated products. This is challenging as a price change in one product, not only changes the demand of that particular product, but also the demand for the other products. To…

最优化与控制 · 数学 2017-10-27 Ruben van de Geer , Sandjai Bhulai

A significant part of CO2 emissions is due to high electricity consumption in residential buildings. Using load shifting can help to improve the households' energy efficiency. To nudge changes in energy consumption behavior, simple but…

多智能体系统 · 计算机科学 2022-05-06 Valentyna Riabchuk , Leon Hagel , Felix Germaine , Alona Zharova

Demand Response is an emerging technology which will transform the power grid of tomorrow. It is revolutionary, not only because it will enable peak load shaving and will add resources to manage large distribution systems, but mainly…

信息论 · 计算机科学 2012-09-26 Vicenç Gómez , Michael Chertkov , Scott Backhaus , Hilbert J. Kappen

The fast uptake of distributed energy resources (DERs) presents increasing challenges for managing hosting capacity in distribution networks. Existing solutions include direct load control, operating envelopes, and price-based control…

系统与控制 · 电气工程与系统科学 2026-02-16 Jiawei Zhang , Gregor Verbic , Frederik Geth , Mohsen Aldaadi , Rahmat Heidari , Julio Braslavsky

In recent years, the implementation of the demand response (DR) programs in the power systems scheduling and operation is increased. DR is used to improve the consumers' and power providers economic condition. That said, optimal power flow…

系统与控制 · 电气工程与系统科学 2021-02-17 Sayyad Nojavan , Vafa Ajoulabadi , Tohid Khalili , Ali Bidram

We study an online contextual dynamic pricing problem, where customers decide whether to purchase a product based on its features and price. We introduce a novel approach to modeling a customer's expected demand by incorporating…

机器学习 · 计算机科学 2023-12-27 Jianyu Xu , Yu-Xiang Wang

With increasing energy prices, low income households are known to forego or minimize the use of electricity to save on energy costs. If a household is on a prepaid electricity program, it can be automatically and immediately disconnected…

系统与控制 · 电气工程与系统科学 2024-08-28 Maitreyee Marathe , Line A. Roald

This paper studies the optimal control of a commercial building's thermostatic load during off-peak hours as an ancillary service to the transmission system operator of a power grid. It provides an algorithmic framework which commercial…

最优化与控制 · 数学 2018-06-06 Randall Martyr , John Moriarty , Christian Beck

This paper focuses on energy management in buildings with phase change material (PCM), which is primarily used to improve thermal performance, but can also serve as an energy storage system. In this setting, optimal scheduling of an HVAC…

机器学习 · 计算机科学 2019-12-11 Zahra Rahimpour , Gregor Verbic , Archie C. Chapman

In this study, we investigate the operation of an optimal home energy management system (HEMS) with integrated renewable energy system (RES) and energy storage system (ESS) supporting electricity selling functions. A multi-objective mixed…

系统与控制 · 电气工程与系统科学 2021-01-19 Huy Truong Dinh , Daehee Kim

The large scale deployment of Advanced Metering Infrastructure among residential energy customers has served as a boon for energy systems research relying on granular consumption data. Residential Demand Response aims to utilize the…

系统与控制 · 计算机科学 2016-07-05 Datong Zhou , Maximilian Balandat , Claire Tomlin

The proliferation of ride sharing systems is a major drive in the advancement of autonomous and electric vehicle technologies. This paper considers the joint routing, battery charging, and pricing problem faced by a profit-maximizing…

系统与控制 · 电气工程与系统科学 2020-10-05 Berkay Turan , Ramtin Pedarsani , Mahnoosh Alizadeh

Meeting the ever-growing needs of the power grid requires constant infrastructure enhancement. There are two important aspects for a grid ability to ensure continuous and reliable electricity delivery to consumers: capacity, the maximum…

最优化与控制 · 数学 2024-07-08 Rene Carmona , Xinshuo Yang , Claire Zeng

Electricity market operators worldwide use mixed-integer linear programming to solve the allocation problem in wholesale electricity markets. Prices are typically determined based on the duals of relaxed versions of this optimization…

计算机科学与博弈论 · 计算机科学 2023-12-13 Mete Şeref Ahunbay , Martin Bichler , Teodora Dobos , Johannes Knörr