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

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We study the pricing problem faced by a firm that sells a large number of products, described via a wide range of features, to customers that arrive over time. Customers independently make purchasing decisions according to a general choice…

机器学习 · 统计学 2018-01-03 Adel Javanmard , Hamid Nazerzadeh

Heating, Ventilation, and Air Conditioning (HVAC) systems account for approximately 38% of building energy consumption globally, making them one of the most energy-intensive services. The increasing emphasis on energy efficiency and…

系统与控制 · 电气工程与系统科学 2025-05-12 Xinyu Liang , Frits de Nijs , Buser Say , Hao Wang

Realizing a shared responsibility between providers and consumers is critical to manage the sustainability of HPC. However, while cost may motivate efficiency improvements by infrastructure operators, broader progress is impeded by a lack…

分布式、并行与集群计算 · 计算机科学 2025-12-03 Alok Kamatar , Maxime Gonthier , Valerie Hayot-Sasson , Andre Bauer , Marcin Copik , Torsten Hoefler , Raul Castro Fernandez , Kyle Chard , Ian Foster

Further electrification of the economy is expected to sharpen ramp rates and increase peak loads. Flexibility from the demand side, which new technologies might facilitate, can help these operational challenges. Electric utilities have…

系统与控制 · 电气工程与系统科学 2025-07-10 Lane D. Smith , Daniel S. Kirschen

The continuous introduction of renewable electricity and increased consumption through electrification of the transport and heating sector challenges grid stability. This study investigates load shifting through demand side management as a…

系统与控制 · 电气工程与系统科学 2023-07-04 Simon Thorsteinsson , Alex Arash Sand Kalaee , Pierre Vogler-Finck , Henrik Lund Stærmose , Ivan Katic , Jan Dimon Bendtsen

The growing adoption of electric vehicles (EVs) is increasing peak demand in distribution systems, which can threaten grid stability and reduce operational efficiency. Dynamic electricity pricing is a promising means of mitigating these…

系统与控制 · 电气工程与系统科学 2026-05-27 Jiarui Yu , Zhiyu He , Wenbin Wang , Colin N. Jones , Florian Dörfler , Hanmin Cai

We present an online stochastic model predictive control framework for demand charge management for a grid-connected consumer with attached electrical energy storage. The consumer we consider must satisfy an inflexible but stochastic…

系统与控制 · 电气工程与系统科学 2020-07-07 Benjamin Flamm , Guillermo Ramos , Annika Eichler , John Lygeros

The problem of heat system pricing is considered. A direct extension of locational marginal prices (LMP) in electricity markets to heat systems may lead to revenue inadequate issues. The underlying reason for such a problem is that, unlike…

系统与控制 · 电气工程与系统科学 2022-08-18 Xinyi Yi , Ye Guo , Hongbin Sun

This paper evaluates market equilibrium under different pricing mechanisms in a two-settlement 100%-renewables electricity market. Given general probability distributions of renewable energy, we establish game-theoretical models to analyze…

系统与控制 · 电气工程与系统科学 2023-05-23 Dongwei Zhao , Audun Botterud , Marija Ilic

Due to changes in frequency and intensity of extreme weather events, such as heatwaves and storms, power systems around the globe are having to deal with increased imbalance between demand and supply and additional risk of loss of supply,…

系统与控制 · 电气工程与系统科学 2025-12-01 Edward Moroshko , Weizhe Qin , Desen Kirli , Mohammed Qais , Sotirios Tsaftaris , Aristides Kiprakis

The manufacturing industry is under growing pressure to enhance sustainability while preserving economic competitiveness. As a result, manufacturers have been trying to determine how to integrate onsite renewable energy and real-time…

系统与控制 · 电气工程与系统科学 2025-07-22 Hongliang Li , Herschel C. Pangborn , Ilya Kovalenko

We consider the setting in which an electric power utility seeks to curtail its peak electricity demand by offering a fixed group of customers a uniform price for reductions in consumption relative to their predetermined baselines. The…

机器学习 · 计算机科学 2018-06-20 Kia Khezeli , Eilyan Bitar

The significant presence of demand charges in electric bills motivates large-load customers to utilize energy storage to reduce the peak procurement from the grid. We herein study the problem of energy storage allocation for peak…

数据结构与算法 · 计算机科学 2022-09-20 Yanfang Mo , Qiulin Lin , Minghua Chen , Si-Zhao Joe Qin

The rising demand for electricity and its essential nature in today's world calls for intelligent home energy management (HEM) systems that can reduce energy usage. This involves scheduling of loads from peak hours of the day when energy…

信号处理 · 电气工程与系统科学 2020-12-30 Alwyn Mathew , Abhijit Roy , Jimson Mathew

Systems for heating, ventilation and air-conditioning (HVAC) of buildings are traditionally controlled by a rule-based approach. In order to reduce the energy consumption and the environmental impact of HVAC systems more advanced control…

多智能体系统 · 计算机科学 2023-09-14 Daniel Bayer , Marco Pruckner

The performance of an energy system under a real-time pricing mechanism depends on the consumption behavior of its customers, which involves uncertainties. In this paper, we consider a system operator that charges its customers with a…

系统与控制 · 计算机科学 2016-11-17 Ceyhun Eksin , Hakan Delic , Alejandro Ribeiro

We consider a scenario where a retailer can set different prices for different consumers in a smart grid. The retailer's objective is to maximize the revenue, minimize the operating cost, and maximize the consumer's welfare. The retailer…

最优化与控制 · 数学 2021-11-09 Diptangshu Sen , Kushaagra Goyal , Varun Ramamohan , Arnob Ghosh

With the global energy transition and rapid development of renewable energy, the scheduling optimization challenge for combined power-heat systems under new energy integration and multiple uncertainties has become increasingly prominent.…

机器学习 · 计算机科学 2025-11-27 Jin Ye , Lingmei Wang , Shujian Zhang , Haihang Wu

Being able to adjust the demand of electricity can be an effective means for power system operators to compensate fluctuating renewable generation, to avoid grid congestion, and to cope with other contingencies. Electric heating and cooling…

系统与控制 · 计算机科学 2018-06-21 Fabian L. Müller , Bernhard Jansen

Electric heat-pump water heaters (HPWHs) could reduce the energy costs, emissions, and power grid impacts associated with water heating, the second-largest energy use in United States housing. However, most HPWHs today require 240 V…

系统与控制 · 电气工程与系统科学 2025-10-16 Levi D. Reyes Premer , Elias N. Pergantis , Leo Semmelmann , Davide Ziviani , Kevin J. Kircher