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Selecting customers for demand response programs is challenging and existing methodologies are hard to scale and poor in performance. The existing methods were limited by lack of temporal consumption information at the individual customer…

应用统计 · 统计学 2014-09-16 Jungsuk Kwac , Ram Rajagopal

The Internet of Things (IoT) paradigm brings an opportunity for advanced Demand Response (DR) solutions. It enables visibility and control on the various appliances that may consume, store or generate energy within a home. It has been shown…

网络与互联网体系结构 · 计算机科学 2017-12-01 Rim Kaddah , Daniel Kofman , Fabien Mathieu , Michal Pioro

We study resource allocation problems in which a central planner allocates resources among strategic agents with private cost functions in order to minimize a social cost, defined as an aggregate of the agents' costs. This setting poses two…

计算机科学与博弈论 · 计算机科学 2026-03-19 Leo Landolt , Anna Maddux , Andreas Schlaginhaufen , Saurabh Vaishampayan , Maryam Kamgarpour

We study the problem of optimal incentive design for voluntary participation of electricity customers in a Direct Load Scheduling (DLS) program, a new form of Direct Load Control (DLC) based on a three way communication protocol between…

系统与控制 · 计算机科学 2013-10-02 Mahnoosh Alizadeh , Yuanzhang Xiao , Anna Scaglione , Mihaela van der Schaar

This paper investigates interaction among residential electricity users and utility company in a distribution network with the capability of two-way communication provided by smart grid. The energy consumption scheduling of electricity…

计算机科学与博弈论 · 计算机科学 2018-07-20 Mojtaba Abolfazli , June Zhang , Anthony Kuh

The uncertainty in the power supply due to fluctuating Renewable Energy Sources (RES) has severe (financial and other) implications for energy market players. In this paper, we present a device-level Demand Response (DR) scheme that…

计算工程、金融与科学 · 计算机科学 2018-05-03 Bijay Neupane , Torben Bach Pedersen , Bo Thiesson

As smart meters continue to be deployed around the world collecting unprecedented levels of fine-grained data about consumers, we need to find mechanisms that are fair to both, (1) the electric utility who needs the data to improve their…

Recently, there is growing interest and need for dynamic pricing algorithms, especially, in the field of online marketplaces by offering smart pricing options for big online stores. We present an approach to adjust prices based on the…

最优化与控制 · 数学 2021-01-13 David Müller , Yurii Nesterov , Vladimir Shikhman

As a typical approach of demand response (DR), direct load control (DLC) enables load service entity (LSE) to adjust electricity usage of home-end customers for peak shaving during DLC event. Households are connected in low voltage…

最优化与控制 · 数学 2017-05-11 Weiye Zheng , Wenchuan Wu , Boming Zhang , Wanxing Sheng

This paper investigates the energy management problem for multiple self-interested users, each with renewable energy generation as well as both the fixed and controllable loads, that all share a common energy storage system (ESS). The…

系统与控制 · 计算机科学 2016-08-16 Katayoun Rahbar , Mohammad R. Vedady Moghadam , Sanjib Kumar Panda , Thomas Reindl

We propose a novel reliability model for composing energy service requests. The proposed model is based on consumers' behavior and history of energy requests. The reliability model ensures the maximum incentives to providers. Incentives are…

分布式、并行与集群计算 · 计算机科学 2021-01-21 Amani Abusafia , Athman Bouguettaya

Incentivizing flexible consumption of end-users is key to maximizing the value of local exchanges within Renewable Energy Communities. If centralized coordination for flexible resources planning raises concerns regarding data privacy and…

系统与控制 · 电气工程与系统科学 2026-01-12 Thomas Stegen , Julien Allard , Noé Diffels , François Vallée , Mevludin Glavic , Zacharie De Grève , Bertrand Cornélusse

For a large (and recently increasing) number of households, affordability is a major hurdle in accessing sufficient electricity and avoiding service disconnections. For such households, in-home energy rationing, i.e. the need to actively…

系统与控制 · 电气工程与系统科学 2023-04-20 Maitreyee Marathe , Line A. Roald

Demand response (DR) is not only a crucial solution to the demand side management but also a vital means of electricity market in maintaining power grid reliability, sustainability and stability. DR can enable consumers (e.g. data centers)…

计算机科学与博弈论 · 计算机科学 2019-01-11 Jianhai Chen , Deshi Ye , Shouling Ji , Qinming He , Yang Xiang , Zhenguang Liu

Current smartphone operating systems regulate application permissions by prompting users on an ask-on-first-use basis. Prior research has shown that this method is ineffective because it fails to account for context: the circumstances under…

密码学与安全 · 计算机科学 2017-03-08 Primal Wijesekera , Arjun Baokar , Lynn Tsai , Joel Reardon , Serge Egelman , David Wagner , Konstantin Beznosov

Within the context of renewable energy communities, this paper focuses on optimal operation of producers equipped with energy storage systems in the presence of demand response. A novel strategy for optimal scheduling of the storage systems…

最优化与控制 · 数学 2025-03-11 Gianni Bianchini , Marco Casini , Milad Gholami

Demand response provides utilities with a mechanism to share with end users the stochasticity resulting from the use of renewable sources. Pricing is accordingly used to reflect energy availability, to allocate such a limited resource to…

人工智能 · 计算机科学 2016-06-08 Andrea Monacchi , Wilfried Elmenreich

Under Smart Grid environment, the consumers may respond to incentive--based smart energy tariffs for a particular consumption pattern. Demand Response (DR) is a portfolio of signaling schemes from the utility to the consumers for load…

信号处理 · 电气工程与系统科学 2019-05-28 Shashank Singh , Aryesh Namboodiri , M. P. Selvan

Utilities have introduced demand charges to encourage customers to reduce their demand peaks, since a high peak may cause very high costs for both the utility and the consumer. We herein study the bill minimization problem for customers…

最优化与控制 · 数学 2024-02-13 Lucas Weber , Ana Bušić , Jiamin Zhu

A significant portion of a consumer's annual electrical costs can be made up of coincident peak charges: a transmission surcharge for power consumed when the entire system is at peak demand. This charge occurs only a few times annually, but…

最优化与控制 · 数学 2019-08-05 Chase P. Dowling , Baosen Zhang