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Applications of Probabilistic Forecasting in Demand Response

Applied Sciences
Studies on probabilistic demand forecasting remain relatively limited compared with point forecasting, despite it being especially valuable for operational and planning purposes. This paper demonstrates different applications of probabilistic forecasting
María Carmen Ruiz-Abellón, Luis Alfredo Fernández-Jiménez, Antonio Guillamón, Antonio Gabaldón   +3 more
doaj   +3 more sources

Demand-Response in Smart Buildings [PDF]

, 2020
This book represents the Special Issue of Energies, entitled “Demand-Response in Smart Buildings”, that was published in the section “Energy and Buildings”.

core   +2 more sources

Demand Response in Smart Grids

Energies, 2023
The Special Issue “Demand Response in Smart Grids” includes 10 papers [...]
Pedro Faria, Zita Vale
doaj   +1 more source

Prepared for regional self-supply? On the regional fit of electricity demand and supply in Germany

Energy Strategy Reviews, 2021
Decentralized systems seeking to balance electricity supply and demand regionally are increasingly being discussed. Regional flexibility concepts, however, require spatially and temporally highly resolved knowledge.
Matthias Kühnbach, Anke Bekk, Anke Weidlich   +2 more
doaj   +1 more source

A Heterogeneous Multi-Agent System Model With Navigational Feedback for Load Demand Management of a Zonal Medium Voltage DC Shipboard Power System

IEEE Access, 2019
Increased demand of electric ship power with emerging requirements for serving highly dynamic loads at limited power sources, has motivated the development of medium voltage DC shipboard power systems.
Wenzeng Du, Genke Yang, Changchun Pan, Peifeng Xi   +3 more
doaj   +1 more source

Artificial Intelligence Enabled Demand Response: Prospects and Challenges in Smart Grid Environment

IEEE Access, 2023
Demand Response (DR) has gained popularity in recent years as a practical strategy to increase the sustainability of energy systems while reducing associated costs.
Muhammad Adnan Khan, Ahmed Mohammed Saleh, Muhammad Waseem, Intisar Ali Sajjad   +3 more
doaj   +1 more source

Two-stage blockchain-based transaction mechanism of demand response quota

Energy Reports, 2022
The current price guided demand response mechanism is difficult to accurately achieve the expected load reduction goal for the grid company, while the direct control demand response mechanism cannot meet the requirements of users for autonomous power ...
Tianhan Zhang, Ziqiang Zhou, Ying Yao, Ting Lv, Zhi Zhang, Pengfei Lu, Yunchu Wang, Zhenzhi Lin   +7 more
doaj   +1 more source

A Discount-Based Time-of-Use Electricity Pricing Strategy for Demand Response With Minimum Information Using Reinforcement Learning

IEEE Access, 2022
Demand Response (DR) programs show great promise for energy saving and load profile flattening. They bring about an opportunity for indirect control of end-users’ demand based on different price policies.
Alejandro Fraija, Kodjo Agbossou, Nilson Henao, Sousso Kelouwani, Michael Fournier, Sayed Saeed Hosseini   +5 more
doaj   +1 more source

Data-Driven Optimization of Incentive-based Demand Response System with Uncertain Responses of Customers

Energies, 2017
Demand response is nowadays considered as another type of generator, beyond just a simple peak reduction mechanism. A demand response service provider (DRSP) can, through its subcontracts with many energy customers, virtually generate electricity with ...
Jimyung Kang, Jee-Hyong Lee
doaj   +1 more source

Demand response strategies in residential buildings clusters to limit HVAC peak demand [PDF]

E3S Web of Conferences, 2021
Due to the increasing spread of residential heating systems electrically powered, buildings show a great potential in producing demand side management strategies addressing their thermal loads.
Mugnini Alice, Polonara Fabio, Arteconi Alessia   +2 more
doaj   +1 more source