Results 11 to 20 of about 4,870 (321)

Fuzzy Neural Network Control of Thermostatically Controlled Loads for Demand-Side Frequency Regulation [PDF]

Energies, 2019
In this paper, a fuzzy neural network controller for regulating demand-side thermostatically controlled loads (TCLs) is designed with the aim of stabilizing the frequency of the smart grid.
Zhengwei Qu, Chenglin Xu, Kai Ma, Zongxu Jiao   +3 more
doaj   +2 more sources

Optimal Power Consumption for Demand Response of Thermostatically Controlled Loads [PDF]

Optimal Control Applications and Methods, 2016
SummaryWe consider the problem of determining the optimal aggregate power consumption of a population of thermostatically controlled loads such as air conditioners. This is motivated by the need to synthesize the demand response for a load serving entity (LSE) catering a population of such customers. We show how the LSE can opportunistically design the
Abhishek Halder, Xinbo Geng, Fernando A. C. C. Fontes, P. R. Kumar, Le Xie   +4 more
openalex   +5 more sources

Hybrid forecasting of demand flexibility: A top-down approach for thermostatically controlled loads

Energy and AI
Demand-side flexibility is crucial to balancing supply and demand, as renewable energy sources are increasingly integrated into the energy mix, and heating and transport systems are becoming more and more electrified.
Luca Massidda, Marino Marrocu
doaj   +2 more sources

A novel distributed control framework for thermostatically controlled loads cluster

Discover Artificial Intelligence
Renewable energy is developing rapidly, and its intermittency and uncertainty pose a serious challenge to the grid’s regulation capability. Demand response, as a crucial means of integrating flexible load-side resources, has become a key technology in ...
Yiyan Zheng, Zhenwei Yu, Li Ding
doaj   +2 more sources

Experimental Analysis of Flexibility Change with Different Levels of Power Reduction by Demand Response Activation on Thermostatically Controlled Loads [PDF]

, 2016
Venkatachalam Lakshmanan, Mattia Marinelli, Junjie Hu, Henrik W. Bindner   +3 more
openalex   +4 more sources

Efficient Desynchronization of Thermostatically Controlled Loads [PDF]

IFAC Proceedings Volumes, 2013
6 pages, 8 ...
Bendtsen, Jan, Sridharan, Srinivas
  +6 more sources

Optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic access

Systems Science & Control Engineering, 2023
To achieve the flexible operation of the active distribution network (ADN), an optimal control method for the ADN considering the soft open point (SOP) and thermostatically controlled loads under distributed photovoltaic (PV) access is proposed.
Lisheng Li, Haidong Yu, Yang Liu, Wenbin Liu, Min Huang, Pengping Zhang, Xinhong You, Shuai Li   +7 more
doaj   +1 more source

Hierarchical control strategy of thermostatically controlled load considering multiple factors

Energy and Buildings, 2023
Hui Xiao, Maolin Zhang, Linjun Zeng, Gongping Wu, Chengsi Wu, Chengyi Wu   +5 more
openalex   +2 more sources

Flexibility Management with Virtual Batteries of Thermostatically Controlled Loads: Real-Time Control System and Potential in Spain

Energies, 2021
Load flexibility management is a promising approach to face the problem of balancing generation and demand in electrical grids. This problem is becoming increasingly difficult due to the variability of renewable energies.
Alejandro Martín-Crespo, Sergio Saludes-Rodil, Enrique Baeyens   +2 more
doaj   +1 more source

Centralized and Decentralized Optimal Control of Variable Speed Heat Pumps

Energies, 2021
Utility service providers are often challenged with the synchronization of thermostatically controlled loads. Load synchronization, as a result of naturally occurring and demand-response events, has the potential to damage power distribution equipment ...
Ryan S. Montrose, John F. Gardner, Aykut C. Satici   +2 more
doaj   +1 more source