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Human-in-the-Loop Approach in Thermostatically Controlled Loads

2019 American Control Conference (ACC), 2019
The goal of this study is to include a model of human decisions and preference in the control loop of a cyber-physical system (CPS). An electrical smart grid is selected as an example of such a CPS, and human decision and preference in utilization of thermostatically controlled loads (TCLs) are considered to be included in the control loop of TCLs.
Mehdi Firouznia, Qing Hui
openaire   +1 more source

Multilayered Self-triggered Control for Thermostatically Controlled Loads

IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society, 2019
In this paper, a controller with multilayer structure is proposed to regulate the thermostatically controlled loads (TCLs), so that power sharing and comfort states consensus can be achieved. Since TCLs have great potential to reduce the fluctuations caused by photovoltaic in the building microgrid community, the control of a cluster of TCLs has ...
Zhiyi Chen   +4 more
openaire   +1 more source

State Estimation and Control of Heterogeneous Thermostatically Controlled Loads for Load Following

2012 45th Hawaii International Conference on System Sciences, 2012
Thermostatically controlled loads (TCLs), such as refrigerators, air conditioners, and electric water heaters, can be aggregated and used to deliver power systems services. The effectiveness of control strategies depends on the level of infrastructure and communications.
Johanna L. Mathieu, Duncan S. Callaway
openaire   +1 more source

A PID controller for Direct Load Control of Thermostatically Controlled Appliances

2019 IEEE 58th Conference on Decision and Control (CDC), 2019
Wind and Solar farms are rapidly growing to produce electricity as sustainable resources; however, integrating these renewable resources into the existing power system has introduced new challenges due to their rapid fluctuations. These fast varying generation tends to decrease the reliability of the grid. Managing the demand side is one method to cope
Pegah Yazdkhasti, Chris P. Diduch
openaire   +1 more source

Carbon-Aware Scheduling of Thermostatically Controlled Loads: A Bilevel DRCC Approach

IEEE Transactions on Smart Grid
Thermostatically controlled loads (TCLs), including air conditioners, heat pumps, water heaters, and refrigerators, play a pivotal role in demand response due to their thermal inertia and inherent flexibility.
Yijie Yang   +4 more
semanticscholar   +1 more source

Scheduling Thermostatically Controlled Loads to Provide Regulation Capacity Based on a Learning-Based Optimal Power Flow Model

IEEE Transactions on Sustainable Energy, 2021
Thermostatically controlled load (TCL, such as heating, ventilation, and air conditioning system) is a desirable demand-side flexibility source in distribution networks.
Ge Chen   +4 more
semanticscholar   +1 more source

Evaluation of Equivalent Battery Model Representations for Thermostatically Controlled Loads in Commercial Buildings

Annual Meeting of the IEEE Industry Applications Society, 2022
Models for thermostatically controlled loads in commercial buildings often include many parameters and variables compared to residential buildings. As such, it is beneficial to use reduced-order models to represent these resources.
Akintonde O. Abbas   +4 more
semanticscholar   +1 more source

A Data-Driven Management Strategy of Electric Vehicles and Thermostatically Controlled Loads Based on Modified Generative Adversarial Network

IEEE Transactions on Transportation Electrification, 2021
As part of the transportation system electrification and decarbonization, electric vehicles (EVs) have been experiencing a steady growth in some countries in recent years.
Yuechuan Tao, J. Qiu, Shuying Lai
semanticscholar   +1 more source

On the Use of Thermostatically Controlled Loads for Frequency Control

2019 IEEE Milan PowerTech, 2019
Demand response (DR) is an essential component of the modern power systems. DR service could be considered as a certain extend solution for integrating renewable generation with power systems to increase economic efficiency and enhance reliability.
Maksim Parshin   +3 more
openaire   +1 more source

The flexibility of Thermostatically Controlled Loads for regulation

2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), 2016
Residential Thermostatically Controlled Load (TCL) is an effective resource to participate in power grid active power balancing. However, its distributive characteristic makes control center difficult to directly get its aggregated power. This paper proposed a convenient method to estimate the aggregated power of residential TCL load, which can easily ...
null Yaping Li   +3 more
openaire   +1 more source

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