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Economic nonlinear MPC for a population of thermostatically controlled loads
Computer Science - Research and Development, 2017Thermostatically controlled loads, including heat pumps, electrical space heaters, air-conditioners, electrical boilers, and refrigerators, have a large potential to provide regulation services to energy systems. In this paper, we design a price-responsive control system for aggregating and coordinating a population of thermostatically controlled loads,
Nikita Zemtsov +4 more
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Adaptive Demand Shaping With Heterogeneous Types of Thermostatically Controlled Loads
IEEE Transactions on Control Systems TechnologyShaping the power consumption of districts via thermostatically controlled loads (TCLs) requires demand response (DR) programs to face the inevitable heterogeneity of the TCLs and buildings populating the district.
Xiaoting Chen +5 more
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Local Communication in Populations of Thermostatically Controlled Loads
ASME Journal of Engineering for Sustainable Buildings and Cities, 2020Abstract Thermostatically controlled loads (TCLs) have shown great potential for demand response (DR) in electric grid operations. However, it has been commonly seen that DR events using TCLs may cause load synchronization and unwanted oscillatory effects, especially in homogeneous populations.
Jason Kuwada +2 more
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2013 IEEE International Conference on Smart Grid Communications (SmartGridComm), 2013
In this paper, we propose a novel hierarchical control algorithm to enable simultaneous participation of aggregations of Thermostatically Controlled Loads (TCLs) in power system Load Frequency Control (LFC) and active distribution network management in order to increase the integration of Renewable Energy Sources (RES).
Evangelos Vrettos, Göran Andersson
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In this paper, we propose a novel hierarchical control algorithm to enable simultaneous participation of aggregations of Thermostatically Controlled Loads (TCLs) in power system Load Frequency Control (LFC) and active distribution network management in order to increase the integration of Renewable Energy Sources (RES).
Evangelos Vrettos, Göran Andersson
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2015 54th IEEE Conference on Decision and Control (CDC), 2015
Controlling the aggregated power of a population of heterogeneous thermostatically controlled loads (TCLs) to provide ancillary service is currently a promising technique in smart grid. This paper proposes an improved population model with device lockout effect considered inherently to describe the aggregate dynamics. Based on the improved model, three
Mingxi Liu, Yang Shi 0001
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Controlling the aggregated power of a population of heterogeneous thermostatically controlled loads (TCLs) to provide ancillary service is currently a promising technique in smart grid. This paper proposes an improved population model with device lockout effect considered inherently to describe the aggregate dynamics. Based on the improved model, three
Mingxi Liu, Yang Shi 0001
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Flexibility capacity of thermostatically controlled loads in a distribution network
2022 American Control Conference (ACC), 2022Austin R. Coffman +2 more
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Sustainable Energy, Grids and Networks
S. Nema, Vivek Prakash, H. Pandžić
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S. Nema, Vivek Prakash, H. Pandžić
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Data-driven Modeling of Thermostatically Controlled Loads
2022 IEEE/PES Transmission and Distribution Conference and Exposition (T&D), 2022Orestis Vasios +2 more
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