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advanced-dr's Introduction

Advanced-DR

Advanced demand response algorithms to control residential loads, with focus on Thermostatically-Controlled-Loads (TCLs)

This MATLAB code base provides some foundational blocks and examples for modeling and controlling the dynamics of a large population of TCLs such as air-conditioners, water-heaters, refrigerators and HVAC systems.

Relevant papers:

M. S. Nazir and I. A. Hiskens, "A Dynamical Systems Approach to Modeling and Analysis of Transactive Energy Coordination," in IEEE Transactions on Power Systems, vol. 34, no. 5, pp. 4060-4070, Sept. 2019.

M. S. Nazir, I. A. Hiskens, "Noise and parameter heterogeneity in aggregate models of thermostatically controlled loads", Proc. 20th IFAC World Congress, pp. 8888-8894, 2017.

Author: Md Salman Nazir

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