19 lines
879 B
TeX
19 lines
879 B
TeX
\section{Previous Research}
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With the increase in computational power and availability of data over time the
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accesibility of data-driven methods for System Identfication and Control has
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also risen significantly.
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The idea of using Gaussian Processes as regression models for control of dynamic
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systems is not new, and has already been explored a number of times. A general
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description of their use, along with the necessary theory and some example
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implementations is given in {\color{red} Add citation to the Gaussian Process
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for dynamic models textbook}
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Gaussian Processes for building control have been studied before in the context
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of Demand Response, {\color{orange} where the buildings are used for their heat
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capacity in order to reduce the stress on energy provides during peak load times}
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% TODO: [Previous Research] Finish with need for adaptive schemes
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\clearpage
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