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Simulating the energy dynamics for populations of thermostatically cotrolled loads


C. Vömel

Semester Thesis, HS13 (10324)

Understanding and controlling the energy dynamics of populations of Thermostatically Controlled Loads such as space heaters or air conditioners is of great importance for e ective and `green' power management. In this report, we investigate computational techniques for the simulation of such dynamics by the example of a hybrid model for air conditioner populations that consists of Fokker-Planck equations in the temperature domain that are coupled via discrete ON/OFF state switching. Our study consists of three parts, the nite discretization, sensitivity with respect to model parameters, and representation within the tensor-train framework.


Type of Publication:

(13)Semester/Bachelor Thesis

M. Kamgarpour

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% Autogenerated BibTeX entry
@PhdThesis { Xxx:2013:IFA_4614
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