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Simulating the energy dynamics for populations of thermostatically cotrolled loads

Author(s):

C. Vömel
Conference/Journal:

Semester Thesis, HS13 (10324)
Abstract:

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.

Year:

2013
Type of Publication:

(13)Semester/Bachelor Thesis
Supervisor:

M. Kamgarpour

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