Title :
Demand-side energy management by use of a design-then-approximate controller for aggregated thermostatic loads
Author :
Ghanavati, Meysam ; Chakravarthy, Animesh
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Wichita State Univ., Wichita, KS, USA
Abstract :
This paper presents a method to design a controller for a system of aggregated thermostatic loads (TCLs) that are represented by two coupled Partial Differential Equations - the Fokker-Planck Equations. The design goal is to ensure that the cumulative power consumption of the system tracks the desired power. The control algorithm presented in this paper is a Design-then-Approximate (DTA) method, which helps ensure that fundamental properties of the system such as stability, controllability, and observability are preserved during the controller design process, and not lost as a consequence of discretization.
Keywords :
Fokker-Planck equation; demand side management; energy management systems; partial differential equations; power consumption; DTA method; Fokker-Planck equation; TCL; aggregated thermostatic load; controllability; cumulative power consumption; demand-side energy management; design-then-approximate controller design process; discretization; observability; partial differential equation; stability; Aggregates; Load modeling; Mathematical model; Power demand; Sociology; Statistics; Water heating;
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
DOI :
10.1109/ACC.2015.7171900