DocumentCode
2849231
Title
Modeling and control insights into demand-side energy management through setpoint control of thermostatic loads
Author
Bashash, S. ; Fathy, H.K.
Author_Institution
Dept. of Mech. Eng., Univ. of Michigan, Ann Arbor, MI, USA
fYear
2011
fDate
June 29 2011-July 1 2011
Firstpage
4546
Lastpage
4553
Abstract
This paper examines the problem of using thermostat offset signals to directly control distributed air conditioning loads attached to the grid. The paper models these loads using a novel partial differential equation framework that builds on existing diffusion- based load modeling ideas in the literature. Both this PDE model and its finite-difference discretizations are bilinear in the state and control variables. This key insight creates a unique opportunity for designing nonlinear direct load control algorithms with theoretically guaranteed Lyapunov stability properties. The paper´s main contribution to the literature is the development of the bilinear PDE model and Lyapunov- stable controller for real-time management of thermostatic air conditioning loads.
Keywords
air conditioning; bilinear systems; control system synthesis; demand side management; distributed control; energy management systems; finite difference methods; load regulation; nonlinear control systems; partial differential equations; power grids; stability; thermostats; Lyapunov-stable controller; bilinear PDE model; bilinear state control variable; demand-side energy management; diffusion-based load modeling; directly control distributed air conditioning load; finite-difference discretization; nonlinear direct load control algorithm; partial differential equation framework; power grid; setpoint control; thermostat offset signal; thermostatic air conditioning load; Aggregates; Air conditioning; Atmospheric modeling; Equations; Load modeling; Mathematical model;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2011
Conference_Location
San Francisco, CA
ISSN
0743-1619
Print_ISBN
978-1-4577-0080-4
Type
conf
DOI
10.1109/ACC.2011.5990939
Filename
5990939
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