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
fDate :
June 29 2011-July 1 2011
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;
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4577-0080-4
DOI :
10.1109/ACC.2011.5990939