Title :
Energy management via pricing in LQ dynamic games
Author :
Coogan, Samuel ; Ratliff, Lillian J. ; Calderone, Daniel ; Tomlin, Claire ; Sastry, S. Shankar
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, Berkeley, CA, USA
Abstract :
This paper investigates the use of pricing mechanisms as a means to achieve a desired feedback control strategy among selfish agents in the context of HVAC resource allocation in buildings. We pose the problem of resource allocation as a linear-quadratic game with many dynamically coupled zone occupants(agents) and an uncoupled social planner. The social planner influences the game by choosing the quadratic dependence on control actions for each agent´s cost function. We propose a neighborhood-based simplification of the dynamic game that results in a more realistic and scalable framework than is considered in standard dynamic game theory. In addition, we construct the pricing design problem as a convex feasibility problem and apply our method to an eight zone building model.
Keywords :
HVAC; building management systems; convex programming; energy management systems; feedback; game theory; linear quadratic control; multi-agent systems; pricing; resource allocation; HVAC; LQ dynamic game; agent cost function; convex feasibility problem; dynamically coupled zone agent; energy management; feedback control strategy; linear quadratic game; neighborhood-based simplification; pricing design problem; pricing mechanism; quadratic dependence; resource allocation; selfish agent; standard dynamic game theory; uncoupled social planner; zone building model; Buildings; Games; Heat transfer; Nash equilibrium; Nickel; Pricing; Vectors;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6579877