Title :
Scalable scheduling of building control systems for peak demand reduction
Author :
Nghiem, Truong X. ; Behl, Madhur ; Mangharam, Rahul ; Pappas, G.J.
Author_Institution :
Dept. of Electr. & Syst. Eng., Univ. of Pennsylvania, Philadelphia, PA, USA
Abstract :
In large energy systems, peak demand might cause severe issues such as service disruption and high cost of energy production and distribution. Under the widely adopted peak-demand pricing policy, electricity customers are charged a very high price for their maximum demand to discourage their energy usage in peak load conditions. In buildings, peak demand is often the result of temporally correlated energy demand surges caused by uncoordinated operation of subsystems such as heating, ventilating, air conditioning and refrigeration (HVAC&R) systems and lighting systems. We have previously presented green scheduling as an approach to schedule the building control systems within a constrained peak demand envelope while ensuring that custom climate conditions are facilitated. This paper provides a sufficient schedulability condition for the peak constraint to be realizable for a large and practical class of system dynamics that can capture certain nonlinear dynamics, inter-dependencies, and constrained disturbances. We also present a method for synthesizing periodic schedules for the system. The proposed method is demonstrated in a simulation example to be scalable and effective for a large-scale system.
Keywords :
building management systems; demand side management; electricity supply industry; energy conservation; environmental factors; large-scale systems; nonlinear dynamical systems; pricing; surges; building control systems; constrained disturbances; constrained peak demand envelope; custom climate conditions; electricity customers; energy usage; green scheduling; interdependencies; large energy systems; large-scale system; nonlinear dynamics; peak demand reduction; peak load conditions; peak-demand pricing policy; periodic schedule synthesis; scalable scheduling; sufficient schedulability condition; system dynamics; temporally correlated energy demand surges; uncoordinated subsystem operation; Buildings; Heating; Nonlinear dynamical systems; Real-time systems; Schedules; Thermal conductivity; Trajectory;
Conference_Titel :
American Control Conference (ACC), 2012
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4577-1095-7
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2012.6315252