I. Introduction
Electrical power infrastructure is undergoing major changes driven by regulatory efforts towards reducing energy consumption and by the availability of relevant technologies. The resulting smart grid [1] is envisioned to have connected loads, generation facilities and renewable energy sources tied together by communication and control means. Dynamic load management in order to match electricity generation and transmission/usage in such a smart grid becomes increasingly relevant and challenging [2]. Load management techniques like demand response have been found to significantly contribute to peak load reduction [3], [4]. In this paper, we consider demand response achieved via control of lighting systems in buildings.