Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/68081
Title: On optimizing demand response management performance for microgrids under communication unreliability constraint
Authors: Yang, C
Lou, W 
Keywords: Microgrids
Renewable energy sources
Real-time systems
Uncertainty
Power demand
Pricing
Issue Date: 2015
Publisher: Institute of Electrical and Electronics Engineers
Source: The IEEE 2015 Global Communications Conference (GLOBECOM 2015), San Diego, California, USA, December 6-10, 2015, p.1-6 How to cite?
Abstract: When studying the real-time pricing in smart grids, there is a common assumption that a perfect bidirectional communication network is built between supply and demand ends. However, this assumption is unrealistic, especially in a microgrid system which includes renewable energy resources. In this paper, we consider the uncertainty of imperfect communications in both supply and demand ends, which affects the performance of the microgrid system in terms of the packet loss ratio of the power demand information transmission and the forecasting accuracy ratio of the renewable energy generation. We analyze the impacts of unreliable communications on the demand response management (DRM) performance of real-time pricing in the microgrid system. A joint optimization problem is therefore formulated in order to maximize the DRM performance of the microgrid system. Leveraging the dual decomposition, the proposed optimization problem is solved via two sub-problems. Simulation results reveal the impacts of imperfect communications on the DRM performance.
URI: http://hdl.handle.net/10397/68081
ISBN: 978-1-4799-5952-5 (electronic)
978-1-4799-5951-8 (USB)
DOI: 10.1109/GLOCOM.2015.7417162
Appears in Collections:Conference Paper

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