Title :
Robust snapshot algorithm for power consumption monitoring in computationally constrained micro-grids
Author :
Pacome L. Ambassa;Stephen D. Wolthusen;Anne V. D. M. Kayem;Christoph Meinel
Author_Institution :
Department of Computer Science, University of Cape Town, Rondebosch 7701 Cape Town, South Africa
Abstract :
We present an approach to monitoring power consumption in a distributed computationally constrained micro-grid. Computationally constrained micro-grids typically operate over low-powered computational devices on insecure and unreliable communication networks. Monitoring these networks is important in distinguishing faulty power reports from adversarially manipulated ones. We address this problem with a two-pronged approach, first by characterizing electrical appliances according to consumption behavior models. Second, we propose a delayed snapshot algorithm for collecting aggregated data on power consumption patterns. Our snapshot algorithm is demonstrably efficient in terms of message exchange and offers the added advantage of being resilient to malicious attacks aimed at communication disruption.
Keywords :
"Power demand","Load modeling","Home appliances","Monitoring","Approximation algorithms","Electrical products","Wireless sensor networks"
Conference_Titel :
Smart Grid Technologies - Asia (ISGT ASIA), 2015 IEEE Innovative
Electronic_ISBN :
2378-8542
DOI :
10.1109/ISGT-Asia.2015.7387160