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Development of a Self-adapting Intelligent System for Building Energy Saving and Context-aware Smart Services


Bhagyashri S. Satao, V. G. Puranik
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Recent advances in ubiquitous technologies facilitate context-aware systems which can offer situationbased services. Wireless sensor networks (WSNs) have become increasingly important in recent years due to their ability to monitor and manage situational information for various intelligent services in ubiquitous environments. However, existing energy management systems are not effectively implemented in home and building environments due to their architectural limitations, such as static system architecture and a finite battery lifetime. Therefore, in this paper, we propose a Self-adapting intelligent system used for providing building control and energy saving services in buildings. Our system consists of a gateway (selfadapting intelligent gateway) and a sensor (self-adapting intelligent sensor). In addition, we also propose an energyefficiency self-clustering sensor network (ESSN) and a node type indicator based routing (NTIR) protocol that considers the requirements of WSNs, such as network lifetime and system resource management. In order to verify the efficiency of our system, we implemented our system in real test bed and conducted experiments. The results show that autonomous power saving using our system is approximately 16-24% depending on the number of SIS1.

Bhagyashri S. Satao, V. G. Puranik

Self-adapting, pattern generation, intelligent sensor, adaptive middleware, wireless sensor networks

  1. Jinsung Byun and Sehyun Park, Member, IEEE “Development of a Self-adapting Intelligent System for Building Energy Saving and Context-aware Smart Services”IEEE Transactions on Consumer Electronics, February 2011
  2. A. Wheeler, "Commercial Applications of Wireless Sensor Networks Using ZigBee," Communications Magazine, IEEE,2007.
  3. S. Tompros, N. Mouratidis, M. Draaijer, A. Foglar and H. Hrasnica, "Enabling applicability of energy saving applications on the appliances of the home environment," Network, IEEE, 2009.
  4. C. Hyunsuk and K. Oh-Kyong, "A backlight dimming algorithm for low power and high image quality LCD applications," Consumer Electronics, IEEE Transactions on, vol. 55, pp. 839-844, 2009.

Publication Details

Published in : Volume 2 | Issue 2 | March-April - 2016
Date of Publication Print ISSN Online ISSN
2016-05-05 2395-1990 2394-4099
Page(s) Manuscript Number   Publisher
1246-1250 IJSRSET1622251   Technoscience Academy

Cite This Article

Bhagyashri S. Satao, V. G. Puranik, "Development of a Self-adapting Intelligent System for Building Energy Saving and Context-aware Smart Services", International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 2, Issue 2, pp.1246-1250, March-April-2016.
URL : http://ijsrset.com/IJSRSET1622251.php