DocumentCode :
133456
Title :
A two-layer energy efficient framework using SAW sensor network for leakage detection in monitoring water distribution system
Author :
Zhaozhao Tang ; Wenyan Wu
Author_Institution :
Fac. of Arts & Creative Technol., Staffordshire Univ., Stafford, UK
fYear :
2014
fDate :
12-13 Sept. 2014
Firstpage :
158
Lastpage :
163
Abstract :
Leakage detection is of great importance in reducing water loss, saving energy as well as preventing drinking water and environment from contamination. Previous leakage detection frameworks using wireless sensors for continuous monitoring in hydraulic networks are considerably energy consuming due to their relatively simple structure and power supply for sensor nodes. Surface Acoustic Wave (SAW) sensors are widely applied in real time monitoring in various applications as SAW do not need power supply and can be accessed wirelessly. In this paper, a new efficient two-layer event detection framework using SAW sensor network in monitoring water distribution system is proposed. Initial abnormal events can be detected in the reader and leakage can be detected in the data centre through calculation by the leakage detection model. To alleviate energy consumption of the leakage detection framework, two-layer control strategies are proposed at data extraction process and data communication process.
Keywords :
energy conservation; energy consumption; leak detection; monitoring; surface acoustic wave sensors; water supply; SAW sensor network; contamination; data centre; data communication process; data extraction process; drinking water; energy consumption; energy saving; hydraulic network; leakage detection; power supply; surface acoustic wave sensor; two-layer control strategy; two-layer energy efficient framework; two-layer event detection framework; water distribution monitoring system; water loss reduction; wireless sensor network; Data mining; Event detection; Monitoring; Sensors; Surface acoustic waves; Wireless communication; SAW; control; leakage detection; signal processing; water distribution system; wireless sensor network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation and Computing (ICAC), 2014 20th International Conference on
Conference_Location :
Cranfield
Type :
conf
DOI :
10.1109/IConAC.2014.6935479
Filename :
6935479
Link To Document :
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