iLoLeak-Detect: An IoT-based LoRAWAN-enabled Oil Leak Detection System for Smart Cities

被引:8
作者
Baiji, Youssef [1 ]
Sundaravadivel, Prabha [1 ]
机构
[1] Univ Texas Tyler, Dept Elect Engn, Tyler, TX 75799 USA
来源
2019 IEEE INTERNATIONAL SYMPOSIUM ON SMART ELECTRONIC SYSTEMS (ISES 2019) | 2019年
关键词
Internet of Things (IoT); Smart Leak Detection; Smart cities; INTERNET;
D O I
10.1109/iSES47678.2019.00065
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In recent times the oil and gas industry is following the trend of digital transformation. The digital transformation includes implementing innovative solutions to improve and control the assets of the Oil and Gas companies with more reliable and cost-effective systems. Implementing Internet-of-Things (IoT) based monitoring systems can help in remote monitoring and offer better solutions to reduce potential failures and downtime by achieving a better and faster method to acquire information efficiently. The focus of this research is to validate and prove that deploying IoT solutions in the midstream sector by building a leak detection monitoring system can minimize the non-productive time and help generate more revenue for the Oil and Gas companies. The novel solution is building a prototype from end to end that operates on a low-power communication protocol called LoRaWAN (R) and conducting experimental procedures on an actual pipe using water. The proposed methodology yielded 90.83% accuracy in real-time leak detection.
引用
收藏
页码:262 / 267
页数:6
相关论文
共 14 条
[1]   Wavelet DT method for water leak-detection using a vibration sensor: an experimental analysis [J].
Bentoumi, Miloud ;
Chikouche, Djamel ;
Mezache, Amar ;
Bakhti, Haddi .
IET SIGNAL PROCESSING, 2017, 11 (04) :396-405
[2]  
Chen Y, 2018, IEEE INT CONF ELECTR, P1, DOI 10.1109/ICEIEC.2018.8473532
[3]  
Choi CS, 2018, 2018 INTERNATIONAL CONFERENCE ON ELECTRONICS, INFORMATION, AND COMMUNICATION (ICEIC), P184
[4]  
Davcev Danco., 2018, 2018 14th IEEE International Workshop on Factory Communication Systems (WFCS), P1, DOI DOI 10.1109/WFCS.2018.8402368
[5]  
Du JY, 2017, PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), P137, DOI 10.1109/ITNEC.2017.8284924
[6]   Pipe system diagnosis and leak detection by unsteady-state tests. 1. Harmonic analysis [J].
Ferrante, M ;
Brunone, B .
ADVANCES IN WATER RESOURCES, 2003, 26 (01) :95-105
[7]   Design of a High-Performance System for Secure Image Communication in the Internet of Things [J].
Kougianos, Elias ;
Mohanty, Saraju P. ;
Coelho, Gavin ;
Albalawi, Umar ;
Sundaravadivel, Prabha .
IEEE ACCESS, 2016, 4 :1222-1242
[8]   Everything You Wanted to Know About Smart Cities The Internet of Things is the backbone [J].
Mohanty, Saraju P. ;
Choppali, Uma ;
Kougianos, Elias .
IEEE CONSUMER ELECTRONICS MAGAZINE, 2016, 5 (03) :60-70
[9]   Leak detection in pipes by frequency response method using a step excitation [J].
Mpesha, W ;
Chaudhry, MH ;
Gassman, SL .
JOURNAL OF HYDRAULIC RESEARCH, 2002, 40 (01) :55-62
[10]   An Efficient Electric Vehicle Charging Architecture based on LoRa Communication [J].
Ouya, Ange ;
De Aragon, Blanca Martinez ;
Bouette, Cecile ;
Habault, Guillaume ;
Montavont, Nicolas ;
Papadopoulos, Georgios Z. .
2017 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2017, :363-368