Real-time water quality monitoring using Internet of Things in SCADA

被引:107
作者
Saravanan, K. [1 ]
Anusuya, E. [1 ]
Kumar, Raghvendra [2 ]
Le Hoang Son [3 ]
机构
[1] Anna Univ, Dept Comp Sci & Engn, Reg Campus, Tirunelveli, Tamil Nadu, India
[2] LNCT Coll, Dept Comp Sci & Engn, Jabalpur, MP, India
[3] Vietnam Natl Univ, VNU Informat Technol Inst, Hanoi, Vietnam
关键词
Sensors; Internet of Things; SCADA; Water quality monitoring; Water distribution; INTUITIONISTIC FUZZY-SETS; IDENTIFICATION; ALGORITHMS; CLOUD;
D O I
10.1007/s10661-018-6914-x
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Water pollution is the root cause for many diseases in the world. It is necessary to measure water quality using sensors for prevention of water pollution. However, the related works remain the problems of communication, mobility, scalability, and accuracy. In this paper, we propose a new Supervisory Control and Data Acquisition (SCADA) system that integrates with the Internet of Things (loT) technology for real-time water quality monitoring. It aims to determine the contamination of water, leakage in pipeline, and also automatic measure of parameters (such as temperature sensor, flow sensor, color sensor) in real time using Arduino Atmega 368 using Global System for Mobile Communication (GSM) module. The system is applied in the Tirunelveli Corporation (Metro city of Tamilnadu state, India) for automatic capturing of sensor data (pressure, pH, level, and energy sensors). SCADA system is fine-tuned with additional sensors and reduced cost. The results show that the proposed system outperforms the existing ones and produces better results. SCADA captures the real-time accurate sensor values of flow, temperature, and color and turbidity through the GSM communication.
引用
收藏
页数:16
相关论文
共 64 条
[1]  
Afifi M, 2018, PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN COMPUTER ENGINEERING (ITCE' 2018), P240, DOI 10.1109/ITCE.2018.8316632
[2]   Design and Development of Air and Water Pollution Quality Monitoring Using IoT and Quadcopter [J].
Agarwal, Aditya ;
Shukla, Vishakha ;
Singh, Rajesh ;
Gehlot, Anita ;
Garg, Vikas .
INTELLIGENT COMMUNICATION, CONTROL AND DEVICES, ICICCD 2017, 2018, 624 :485-492
[3]  
Ahmed S., 2018, International Journal of Current Advanced Research, V7, P10436
[4]   A neutrosophic recommender system for medical diagnosis based on algebraic neutrosophic measures [J].
Ali, Mumtaz ;
Le Hoang Son ;
Nguyen Dang Thanh ;
Nguyen Van Minh .
APPLIED SOFT COMPUTING, 2018, 71 :1054-1071
[5]   Interval Complex Neutrosophic Set: Formulation and Applications in Decision-Making [J].
Ali, Mumtaz ;
Luu Quoc Dat ;
Le Hoang Son ;
Smarandache, Florentin .
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (03) :986-999
[6]   Segmentation of dental X-ray images in medical imaging using neutrosophic orthogonal matrices [J].
Ali, Mumtaz ;
Le Hoang Son ;
Khan, Mohsin ;
Nguyen Thanh Tung .
EXPERT SYSTEMS WITH APPLICATIONS, 2018, 91 :434-441
[7]  
[Anonymous], 2017, Local and Metropolitan Area Networks (LANMAN), 2017 IEEE International Symposium, DOI [10.1109/LANMAN.2017.7972166, DOI 10.1109/LANMAN.2017.7972166]
[8]  
Anusuya E., 2017, INT C DISCR COMP MAT
[9]  
Asalmol M, 2017, IMPERIAL J INTERDISC, V3, P45
[10]  
Azman AA, 2016, 2016 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS (I2CACIS), P202, DOI 10.1109/I2CACIS.2016.7885315