| Title: |
Monitoring Water Quality through a Telematic Sensor Network and a Fuzzy Expert System |
| Author(s): |
E. Hatzikos, N. Bassiliades, L. Asmanis, I. Vlahavas.
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| Availability: |
Click here to download the PDF (Acrobat Reader) file (29 pages).
|
| Keywords: |
Sensor Network, Pollution Monitoring, Aquatic Uses, Expert System, Fuzzy Logic.
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| Appeared in: |
Expert Systems, Blackwell, 24(3), pp. 143-161, 2007.
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| Abstract: |
In this paper we present an expert system that monitors sea water quality and pollution in
Northern Greece, through a sensor network called "Andromeda". The expert system monitors sensor data collected by Local Monitoring Stations and reasons about the current level of water suitability for various aquatic uses, such as swimming and piscicultures. The aim of the expert system is to help the authorities in the "decisionmaking" process in the battle against the pollution of the aquatic environment, which is very vital for the public health and the economy of Northern Greece. The expert system determines, using fuzzy logic, when certain environmental parameters exceed certain "pollution" limits, which are specified either by the authorities or by environmental scientists, and flags out appropriate alerts. |
| See also : |
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This paper has been cited by the following:
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C. Nichita, M. Oprea, “On the Distributed Water Pollution Control Solving with an Agent-Based Approach”, Proceedings of the First International Symposium on Intelligent and Distributed Computing – IDC 2007, Craiova, Romania, October 18-19, 2007, Springer, pp. 289-294. |
| 2 |
XIE Qin-ming, ZHU Qing-quan, "Primary Study on Construction of Early Warning System of Regional Water Environment Ecological Safe", Jiangxi Science, Vol. 2008, No. 1, pp. 37-42. |
| 3 |
Sundarambal Palani, Shie-Yui Liong, Pavel Tkalich, "An ANN application for water quality forecasting", Marine Pollution Bulletin, Vol. 56, No. 9, Sep. 2008, pp. 1586-1597. |
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Stephane Gagnon, Kemal Cakici, “Integrating Business Services Networks and the Internet of Things: A New Framework for Mobile Software as a Service”, Proceedings of V Conference of the Italian Chapter of AIS (itAIS 2008), Springer, Paris, December 13-14, 2008. |
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Jon G. Hall, Lucia Rapanotti, Karl Cox, Zhi Jin, "Special issue on applications and advances in problem frames", Expert Systems, 25 (1), pp. 4–6, 2008. |
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| 7 |
ZHU Xiu-hua Li Xiaoxu, “Application of Correspondence Analysis Method in City Atmosphere Environmental Quality Assessment”, Journal of Dalian Jiaotong University, 31(1), 2010, pp. 89-94. |
| 8 |
Angulo Bahon, Cecilio ; Rodriguez, Pablo ; Batlle, Montserrat ; Gonzalez, Antonio; de Campos, Sergio, « Deteccion de episodios de baja calidad del agua mediante redes de medida en continuo y aplicacion de sistemas expertos ». Infoenviro : actualidad y tecnologia de la industria medioambiental, Juliol 2010, num. 56, p. 25-31. |
| 9 |
Ni, J.; Zhang, C.; Ren, L.; Yang, S. X.; , "Abrupt Event Monitoring for Water Environment System Based on KPCA and SVM," Instrumentation and Measurement, IEEE Transactions on , vol.PP, no.99, pp.1-10, 0, doi: 10.1109/TIM.2011.2173000, 2011. |
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| 11 |
Zac Bunn, Jose Guerrero and Lori Wolf, “Bringing real world applications for wireless sensor networks into the classroom: Telemetric monitoring of water quality in an artificial stream”, Project Report, Texas Environmental Observatory, Research Experiences for Teachers in Sensor Networks, (UNT RET Site: NSF Grant #1132585), Projects 2012-2013. (http://www.teo.unt.edu/ret/pdf/Aquatics-report.pdf) |
| 12 |
Poonam, Yusuf Mulge, "Wireless Sensor-based Room Temperature Measurement: A Survey”, International Journal of Computer Science and Management Research, ISSN 2278-733X, Vol. 2, Issue 6, June 2013, pp. 2651-2655. |
| 13 |
Clementking, A., Jothi Venkateswaran, C., “Temporal analysis of water quality factors”, (2014) International Journal of Applied Engineering Research, 9 (22), pp. 15627-15633. |
| 14 |
Du, Q.L., Ren, Z.H., Liu, Z.Z., Wang, Y.D., "Prediction of water quality using fuzzy logic", (2014) Advanced Materials Research, 955-959, pp. 3310-3313. |
| 15 |
Zoltan Kazi, Ivana Berković, Biljana Radulović, “LOGICAL PROGRAMMING IN ECOLOGY”, IV International Conference „ECOLOGY OF URBAN AREAS 2014¯, 9-10th October 2014, Zrenjanin, Serbia, pp. 641-647. |
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Ba, A., McKenna, S.A., “Water quality monitoring with online change-point detection methods”, (2015) Journal of Hydroinformatics, 17 (1), pp. 7-19. |
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