scholarly journals Multisensor data fusion for water quality monitoring using wireless sensor networks

2012 ◽  
Author(s):  
Ebrahim Karami ◽  
Francis M. Bui ◽  
Ha H. Nguyen
Keyword(s):  
Water Quality ◽  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Data Fusion ◽  
Water Quality Monitoring ◽  
Quality Monitoring ◽  
Wireless Sensor ◽  
Multisensor Data Fusion ◽  
Multisensor Data

scholarly journals On the Use of an IoT Integrated System for Water Quality Monitoring and Management in Wastewater Treatment Plants

Water ◽  
2020 ◽  
Vol 12 (4) ◽  
pp. 1096 ◽  
Author(s):  
Ramón Martínez ◽  
Nuria Vela ◽  
Abderrazak el Aatik ◽  
Eoin Murray ◽  
Patrick Roche ◽  
...  
Keyword(s):  
Water Quality ◽  
Wireless Sensor Networks ◽  
Wastewater Treatment ◽  
Sensor Networks ◽  
Low Cost ◽  
Treatment Plant ◽  
Water Quality Monitoring ◽  
Quality Monitoring ◽  
Wireless Sensor ◽  
Smart Water

The deteriorating water environment demands new approaches and technologies to achieve sustainable and smart management of urban water systems. Wireless sensor networks represent a promising technology for water quality monitoring and management. The use of wireless sensor networks facilitates the improvement of current centralized systems and traditional manual methods, leading to decentralized smart water quality monitoring systems adaptable to the dynamic and heterogeneous water distribution infrastructure of cities. However, there is a need for a low-cost wireless sensor node solution on the market that enables a cost-effective deployment of this new generation of systems. This paper presents the integration to a wireless sensor network and a preliminary validation in a wastewater treatment plant scenario of a low-cost water quality monitoring device in the close-to-market stage. This device consists of a nitrate and nitrite analyzer based on a novel ion chromatography detection method. The analytical device is integrated using an Internet of Things software platform and tested under real conditions. By doing so, a decentralized smart water quality monitoring system that is conceived and developed for water quality monitoring and management is accomplished. In the presented scenario, such a system allows online near-real-time communication with several devices deployed in multiple water treatment plants and provides preventive and data analytics mechanisms to support decision making. The results obtained comparing laboratory and device measured data demonstrate the reliability of the system and the analytical method implemented in the device.

An Integrated Web Portal for Water Quality Monitoring through Wireless Sensor Networks

2015 ◽  
Vol 7 (1) ◽  
pp. 28-46 ◽  
Author(s):  
Lule Ahmedi ◽  
Besmir Sejdiu ◽  
Eliot Bytyçi ◽  
Figene Ahmedi
Keyword(s):  
Water Quality ◽  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Data Access ◽  
Water Quality Monitoring ◽  
Quality Monitoring ◽  
Wireless Sensor ◽  
Stream Data ◽  
Web Portal ◽  
Wide Range

Wireless sensor networks (WSNs) are aiding water quality monitoring with support for real-time and remote quality measurements in terrain. Environmental monitoring portals receiving data from sensors have been a practice since a while among researchers. However, the Web portal introduced here is essentially an integrated portal since it supports modeling and management of both, the observational stream data on water quality coming from wireless sensors – dynamic data, as well as of the data describing the WSN itself, its devices and the corresponding site allocation data – static data. Access is given to a wide range of individuals, from water experts to WSN engineers, to general public. Experts' module infers statistics about water parameters given the experts' data and rules. The portal is further distinguished for its level of scalability: it allows adding with ease new components, like add certain new regulatory documents for water quality, and directly compare data measured by sensors with corresponding quality standards. The aim is to enrich the portal with semantics in future.

Water quality monitoring using wireless sensor networks

2020 ◽  
Author(s):  
Izanoordina Ahmad ◽  
Nur Izzati Syahirah Noor Ridzuan ◽  
Wan Nur Hurul Asma Wan Hassan ◽  
Mohd Remy Rozainy MAZ
Keyword(s):  
Water Quality ◽  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Water Quality Monitoring ◽  
Quality Monitoring ◽  
Wireless Sensor
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