This project presents the design and development of a low cost system for real time monitoring of drinking water quality at consumer sites. The system consists of several in-pipes Electrochemical and optical sensors and em phasis is given on low cost,lightweight implementation and reliable long time operation. Su ch implementation is suitable for large deployments enabling a sensor network approach for providing spatiotemporally rich data to water consumers,water companies and authorities. Extensive literature and market research is performed to identify low cost,on-line sensors that can reliably monitor several parameters which can be used to infer the water quality. In this project we overcome the drawback present in existing system by monitoring water quality prob lem for drinking water distribution systems as well as for consumer sites. Our approach is based on the development of low cost sensor nodes for real time and in-pipe monitoring and assessment of wa ter quality on the fly. The ma in sensor node consists of electrochemical and optical sens ors which can be used to mon itor the water quality. From the sensor node we are sending monitored values to control room (A RM board) through RS232 serial cable.
Review Report on Canel and Subcanel Water Level SurveillanceIRJET Journal
This document provides a review of various methods for monitoring and controlling water levels in canals, dams, and irrigation systems. It discusses several prior studies that implemented wireless sensor networks or microcontroller-based systems using water level sensors to automatically monitor water levels and control water flow. The proposed system in this document would design and develop a wireless surveillance system to monitor water levels in canals and sub-canals in order to reduce water wastage and ensure efficient irrigation. It analyzes related works and various technologies like ZigBee that could be used to create a low-cost, low-power water level monitoring and control system.
portable_flow_measurement-pr-en PES Scotland NIVUSDavid White
The document discusses portable flow measurement instruments for sewer networks. It provides information on:
- The PCM Pro and PCM 4 portable flow measurement transmitters, sensors, and accessories for measuring flow in sewer pipes and channels.
- The measurement principles of using ultrasonic sensors to measure flow velocity and level to calculate flow rates in partially or fully filled pipes.
- Features of the PCM systems like easy operation, redundant data storage, and indication of real flow profiles to assess measurement sites.
- A variety of sensor types suited for different pipe and channel applications and measurement ranges.
The document discusses a canal network flow monitoring system (CNFMS) being developed as part of the ClimaAdapt project at the Water And Land Management Training and Research Institute (WALAMTARI) to monitor canal flows. The CNFMS uses sensors and software to automatically collect gauge readings with minimal human intervention, increasing accuracy and efficiency. Various sensor types are described, including ultrasonic, radar, and pressure sensors. Implementation of the CNFMS involves sensor development, software development, operation and maintenance of the system, and decision support tools to analyze and visualize the water level and flow data.
Techport is an end-to end latest solutions provider for remote monitoring applications.We offer the most comprehensive set of chemical and equipment solutions and services available, helping our customers manage and optimize their water resources and process challenges across industries and municipalities.
This document provides guidelines for real-time effluent quality monitoring systems in India. It discusses the need for continuous online monitoring to strengthen compliance monitoring of polluting industries. Various technologies for online measurement of parameters like pH, COD, BOD are described, including photometric, ion selective electrodes, colorimetric, UV absorption, and total organic carbon methods. Considerations for effective online analyzers like automation, precision, robustness are outlined. The suitability of different technologies for monitoring various industrial sectors is also assessed in tables.
Real time water quality monitoring system in ganga basinHydrologyWebsite
The document describes three attempts at real-time water quality monitoring of the Ganga and Yamuna rivers in India between 1992-2012. The first two attempts using analyser-based systems failed after a few months due to lack of telecommunication and erratic data values. The third attempt starting in 2012 uses a sensor-based system that has been functioning for over 15 months, transmitting data via telemetry. It monitors 10 parameters at 10 locations on the two rivers. The system provides valuable data but has limitations around site selection, calibration and dropouts. Expansion of the network to more polluted stretches is envisioned.
Advanced gas leakage detection using acoustic sensors newYatheesh Kaggere
The document discusses methods for detecting gas leaks in pipelines. It begins with an introduction to the importance and challenges of monitoring vast pipeline networks transporting oil and gas. It then reviews several existing approaches for continuous and non-continuous leak detection, including pressure analysis, mass balance, and acoustic sensors. The document proposes a new hybrid system using both gas sensors and ultrasonic sensors to quickly detect leaks and pinpoint their location. It concludes that while technologies are advancing, the proposed system offers a more accurate and cost-effective solution compared to other current methods.
Review Report on Canel and Subcanel Water Level SurveillanceIRJET Journal
This document provides a review of various methods for monitoring and controlling water levels in canals, dams, and irrigation systems. It discusses several prior studies that implemented wireless sensor networks or microcontroller-based systems using water level sensors to automatically monitor water levels and control water flow. The proposed system in this document would design and develop a wireless surveillance system to monitor water levels in canals and sub-canals in order to reduce water wastage and ensure efficient irrigation. It analyzes related works and various technologies like ZigBee that could be used to create a low-cost, low-power water level monitoring and control system.
portable_flow_measurement-pr-en PES Scotland NIVUSDavid White
The document discusses portable flow measurement instruments for sewer networks. It provides information on:
- The PCM Pro and PCM 4 portable flow measurement transmitters, sensors, and accessories for measuring flow in sewer pipes and channels.
- The measurement principles of using ultrasonic sensors to measure flow velocity and level to calculate flow rates in partially or fully filled pipes.
- Features of the PCM systems like easy operation, redundant data storage, and indication of real flow profiles to assess measurement sites.
- A variety of sensor types suited for different pipe and channel applications and measurement ranges.
The document discusses a canal network flow monitoring system (CNFMS) being developed as part of the ClimaAdapt project at the Water And Land Management Training and Research Institute (WALAMTARI) to monitor canal flows. The CNFMS uses sensors and software to automatically collect gauge readings with minimal human intervention, increasing accuracy and efficiency. Various sensor types are described, including ultrasonic, radar, and pressure sensors. Implementation of the CNFMS involves sensor development, software development, operation and maintenance of the system, and decision support tools to analyze and visualize the water level and flow data.
Techport is an end-to end latest solutions provider for remote monitoring applications.We offer the most comprehensive set of chemical and equipment solutions and services available, helping our customers manage and optimize their water resources and process challenges across industries and municipalities.
This document provides guidelines for real-time effluent quality monitoring systems in India. It discusses the need for continuous online monitoring to strengthen compliance monitoring of polluting industries. Various technologies for online measurement of parameters like pH, COD, BOD are described, including photometric, ion selective electrodes, colorimetric, UV absorption, and total organic carbon methods. Considerations for effective online analyzers like automation, precision, robustness are outlined. The suitability of different technologies for monitoring various industrial sectors is also assessed in tables.
Real time water quality monitoring system in ganga basinHydrologyWebsite
The document describes three attempts at real-time water quality monitoring of the Ganga and Yamuna rivers in India between 1992-2012. The first two attempts using analyser-based systems failed after a few months due to lack of telecommunication and erratic data values. The third attempt starting in 2012 uses a sensor-based system that has been functioning for over 15 months, transmitting data via telemetry. It monitors 10 parameters at 10 locations on the two rivers. The system provides valuable data but has limitations around site selection, calibration and dropouts. Expansion of the network to more polluted stretches is envisioned.
Advanced gas leakage detection using acoustic sensors newYatheesh Kaggere
The document discusses methods for detecting gas leaks in pipelines. It begins with an introduction to the importance and challenges of monitoring vast pipeline networks transporting oil and gas. It then reviews several existing approaches for continuous and non-continuous leak detection, including pressure analysis, mass balance, and acoustic sensors. The document proposes a new hybrid system using both gas sensors and ultrasonic sensors to quickly detect leaks and pinpoint their location. It concludes that while technologies are advancing, the proposed system offers a more accurate and cost-effective solution compared to other current methods.
IRJET- Air Quality Monitoring System for CityIRJET Journal
This document describes the design and implementation of an air quality monitoring system for a city using Internet of Things (IoT) technology. Sensors are used to measure parameters like PM2.5, temperature, humidity and air quality index. The monitored data is transmitted wirelessly via Wi-Fi module to a cloud server. A website displays the sensor data and provides information on air quality. The system was deployed in various locations at Government College of Engineering, Amravati to monitor air quality. The data collected showed variation in readings between locations and the system was able to successfully monitor air quality parameters over a 2 week period.
Smart Water Meter System for Detecting Sudden Water LeakageAneekBanerjee4
This article deals with a proposal of a smart water meter for monitoring water consumption and for accidental leakage detection. The hardware part of the smart water meter consists of a mini-computer and a pulse water meter. Application logic is then in the hands of the original software that evaluates water consumption patterns. If a water leak is detected, the smart water meter uses a ball valve to close the inlet. The meter also has a self-learning mode that can recommend set limits within the reference period. A separate application interface is designed for communication between the meter and the user .Various computer simulations were used to test and initiate different water consumption scenarios.
The document discusses pipeline leak detection technologies. It describes automated, semi-automated, and manual detection methods. Common current methods like satellite imaging, helicopter surveillance, and sonic sensors are outlined along with their limitations. An internally-based Real Time Transient Model (RTTM) method is proposed, which uses pressure, flow, temperature, and acoustic sensors along with modeling of the pipeline flow. RTTM can detect small leaks and estimate their location and rate. It is faster and less prone to false alarms than other methods but requires more complex modeling and instrumentation.
This document summarizes Pentair's remote monitoring solutions for coastal, estuary, and inland waterways. Pentair offers complete monitoring solutions using buoys and floating platforms to measure various water conditions in real-time. Their solutions provide continuous data to help clients better understand risks, detect problems early, and manage resources like fisheries. Pentair's experience and global resources allow them to customize solutions that meet specific monitoring needs.
Thermo Fisher Scientific is the world leader in analytical instruments, equipment, reagents, and services for research, analysis, discovery, and diagnostics. Its Environmental Instruments Division is committed to being the global leader in environmental monitoring applications to help customers make the world healthier, cleaner, and safer. It provides air quality monitoring solutions including ambient air and emissions monitoring systems using proven technologies like gas analyzers and particulate monitors. The division has global integration centers and offers complete turnkey project solutions.
Pipeline Monitoring Using Vibroacoustic Sensing – A ReviewIRJET Journal
This document reviews pipeline monitoring using vibroacoustic sensing. It discusses how vibroacoustic sensing uses acoustic and vibration sensors along pipelines to detect leaks, impacts, and other issues. A network of these sensors records signals that can identify locations of problems. The document outlines testing procedures used to simulate various events and evaluate the monitoring system's performance at detecting things like leaks, pig tracking, and impacts at different pressures and distances. It also reviews existing pipeline monitoring methods and the proposed use of acoustic waves to remotely monitor pipeline health by detecting abnormal wave propagation patterns from issues like leaks.
Pentair Environmental Systems provides real-time coastal monitoring systems. They offer monitoring of water quality, meteorological data, and water movement. Their systems use buoys or shore-based stations to continuously monitor multiple parameters without requiring divers for maintenance. This reduces costs and provides more reliable data compared to traditional spot sampling. Recent enhancements include improved sensors for chlorophyll, nitrate, visibility, lightning detection and navigation safety broadcasts. Reference projects include Singapore's early warning system and monitoring systems in China, Australia and Indonesia.
IRJET- Wireless Health Monitoring System in Mine Areas using NRF24L01IRJET Journal
This document describes a proposed wireless health monitoring system for miners in underground coal mines using nRF24L01 transceiver technology. The system would monitor miners' vital signs like heart rate and body temperature, as well as environmental conditions like gas levels and temperature. Sensors placed on the miners would transmit data wirelessly to a central control room to alert authorities if levels reach dangerous thresholds and ensure miners' safety. The proposed system aims to improve on previous wired monitoring systems that were prone to damage and signal loss in harsh mining environments. It analyzes the limitations of past wireless technologies and explains how nRF24L01 provides better reliability, range, efficiency and cost-effectiveness for continuous real-time monitoring of miners.
Intelligent analysers for control and optimization of wastewater treatment pl...CLIC Innovation Ltd
MMEA (The Measurement, Monitoring and Environmental Efficiency Assessment) research program final seminar presentation by Dr. Esko Juuso, University of Oulu
Air pollution monitoring system using mobile gprs sensors arraySaurabh Giratkar
This paper contain brief introduction to vehicular pollution, effect of increase in vehicular pollution on environment as well on human health. To monitor this pollution wireless sensor network (WSN) system is proposed. The proposed system consists of a Mobile Data-Acquisition Unit (Mobile-DAQ) and a fixed Internet-Enabled Pollution Monitoring Server (Pollution-Server). The Mobile-DAQ unit integrates a single-chip microcontroller, air pollution sensors array, a General Packet Radio Service Modem (GPRS-Modem), and a Global Positioning System Module (GPS-Module). The Pollution-Server is a high-end personal computer application server with Internet connectivity. The Mobile-DAQ unit gathers air pollutants levels (CO, NO2, and SO2), and packs them in a frame with the GPS physical location, time, and date. The frame is subsequently uploaded to the GPRS-Modem and transmitted to the Pollution-Server via the public mobile network. A database server is attached to the Pollution- Server for storing the pollutants level for further usage by various clients such as environment protection agencies, vehicles registration authorities, and tourist and insurance companies.
Probing the atmosphere - new radar & lidar technologies for remote sensing of...CLIC Innovation Ltd
MMEA (The Measurement, Monitoring and Environmental Efficiency Assessment) research program final seminar presentation by Dr. Ari-Matti Harri, Finnish Meteorological Institute
Indoor Air Quality Monitoring System for Underground Subway Stationsijtsrd
The IAQ has been recognized as a significant factor in the determination of the health and welfare of people. In this study, the air quality monitoring system based on environmental sensors was implemented to display and record the data on PM10, CO2, radon concentration, temperature, and humidity. In addition, a USN monitoring system is implemented to display and record the environmental sensor data measured in an underground subway station. To transmit and receive these measured sensor data, Wi Fi wireless communication is applied. Tae-In Hyon | Gyu-Sik Kim "Indoor Air Quality Monitoring System for Underground Subway Stations" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, URL: https://www.ijtsrd.com/papers/ijtsrd26603.pdfPaper URL: https://www.ijtsrd.com/engineering/electrical-engineering/26603/indoor-air-quality-monitoring-system-for-underground-subway-stations/tae-in-hyon
The document outlines the design of a wireless sensor network to monitor the health and performance of bridges. It discusses using sensors such as strain gauges and piezoresistors to detect pressure and structural deformation. The network would include sensor nodes, transmitters to send data to a central command station, and a receiver. The design process includes planning, literature reviews on sensor components, conceptual designs, calculations, and analysis to select an economic design that meets requirements for real-time monitoring, alerts, and diagnostics reporting.
The VSR INSPECTRA® is a natural gas distribution network survey vehicle with the exclusive laser spectroscopy analyzer and an integrated GPS system. It meets all productivity, reliability and traceability requirements of gas operators and its performance in leak detection is below 1 ppm sensitivity and ensures total methane selectivity.
Methane high sensitivity, below 1 ppm
Pollution Monitoring System using Arduino and various gas sensorUtkarsh Jaiswal
Now-a-days air pollution is one of the most important concern of the world. Air pollution may evolve from anthropogenic or natural sources. Air pollutants of atmospheric substances like CO, CO2, SO2, NO2, and O3 suspended particulate matter (SPM), repairable suspended particulate matter (RSPM), and volatile organic compounds (VOC’s) have a great effect on the people health. Most of the major cities in developing countries and most cities of the developed countries are suffering from it. Thus to develop a real time air quality and pollution monitoring system is critical. We have developed an arduino based air pollution detector which combined a small-sized, minimum-cost sensor to an arduino micro-controller unit.
Water quality monitoring based on small satellite technology 1ALAKAK1
In order to improve the routine of water quality monitoring and reduce the risk of accidental or deliberate contaminations, this paper presents the development of in-situ water quality monitoring and analysis system based on small satellite technology.
Low-Cost Sensor Network for Contamination Detection in Drinking WaterIJERA Editor
This paper deals with the low cost and holistic approach to the water quality monitoring for drinking water
distribution systems. Our approach is based on the development of low cost sensor nodes for real time water
contamination monitoring using web based technology. The main sensor node consists of several
electrochemical and optical sensors and emphasis is given on low cost, light-weight implementation, and
reliable long time operation. We will interface the values of sensors to the internet by using the software python.
The internet network would be used to monitoring the results of drinking water values.
Hệ thống quan trắc khí thải tự động - Tư vấn: 0938-564-123Lâm Nguyễn Hoàng
Hệ thống quan trắc khí thải tự động cho chủ nguồn thải khí thải công nghiệp - Tư vấn đầu tư lắp đặt: lam.nguyen@vietan-enviro.com - 0938-564-123 (Mr Lâm)
Detection of Water Level, Quality and Leakage using Raspberry Pi with Interne...IRJET Journal
This document describes a system that uses sensors and a Raspberry Pi to monitor water quality, level, and pressure in real-time. pH and turbidity sensors measure water quality parameters. An ultrasonic sensor measures water level in a tank, and LEDs indicate the level. A force sensitive resistor sensor detects water pressure and potential leaks. The Raspberry Pi collects sensor readings, stores data in a database, and sends SMS alerts when thresholds are exceeded. It also hosts a website to view current readings. The system aims to efficiently monitor domestic water use and quality in an automated way using Internet of Things technologies.
Prototype SMS Based Fluid Parameter monitoring system.pptxLoisDavid2
In many oil servicing/plant maintenance company, personnel are employed to measure and monitor fluid parameters; this entails taking periodic readings, which might be challenging and rigorous, at such the sole motivation of this work is to reduce the stress of manual monitoring of fluid parameters.
This project tends to use
IRJET- Air Quality Monitoring System for CityIRJET Journal
This document describes the design and implementation of an air quality monitoring system for a city using Internet of Things (IoT) technology. Sensors are used to measure parameters like PM2.5, temperature, humidity and air quality index. The monitored data is transmitted wirelessly via Wi-Fi module to a cloud server. A website displays the sensor data and provides information on air quality. The system was deployed in various locations at Government College of Engineering, Amravati to monitor air quality. The data collected showed variation in readings between locations and the system was able to successfully monitor air quality parameters over a 2 week period.
Smart Water Meter System for Detecting Sudden Water LeakageAneekBanerjee4
This article deals with a proposal of a smart water meter for monitoring water consumption and for accidental leakage detection. The hardware part of the smart water meter consists of a mini-computer and a pulse water meter. Application logic is then in the hands of the original software that evaluates water consumption patterns. If a water leak is detected, the smart water meter uses a ball valve to close the inlet. The meter also has a self-learning mode that can recommend set limits within the reference period. A separate application interface is designed for communication between the meter and the user .Various computer simulations were used to test and initiate different water consumption scenarios.
The document discusses pipeline leak detection technologies. It describes automated, semi-automated, and manual detection methods. Common current methods like satellite imaging, helicopter surveillance, and sonic sensors are outlined along with their limitations. An internally-based Real Time Transient Model (RTTM) method is proposed, which uses pressure, flow, temperature, and acoustic sensors along with modeling of the pipeline flow. RTTM can detect small leaks and estimate their location and rate. It is faster and less prone to false alarms than other methods but requires more complex modeling and instrumentation.
This document summarizes Pentair's remote monitoring solutions for coastal, estuary, and inland waterways. Pentair offers complete monitoring solutions using buoys and floating platforms to measure various water conditions in real-time. Their solutions provide continuous data to help clients better understand risks, detect problems early, and manage resources like fisheries. Pentair's experience and global resources allow them to customize solutions that meet specific monitoring needs.
Thermo Fisher Scientific is the world leader in analytical instruments, equipment, reagents, and services for research, analysis, discovery, and diagnostics. Its Environmental Instruments Division is committed to being the global leader in environmental monitoring applications to help customers make the world healthier, cleaner, and safer. It provides air quality monitoring solutions including ambient air and emissions monitoring systems using proven technologies like gas analyzers and particulate monitors. The division has global integration centers and offers complete turnkey project solutions.
Pipeline Monitoring Using Vibroacoustic Sensing – A ReviewIRJET Journal
This document reviews pipeline monitoring using vibroacoustic sensing. It discusses how vibroacoustic sensing uses acoustic and vibration sensors along pipelines to detect leaks, impacts, and other issues. A network of these sensors records signals that can identify locations of problems. The document outlines testing procedures used to simulate various events and evaluate the monitoring system's performance at detecting things like leaks, pig tracking, and impacts at different pressures and distances. It also reviews existing pipeline monitoring methods and the proposed use of acoustic waves to remotely monitor pipeline health by detecting abnormal wave propagation patterns from issues like leaks.
Pentair Environmental Systems provides real-time coastal monitoring systems. They offer monitoring of water quality, meteorological data, and water movement. Their systems use buoys or shore-based stations to continuously monitor multiple parameters without requiring divers for maintenance. This reduces costs and provides more reliable data compared to traditional spot sampling. Recent enhancements include improved sensors for chlorophyll, nitrate, visibility, lightning detection and navigation safety broadcasts. Reference projects include Singapore's early warning system and monitoring systems in China, Australia and Indonesia.
IRJET- Wireless Health Monitoring System in Mine Areas using NRF24L01IRJET Journal
This document describes a proposed wireless health monitoring system for miners in underground coal mines using nRF24L01 transceiver technology. The system would monitor miners' vital signs like heart rate and body temperature, as well as environmental conditions like gas levels and temperature. Sensors placed on the miners would transmit data wirelessly to a central control room to alert authorities if levels reach dangerous thresholds and ensure miners' safety. The proposed system aims to improve on previous wired monitoring systems that were prone to damage and signal loss in harsh mining environments. It analyzes the limitations of past wireless technologies and explains how nRF24L01 provides better reliability, range, efficiency and cost-effectiveness for continuous real-time monitoring of miners.
Intelligent analysers for control and optimization of wastewater treatment pl...CLIC Innovation Ltd
MMEA (The Measurement, Monitoring and Environmental Efficiency Assessment) research program final seminar presentation by Dr. Esko Juuso, University of Oulu
Air pollution monitoring system using mobile gprs sensors arraySaurabh Giratkar
This paper contain brief introduction to vehicular pollution, effect of increase in vehicular pollution on environment as well on human health. To monitor this pollution wireless sensor network (WSN) system is proposed. The proposed system consists of a Mobile Data-Acquisition Unit (Mobile-DAQ) and a fixed Internet-Enabled Pollution Monitoring Server (Pollution-Server). The Mobile-DAQ unit integrates a single-chip microcontroller, air pollution sensors array, a General Packet Radio Service Modem (GPRS-Modem), and a Global Positioning System Module (GPS-Module). The Pollution-Server is a high-end personal computer application server with Internet connectivity. The Mobile-DAQ unit gathers air pollutants levels (CO, NO2, and SO2), and packs them in a frame with the GPS physical location, time, and date. The frame is subsequently uploaded to the GPRS-Modem and transmitted to the Pollution-Server via the public mobile network. A database server is attached to the Pollution- Server for storing the pollutants level for further usage by various clients such as environment protection agencies, vehicles registration authorities, and tourist and insurance companies.
Probing the atmosphere - new radar & lidar technologies for remote sensing of...CLIC Innovation Ltd
MMEA (The Measurement, Monitoring and Environmental Efficiency Assessment) research program final seminar presentation by Dr. Ari-Matti Harri, Finnish Meteorological Institute
Indoor Air Quality Monitoring System for Underground Subway Stationsijtsrd
The IAQ has been recognized as a significant factor in the determination of the health and welfare of people. In this study, the air quality monitoring system based on environmental sensors was implemented to display and record the data on PM10, CO2, radon concentration, temperature, and humidity. In addition, a USN monitoring system is implemented to display and record the environmental sensor data measured in an underground subway station. To transmit and receive these measured sensor data, Wi Fi wireless communication is applied. Tae-In Hyon | Gyu-Sik Kim "Indoor Air Quality Monitoring System for Underground Subway Stations" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, URL: https://www.ijtsrd.com/papers/ijtsrd26603.pdfPaper URL: https://www.ijtsrd.com/engineering/electrical-engineering/26603/indoor-air-quality-monitoring-system-for-underground-subway-stations/tae-in-hyon
The document outlines the design of a wireless sensor network to monitor the health and performance of bridges. It discusses using sensors such as strain gauges and piezoresistors to detect pressure and structural deformation. The network would include sensor nodes, transmitters to send data to a central command station, and a receiver. The design process includes planning, literature reviews on sensor components, conceptual designs, calculations, and analysis to select an economic design that meets requirements for real-time monitoring, alerts, and diagnostics reporting.
The VSR INSPECTRA® is a natural gas distribution network survey vehicle with the exclusive laser spectroscopy analyzer and an integrated GPS system. It meets all productivity, reliability and traceability requirements of gas operators and its performance in leak detection is below 1 ppm sensitivity and ensures total methane selectivity.
Methane high sensitivity, below 1 ppm
Pollution Monitoring System using Arduino and various gas sensorUtkarsh Jaiswal
Now-a-days air pollution is one of the most important concern of the world. Air pollution may evolve from anthropogenic or natural sources. Air pollutants of atmospheric substances like CO, CO2, SO2, NO2, and O3 suspended particulate matter (SPM), repairable suspended particulate matter (RSPM), and volatile organic compounds (VOC’s) have a great effect on the people health. Most of the major cities in developing countries and most cities of the developed countries are suffering from it. Thus to develop a real time air quality and pollution monitoring system is critical. We have developed an arduino based air pollution detector which combined a small-sized, minimum-cost sensor to an arduino micro-controller unit.
Water quality monitoring based on small satellite technology 1ALAKAK1
In order to improve the routine of water quality monitoring and reduce the risk of accidental or deliberate contaminations, this paper presents the development of in-situ water quality monitoring and analysis system based on small satellite technology.
Low-Cost Sensor Network for Contamination Detection in Drinking WaterIJERA Editor
This paper deals with the low cost and holistic approach to the water quality monitoring for drinking water
distribution systems. Our approach is based on the development of low cost sensor nodes for real time water
contamination monitoring using web based technology. The main sensor node consists of several
electrochemical and optical sensors and emphasis is given on low cost, light-weight implementation, and
reliable long time operation. We will interface the values of sensors to the internet by using the software python.
The internet network would be used to monitoring the results of drinking water values.
Hệ thống quan trắc khí thải tự động - Tư vấn: 0938-564-123Lâm Nguyễn Hoàng
Hệ thống quan trắc khí thải tự động cho chủ nguồn thải khí thải công nghiệp - Tư vấn đầu tư lắp đặt: lam.nguyen@vietan-enviro.com - 0938-564-123 (Mr Lâm)
Detection of Water Level, Quality and Leakage using Raspberry Pi with Interne...IRJET Journal
This document describes a system that uses sensors and a Raspberry Pi to monitor water quality, level, and pressure in real-time. pH and turbidity sensors measure water quality parameters. An ultrasonic sensor measures water level in a tank, and LEDs indicate the level. A force sensitive resistor sensor detects water pressure and potential leaks. The Raspberry Pi collects sensor readings, stores data in a database, and sends SMS alerts when thresholds are exceeded. It also hosts a website to view current readings. The system aims to efficiently monitor domestic water use and quality in an automated way using Internet of Things technologies.
Prototype SMS Based Fluid Parameter monitoring system.pptxLoisDavid2
In many oil servicing/plant maintenance company, personnel are employed to measure and monitor fluid parameters; this entails taking periodic readings, which might be challenging and rigorous, at such the sole motivation of this work is to reduce the stress of manual monitoring of fluid parameters.
This project tends to use
Water Level and Leakage Detection System with its Quality Analysis based on S...IRJET Journal
The document describes a water level and leakage detection system for home use that uses sensors to monitor water level in a tank, detect leaks, and analyze water quality. The system notifies users via mobile phone calls or SMS if the water level is low, a leak is detected, or water quality is abnormal. It aims to save water and electricity by preventing overflow and indicating issues early. The system uses a microcontroller, pressure sensors to detect leaks, and sensors to measure chlorine concentration and salinity of the water. If any readings are outside normal levels, the user is notified by phone to address the issue.
IRJET- Real Time Water Monitoring SystemIRJET Journal
The document describes the development of a real-time water monitoring system that uses sensors to measure parameters like turbidity, dissolved oxygen, temperature, and conductivity of water samples. The system transmits sensor data wirelessly to a transmitter and cloud server to allow for remote monitoring. Test results showed changes in water parameter levels in response to added impurities, demonstrating the system's ability to detect changes in water quality over time.
IRJET- Condition and Monitoring of Drinking Water in Water Purifier Using IoTIRJET Journal
This document describes a system for real-time monitoring of drinking water quality using IoT. The system uses sensors to measure parameters like temperature, turbidity, and TDS to detect contamination. Sensor data is sent wirelessly via WiFi to an Arduino board. If the sensors detect bad water quality, a notification is sent to authorized individuals. The system aims to automatically monitor water quality without human intervention, saving time and resources compared to traditional methods. It discusses related works on water quality monitoring systems and their limitations in portability, ability to change settings remotely, and lack of easy data visualization.
IRJET- Multi-Sensor based Water Quality Monitoring in IoT EnvironmentIRJET Journal
This document presents a multi-sensor system for real-time monitoring of water quality parameters in an Internet of Things (IoT) environment. The system uses sensors to measure temperature, turbidity, pH, and conductivity of water samples. An Arduino Mega microcontroller collects data from the sensors via Wi-Fi and displays it on a web page. Over 50 water samples were collected from various locations and their properties analyzed. The results help determine suitable uses for the water, such as for drinking, washing, watering plants, or other purposes. This low-cost system provides a means to continuously monitor water quality and transmit sensor data in real-time over the internet.
IRJET- Software Sensor for Potable Water Quality through Qualitative and ...IRJET Journal
This document describes a software-based water quality monitoring system using sensors and the Internet of Things (IoT). The system aims to remotely monitor water quality parameters like pH levels and gas concentration in real-time to detect pollution. Sensors placed in overhead water tanks measure these parameters and send the data via a microcontroller and GSM module to an online database. Users can access this data through a webpage to monitor water quality without manual checks. The system seeks to efficiently manage water resources and ensure a continuous supply of clean water by enabling automatic real-time pollution detection and alerts.
IOT BASED RIVER WATER QUALITY MONITORING SYSTEM USING NODE MCUIRJET Journal
This document describes an IoT-based system for monitoring river water quality in real-time using sensors. The system uses sensors connected to a Node MCU microcontroller to measure factors like temperature, pH, and turbidity. The Node MCU transmits the sensor readings to the cloud over WiFi. If the readings indicate dirty water, a warning message is sent to the local water authority. The system aims to provide a low-cost alternative to traditional water quality monitoring methods that are labor-intensive and do not provide immediate results.
This document describes an IoT-based water monitoring system that measures water levels in main tanks, detects leaks, monitors water consumption by flats, and detects water flow and turbidity. Sensors connected to an Arduino board collect data on these parameters and transmit it over WiFi to a cloud platform for display and analysis. The system aims to enable real-time water monitoring to optimize usage, detect issues, and ensure a clean water supply.
The document proposes an air and water quality monitoring system using IoT. It aims to monitor key air quality parameters like CO2, CO, temperature, humidity and harmful gases, as well as water quality parameters like temperature, pH, turbidity and flow. Sensors would detect these parameters and transmit the data via a microcontroller and WiFi module to the cloud for real-time monitoring by authorities. This would help control air and water pollution by alerting authorities to issues. The system is expected to provide accurate and effective early warnings to tackle air and water quality problems.
IOT Based Water Level Monitoring System For LakeIRJET Journal
The document describes an Internet of Things (IoT) based water level monitoring system for lakes. The system uses a Raspberry Pi controller connected to an ultrasonic water level sensor to monitor water levels. It sends water level data via GSM to users' phones and displays it on a web portal. This allows remote monitoring of available water levels in lakes, helping with efficient water management and allocation. The system aims to reduce water wastage through automated monitoring and control of water resources.
Low Cost Design of Water Quality Monitoring Systemijtsrd
According to the annual rankings of world economic forum, the issue related with quality of water has increased gradually. As per the records, millions of people especially small children die due to the bad quality of water. One of the main reasons is the unavailability of cheap water quality monitoring system available at such locations. Thus, to ensure the safety of people considering water quality, a low cost design for monitoring water quality has been proposed in this paper. The system uses microcontroller, display LCD, etc. whereas the various parameters considered includes pH, turbidity, TDS and temperature of sample water. The proposed design ensures the low cost factor of the system along with displaying the quality of water. Raghav Arora | Sahil Mehta "Low Cost Design of Water Quality Monitoring System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-5 , August 2020, URL: https://www.ijtsrd.com/papers/ijtsrd32913.pdf Paper Url :https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/32913/low-cost-design-of-water-quality-monitoring-system/raghav-arora
IRJET- Smart Water Monitoring System for Real-Time Water Quality and Usage Mo...IRJET Journal
This document describes a proposed smart water monitoring system that uses sensors to monitor water quality parameters like flow, temperature, pH, conductivity, and oxidation reduction potential in real-time. The system aims to notify users of water quality and detect contaminants. It will also integrate a communal prepaid water metering system to monitor water usage. The system will help improve water service delivery and increase revenue collection for water providers.
Zigbee based water quality monitoring system using solar powereSAT Journals
Abstract Now a days technology is advancing especially wireless sensor network have numerous application in remote sensing and
controlling. So by this technology various environmental parameters can be monitored. Idea comes into the mind to monitor the
quality of water because water is one of the important factors for living organism. There are various wireless models such as Wi-
Fi, Bluetooth, Wi-Max. Here Zigbee is used as wireless sensor network for monitoring the quality of water because, of its low
cost, low power consumption and easy to operate. Rapid development in industry and human activities affects the quality of water.
Maintaining the good quality of water is a critical problem. But, by using this new wireless technology the task of monitoring
become simple. In this system various sensors are used for monitoring the parameters for water samples as quality of water
depends upon number of parameters such as pH, turbidity, dissolved oxygen and many more. The main parameters for this system
are pH and turbidity, for that pH sensor and turbidity sensor are used. This whole system is powered by solar energy.
Keywords: pH Sensor, Turbidity Sensor, Zigbee
Monitoring And Analysis Of Aquatic Intake In Instructive BodiesIRJET Journal
This document describes a system for monitoring aquatic intake in educational institutions using wireless sensors and data analysis software. The system uses a turbine flow sensor attached to pipes to measure water flow rate. An RF module transmits the sensor data wirelessly to a monitoring station. There, a data acquisition system interfaces with LabVIEW software to display the water intake in real-time. The system allows continuous monitoring of water consumption and automated recording of usage data for analysis of usage patterns over time. The goal is to help reduce water usage through awareness of consumption levels.
Water Quality Measuring System Using Wireless Sensor NetworkIRJET Journal
This document describes a wireless sensor network system to monitor water quality parameters in real-time. The system uses various sensor nodes connected to a base station via an RF module. Sensors measure pH, temperature, turbidity and rainfall. Data is transmitted wirelessly and displayed on a GUI. The sensor nodes are powered by solar panels, providing an inexpensive, low-maintenance solution. The system aims to remotely monitor drinking water quality and help analyze parameters to improve water treatment.
This document describes a low-cost system for real-time water quality monitoring and controlling using IoT. The system uses physiochemical sensors to measure parameters like temperature, turbidity, conductivity, pH and flow. The sensor values are processed by a Raspberry Pi controller and sent to the cloud. Users can view the sensed data and control water flow through the cloud and mobile devices using IoT. The system was tested and able to successfully monitor water quality and control flow in real-time through the internet for applications like water distribution and aquafarming.
1) The document describes a proposed intelligent system for monitoring and controlling water quality in natural bodies of water using wireless sensor networks and unmanned autonomous vehicles.
2) The system would use sensors to monitor water quality parameters, centralized monitoring to process the data and detect pollution, and controlled UAVs to locate and remove pollution sources.
3) The document discusses two key technical challenges - sensor selection to maximize sensor network lifetime and controlling UAVs over unreliable wireless networks. It proposes algorithms adapted from literature to address these challenges.
IRJET- Smart Real Time Manhole Monitoring SystemIRJET Journal
The document describes a proposed smart real-time manhole monitoring system that uses sensors to detect issues in underground drainage systems like blockages, high temperatures, toxic gas leaks, overflow, and open manhole lids and sends alerts to authorities. Sensors transmit data via a wireless network to controllers that analyze the information and send automatic emails or display alerts if thresholds are exceeded. The system aims to improve drainage maintenance and public safety through remote monitoring to avoid risks of manual inspection and cleaning of manholes.
Advanced Water Quality Monitoring Using MicrocontrollerIRJET Journal
This document describes a research project to develop an advanced portable water quality monitoring device using a microcontroller. The device would test key water quality parameters like TDS, turbidity, hardness and conductivity. Sensors would measure these parameters and the microcontroller would process the data and display results on an LCD screen. The goal is to create an affordable device for rural households to easily test their drinking water quality. The document provides details on the methodology, components used like an Arduino board, sensors for TDS, turbidity, and an LCD display for output. Specifications of the sensors and components are also included.
Similar to SENSOR NETWORK FOR REAL‐TIME MONITORING AND DETECTION CONTAMINATION IN DRINKING WATER DISTRIBUTION SYSTEMS (20)
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Magnetic abrasive finishing is a machining process where the tooling allowance is remove by media wi th both magnetic and abrasive properties,with a magnetic f ield acting as a binder of a grain. Such machining falls into the category of erosion by abrasive suspension and lend itself to the finishing of any type of surface . The possibility of finishing complex surfaces is a spec ial benefit of this machining. Magnetic abrasive fi nishing process is most suitable for obtaining quality fini sh on metallic and non-metallic surfaces. Magnetic abrasive finishing used for complicated product finishing & Roughness and tolerance band achieved that is diffi cult using conventional machine process. The product dimension al requirement easily possible with taking trial wi th MAF parameters.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
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Slides from talk presenting:
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IEEE Serbia and Montenegro MTT-S
IEEE Slovenia CIS
11TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING
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SENSOR NETWORK FOR REAL‐TIME MONITORING AND DETECTION CONTAMINATION IN DRINKING WATER DISTRIBUTION SYSTEMS
1. NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
1 | P a g e
SENSOR NETWORK FOR REAL‐TIME MONITORING AND
DETECTION CONTAMINATION IN DRINKING WATER
DISTRIBUTION SYSTEMS
Mr..Sagar D.Patil.
Department of E&TC
Siddhant College of Engg,
Sudumbare, Pune
Prof. S. S. Raut.
Department of E&TC
Siddhant College of Engg,
Sudumbare, Pune
Prof. M. S. Biradar.
Department of E&TC
Siddhant College of Engg,
Sudumbare, Pune
ABSTRACT
This project presents the design and development of a low cost system for real time monitoring
of drinking water quality at consumer sites. The system consists of several in-pipes
Electrochemical and optical sensors and emphasis is given on low cost, lightweight
implementation and reliable long time operation. Such implementation is suitable for large
deployments enabling a sensor network approach for providing spatiotemporally rich data to
water consumers, water companies and authorities. Extensive literature and market research is
performed to identify low cost, on-line sensors that can reliably monitor several parameters
which can be used to infer the water quality. In this project we overcome the drawback present in
existing system by monitoring water quality problem for drinking water distribution systems as
well as for consumer sites.
Our approach is based on the development of low cost sensor nodes for real time and in-pipe
monitoring and assessment of water quality on the fly. The main sensor node consists of
electrochemical and optical sensors which can be used to monitor the water quality. From the
sensor node we are sending monitored values to control room (ARM board) through RS232
serial cable.
KEYWORDS: Water quality monitoring, flat surface sensors, turbidity sensor, and multi-
sensor system, and sensor networks, arsenic & bacterial contamination detection.
2. NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
2 | P a g e
INTRODUCTION
Traditional methods of water quality control involve the manual collection of water samples at
various locations and at different times, followed by laboratory analytical techniques in order to
characterize the water quality. Such approaches are no longer considered efficient. Although, the
current methodology allows a thorough analysis including chemical and biological agents, it has
several drawbacks: a) the lack of real-time water quality information to enable critical decisions
for public health protection (long time gaps between sampling and detection of contamination) b)
poor spatiotemporal coverage (small number locations are sampled) c) it is labor intensive and
has relatively high costs (labor, operation and equipment). This project presents the design and
development of a low cost system for real time monitoring of drinking water quality at consumer
sites. The system consists of several in-pipes Electrochemical and optical sensors and emphasis
is given on low cost, lightweight implementation and reliable long time operation. Such
implementation is suitable for large deployments enabling a sensor network approach for
providing spatiotemporally rich data to water consumers, water companies and authorities.
Extensive literature and market research is performed to identify low cost, on-line sensors that
can reliably monitor several parameters which can be used to infer the water quality. Based on
selected parameters a sensor array is developed along with several Microsystems for analog
signal conditioning, processing, logging, and remote presentation of data. Finally, an algorithm
for fusing on-line multi sensor measurements is developed to assess the water contamination
risk.
In this project we overcome the drawback present in existing system by monitoring water quality
problem for drinking water distribution systems as well as for consumer sites. Our approach is
based on the development of low cost sensor
Nodes for real time and in-pipe monitoring and assessment of water quality on the fly. The main
sensor node consists of electrochemical and optical sensors which can be used to monitor the
water quality. From the sensor node we are sending monitored values to control room (ARM
board) through RS232 serial cable. The serial cable is connected to one of UART port of ARM
board. The controller transmits the data to remote PC through Ethernet by using FTP. FTP is a
protocol through which users can upload files from their systems to server. Once data is placed at
server we can view the data at remote PC (with internet) on web page with unique IP address.
We can view continuous sensors data.
PROPOSED METHOD
A preliminary version of this article has appeared in [2]. In this article, we present an improved
hardware platform, develop a new advanced contamination event detection algorithm and
provide an experimental evaluation and validation of system and event detection algorithms in
the presence of Real microbiological and chemical contamination events. In addition, several
water monitoring micro systems (sensor nodes) have been developed for large scale water
monitoring based on wireless sensor networks (WSNs) technology. In [29] a sensor node is
developed for monitoring salinity in ground water as well as the water temperature in surface
waters. In [33] and [38], the authors have developed a WSN and an energy harvesting system
(based on a solar panel) to monitor nitrate, ammonium and chloride levels in rivers and lakes.
Energy harvesting techniques along with hibernation methods play an important role in
extending the lifetime of sensor nodes. A survey on energy harvesting for WSNs is provided in
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[39] and [40]. Finally, in [34] an autonomous boat equipped with water sensors is proposed to
collect samples from lakes using the A∗ search algorithm. More efficient navigation algorithms
for a group of boats with obstacle avoidance are presented in [35]–[37]. Apart from the ongoing
research towards the design and development of sensors and micro systems another parallel
Research direction is that of the development of software and algorithms for the detection of
water quality anomalies and contamination events. A thorough survey on recent advances in this
area is provided in [30]. A limited number of event detection software is commercially available
(Hach Event Monitor [8], Blue Box [10]). A currently freely available tool is CANARY software
[11] developed at Sandia National
Laboratories in collaboration with the USEPA. CANARY indicates possible contamination
events by using a range of Mathematical and statistical techniques to identify the onset of
anomalous water quality incidents from online raw sensor Data. Other event detection and data
validation methodologies are given in [31] and references therein.
PLATFORM DESIGN
A. System and Sensors Development and Integration The overall system architecture under
discussion in presented in Fig. 1 and is comprised of the following three subsystems: a central
measurement node (PIC32 MCU based board) that collects water quality measurements from
sensors, implements the algorithm to assess water
quality and transmits data to other nodes, a control node (ARM/Linux based platform) that stores
measurement data received from the central measurement node in a local database and provides
gateway to the internet, visualize data (charts), and sends email/sms alerts and finally a tiny
notification node(s) (PIC MCU based board) that receives information from the central
Measurement node through an interconnected Zig-Bee RF transceiver and provides local near tap
notifications to the user (water consumer) via several interfaced peripherals (LED, LCD,
Buzzer). It should be noted that the central measurement node serves as the sensor node. The
idea is to install these sensor nodes in many consumer sites in a spatially-distributed manner to
form a WSN that will monitor the drinking water quality in the water distribution system from
the source to the tap.
The central measurement node is interfaced to multi-parameter sensor array comprised of
Turbidity (TU), ORP, pH, Electrical Conductivity (EC) and Temperature (T) sensors. The in-
pipe Turbidity sensor is constructed from scratch based on our previous work while the other
sensor probes obtained from Sensor X Corp. The pH sensor embeds an RTD sensor which is
used for temperature sensing and temperature compensation of pH and EC measurements.
TU, ORP, pH and toroidal EC sensors have flat measuring surfaces for cost effective
Self - cleaning. The complete system photo, with TU, ORP, pH, EC and T sensors as well as a
rotor-flow sensor mounted in a plastic pipe.
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Figure 1: System Architecture
Turbidity Sensor Development:
Although there is plenty of turbidity measuring instruments available on the market at the
moment, most of them are expensive and not directly compatible with in-pipe, in-line
requirements as well as WSNs technology.
TABLE I
SUGGESTED PARAMETERS TO BE MONITORED
Therefore, the goal is to develop a low cost, easy to use and accurate enough turbidity sensor for
continuous in pipe turbidity monitoring in water distribution systems using commercial off-the
self-components. The turbidity sensor development was based on the ratio turbidimeter design
(see Fig. 2) where both transmitted and scattered light intensities are measured to eliminate
errors (interferences) due to IR emitter intensity drift and sample absorption characteristics.
An infrared (860nm) narrow beam LED emits light through an optical gap to the water sample
and two IR photodiodes separated around 1cm from the emitter receive simultaneously the 90o
scattered and 0o transmitted light.
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A. B.
C. B.
Fig.2 Turbidity sensor. (A) Measurement principle. (B) Probe board. (C) Flat surface
PTFE housing. (D) Inline Tee fitting
Fig. 3. The first stage of analog signal conditioning circuitry. (a) Turbidity preamplifier. (b)
Conductivity preamplifier. (c) ORP preamplifier. (d) pH preamplifier. (e) Temp.
The instrumentation and analog signal conditioning of the sensor is as follows: The IR emitter is
pulsed at 1 kHz with a square wave signal and the photodiodes convert the light directly into
electrical current, then a high gain, low-noise CMOS (Complementary metal-oxide-
semiconductor) trans impedance amplifier with background light rejection is used to convert the
each photocurrent to voltage output. The ac output of each trans impedance amplifier is then
converted to a dc signal using a precision active peak detector. Finally the 90o scattered dc signal
is further conditioned by an instrumentation amplifier for 0 NTU offset nulling and additional
amplification. The conditioned voltage outputs are then sampled by a 10 bit A/D converter with
reference voltage of 1.1V and the sensor output voltage V =
°
. °
. is given as the signal ratio of
the scattered V90° to the transmitted V0° voltage, c is calibration coefficient.
Apart from TU sensor, analog signal conditioning circuits, calibration and compensation
procedures were developed
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TABLE II
SPECIFICATIONS AND ACCOMPLISHED PERFORMANCE FOR EACH
MONITORED PARAMETER
for pH, OPR, RTD and conductive/inductive EC sensors. Considerable attention is given to
acquire linear response, reduce noise and attain high resolution and accuracy.
CONCLUSION
The design and development of a low cost s system for real time monitoring of drinking Water
tone at consumer sites is presented. The proposed system consist of several in-pipe water quality
sensors with flat measuring probes and unlike commercially available on-line analyzers, it is low
cost, lightweight and capable of processing, logging and remote presentation of data. Such
implementation is suitable for large deployments enabling a sensor network approach for
providing spatiotemporally rich data to water consumers, water companies and authorities. In the
future, we plan to investigate the performance of the event detection algorithms on other types of
contaminants (e.g. nitrates) and install the system in several locations of the water distribution
network to collect spatiotemporally rich water quality data and characterize system/sensors
response in real field deployments. Moreover, additional risk assessment and anomaly detection
algorithms will be investigated as well as algorithms for contaminant identification.
Finally, we plan to investigate a sensor network approach for quality monitoring of drinking
water distribution systems. Towards this goal, new fusion algorithms and methodologies to
assess the water quality over the entire water distribution network (network level) will be
investigated.
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