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Published Paper Details:
IoT-Based Intelligent Water Quality Monitoring and Automated Purification Using Machine Learning
Authors
Vijayendra Rane,Suraj Pawar,Pranit Rindhe,Kishor S.Wagh,Bhavana Zambare
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Keywords
Machine Learning, Predictive Modeling, Water Quality Prediction, Random Forest, IoT-based Monitoring
Abstract
The need for continuous and uninterrupted availability of pure and clean water entails quick monitoring of water quality degradation and immediate remediation of the quality. This paper proposes a smart system for monitoring and purifying the quality of water by incorporating the Internet of Things (IoT) and machine learning techniques. An ESP32 microcontroller-based smart water quality monitoring system, facilitated by low-cost pH, turbidity, and total dissolved solids sensors, is implemented for acquiring real-time water quality information. The acquired information can be remotely monitored by the cloud platform. A machine learning model is incorporated and trained with the acquired data for classifying the water quality and predicting the water quality in advance. According to the result of the machine learning prediction model, a water purification system can be remotely implemented through a relay. The results of the experimental evaluation of the smart water quality monitoring and purification system, implemented with the real-time results of the sensors, show a high accuracy of 92.4 percent. This indicates the reliability of implementing the proposed water quality monitoring and purification system.
IJCRT's Publication Details
Unique Identification Number - IJCRT2604273
Paper ID - 305046
Author type - Indian Author
Page Number(s) - c287-c292
Pubished in - Volume 14 | Issue 4 | April 2026
DOI (Digital Object Identifier) - https://doi.org/10.56975/ijcrt.v14i4.305046
No Of Downloads - 40
Author Country - India, 411016, Pune, Pune, 411016, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
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Vijayendra Rane,Suraj Pawar,Pranit Rindhe,Kishor S.Wagh,Bhavana Zambare, "IoT-Based Intelligent Water Quality Monitoring and Automated Purification Using Machine Learning", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.14, Issue 4, pp.c287-c292, April 2026, Available at :http://www.ijcrt.org/papers/IJCRT2604273.pdf
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