Revolutionizing Water Quality Monitoring: The Intersection of Machine Learning and IoT for Enhanced Detection

Revolutionizing Water Quality Monitoring: The Intersection of Machine Learning and IoT for Enhanced Detection

Registration ID: IJNRD_193269

Published ID: IJNRD2304668

DOI: Click Here to Get

Manasa Bedadha , Dr.Katta Sugamya , Anusha Bandaru , Charitha Gajarla

Water quality prediction is an important task in ensuring the safety and sustainability of water resources. With the increasing population and industrialization, the quality of water is becoming a major concern worldwide. Water quality prediction models have been developed to predict the concentration of pollutants in water bodies based on various factors such as temperature, pH, dissolved oxygen, and other chemical and physical parameters. These models use statistical and machine learning techniques to analyze historical data and forecast future water quality. The accuracy of water quality prediction models can be improved by incorporating real-time monitoring data, remote sensing data, and meteorological data. In this project Machine learning algorithms such as random forest and decision tree algorithms are used to find the potability. The use of pH, turbidity and TDS sensors help in real time sensing of data.In this project cloud plays a major role to collect and provide the data for analysis and prediction.

Published Paper   E-Certificate

"Revolutionizing Water Quality Monitoring: The Intersection of Machine Learning and IoT for Enhanced Detection", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 4, page no.g494-g498, April-2023, Available :https://ijnrd.org/papers/IJNRD2304668.pdf

Volume 8 Issue 4, April-2023

Pages : g494-g498

Paper Reg. ID: IJNRD_193269

Published Paper Id: IJNRD2304668

Downloads: 000121239

Research Area: Information Technology 

Country: Hyderabad, Telangana, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2304668.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2304668

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

IJNRD is Scholarly open access journals, Peer-reviewed, and Refereed Journals, High Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool), Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) with Open-Access Publications.

INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

Indexing In Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more

How to submit the paper?

Important Dates for Current issue

Paper Submission Open For: August 2025

Current Issue: Volume 10 | Issue 8

Last Date for Paper Submission: Till 31-Aug-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: International Peer-reviewed, Refereed, and Open Access Journal.

Subject Category: Research Area