https://github.com/sanam2405/waterinformatics

This repository contains Arduino codes for Waterinformatics Research Internship at Calcutta University
https://github.com/sanam2405/waterinformatics

arduino arima-forecasting hcsr04 nodemcu nodemcu-esp8266 sensors

Last synced: 2 months ago
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This repository contains Arduino codes for Waterinformatics Research Internship at Calcutta University

• Host: GitHub
• URL: https://github.com/sanam2405/waterinformatics
• Owner: sanam2405
• License: mit
• Created: 2022-06-04T18:58:11.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2025-03-10T09:25:18.000Z (over 1 year ago)
• Last Synced: 2025-03-10T09:46:45.812Z (over 1 year ago)
• Topics: arduino, arima-forecasting, hcsr04, nodemcu, nodemcu-esp8266, sensors
• Language: Jupyter Notebook
• Homepage:
• Size: 25 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Waterinformatics

## Overview

- Worked in the Water Informatics Laboratory, **_AKCSIT, University of Calcutta_ funded by the _Ministry of Jal Shakti, Government of India_**

- Designed IoT-based prototypes to detect water leakage and measure water parameters such as flow rate, pH, and turbidity in real-time using sensors and NodeMCU microcontrollers

- Multicasted the sensed data to the cloud for further Time-Series machine learning analysis with the _ARIMA_ model using Python

Link to the **_[Project Report](report/Waterinformatics-FinalReport.pdf)_**

## Architecture

![](public/iotprototype.png)

## Demonstrations

- Multicast Data Across multiple _NodeMCU_ to a single _NodeMCU_

![](public/multicast.png)

![](public/multicast1.png)

![](public/multicast3.png)

- Cast the water sensor data to _ThingSpeak_ cloud platform

![](public/waterflow.png)

- Time-Series Forecasting

![](public/timeseries.png)

## Mentor

- [Amlan Chakrabarti](https://sites.google.com/caluniv.ac.in/amlanc-org)

- [Dola Bhattacharjee Gupta ](https://www.linkedin.com/in/dola-bhattacharjee-gupta-9a56173b)

## Certificate

![](report/Internship_Certificate.png)