{"id":23437860,"url":"https://github.com/sanam2405/waterinformatics","last_synced_at":"2026-05-18T04:04:57.629Z","repository":{"id":107273603,"uuid":"499912680","full_name":"sanam2405/Waterinformatics","owner":"sanam2405","description":"This repository contains Arduino codes for Waterinformatics Research Internship at Calcutta University","archived":false,"fork":false,"pushed_at":"2025-03-10T09:25:18.000Z","size":26162,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-10T09:46:45.812Z","etag":null,"topics":["arduino","arima-forecasting","hcsr04","nodemcu","nodemcu-esp8266","sensors"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sanam2405.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-06-04T18:58:11.000Z","updated_at":"2025-03-10T09:25:21.000Z","dependencies_parsed_at":null,"dependency_job_id":"8b6ba4d5-c5e3-466d-a1ee-4fe3c91bd266","html_url":"https://github.com/sanam2405/Waterinformatics","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sanam2405%2FWaterinformatics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sanam2405%2FWaterinformatics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sanam2405%2FWaterinformatics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sanam2405%2FWaterinformatics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sanam2405","download_url":"https://codeload.github.com/sanam2405/Waterinformatics/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248095442,"owners_count":21046850,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["arduino","arima-forecasting","hcsr04","nodemcu","nodemcu-esp8266","sensors"],"created_at":"2024-12-23T14:38:42.656Z","updated_at":"2025-10-09T19:43:29.758Z","avatar_url":"https://github.com/sanam2405.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Waterinformatics\n\n## Overview\n\n- Worked in the Water Informatics Laboratory, **_AKCSIT, University of Calcutta_ funded by the _Ministry of Jal Shakti, Government of India_**\n- 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\n- Multicasted the sensed data to the cloud for further Time-Series machine learning analysis with the _ARIMA_ model using Python\n\nLink to the **_[Project Report](report/Waterinformatics-FinalReport.pdf)_**\n\n## Architecture\n\n![](public/iotprototype.png)\n\n## Demonstrations\n\n- Multicast Data Across multiple _NodeMCU_ to a single _NodeMCU_\n\n![](public/multicast.png)\n![](public/multicast1.png)\n![](public/multicast3.png)\n\n- Cast the water sensor data to _ThingSpeak_ cloud platform\n\n![](public/waterflow.png)\n\n- Time-Series Forecasting\n\n![](public/timeseries.png)\n\n## Mentor\n\n- [Amlan Chakrabarti](https://sites.google.com/caluniv.ac.in/amlanc-org)\n- [Dola Bhattacharjee Gupta ](https://www.linkedin.com/in/dola-bhattacharjee-gupta-9a56173b)\n\n## Certificate\n\n![](report/Internship_Certificate.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsanam2405%2Fwaterinformatics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsanam2405%2Fwaterinformatics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsanam2405%2Fwaterinformatics/lists"}