Patent published: AI-based AQI prediction and monitoring system for urban environments
QwikZen Group India (XpeditionR) · Dept. of CSE, Vasavi College of Engineering · Indian patent application publication · Application No. 202541046762 A
Patent published
Our first patent, an Air Quality Index prediction and monitoring system with real-time visualisation and multi-model forecasting, was published on 30 May 2025 (Application No. 202541046762 A), from QwikZen Group India's XpeditionR initiative.
Team QwikZen Group India, through its XpeditionR student research initiative and with the support of the Department of CSE, Vasavi College of Engineering, published its first patent.
Title: Air Quality Index (AQI) Prediction and Monitoring System with Real-Time Data Visualization and Multi-Model Forecasting for Urban Environments.
| Detail | |
|---|---|
| Application No. | 202541046762 A |
| Filed | 15 May 2025 |
| Published | 30 May 2025 |
| Claims | 10 |
| Pages | 14 |
The invention
A web-based, intelligent AQI prediction system for citizens, researchers, policymakers and environmental agencies:
- Real-time monitoring of pollutants (PM2.5, PM10, NO₂, CO₂, O₃, SO₂) and weather (temperature, humidity, wind, rainfall).
- Forecasting with five models: linear regression, LSTM, random forest, deep neural networks and a Transformer-based model, in a dual strategy that combines classical and deep learning methods.
- Interactive dashboards, PDF reports and seasonal trend analysis.
- Location-specific health advisories.
- Real-time model switching and performance benchmarking for transparency.
Built for Hyderabad and easily extended to other cities, it supports urban planning, environmental research, policymaking and community awareness. The concept, research and execution were led by Dhadi Sai Praneeth Reddy and Kasireddy Manideep Reddy under QwikZen Group India (XpeditionR).
See the related AQI research paper and the Hyderabad AQI project.
