GitHub Repository Description for Sustellix
🌱 Sustellix: AI-Driven Sustainable Resource Management System for Campuses
Project Overview
Sustellix (Sustainability + Intelligence + X) is an intelligent resource management platform designed to optimize electricity, water, and waste consumption across campus hostels. By integrating AI/ML models with a full-stack web application, the system analyzes historical data, predicts trends, and incentivizes sustainable practices through dynamic rankings, cost-saving redistribution, and actionable insights.
🔍 AI-Powered Analytics
- Predicts future electricity/water usage using regression models and detects anomalies.
- Clusters hostels by consumption patterns to tailor sustainability strategies.
🏆 Dynamic Hostel Rankings
- Ranks hostels based on per capita efficiency metrics (electricity, water, waste).
- Updates monthly leaderboards to foster competition and transparency.
💸 Reward Optimization
- Reinvests cost savings (from reduced bills) into hostel facilities using reinforcement learning.
- Prioritizes upgrades like gym equipment based on student preferences.
📊 Automated Sustainability Reports
- Generates monthly reports with visualizations (Chart.js/D3.js) to track progress.
🤝 Collaborative Challenges
- Tracks inter-hostel sustainability goals (e.g., "Reduce energy by 15%") via real-time dashboards.
- Data Upload: Hostel caretakers submit monthly consumption data via web forms.
- AI Analysis: Models generate predictions, anomalies, and efficiency scores.
- Rankings & Rewards: Hostels are ranked, and savings are redistributed.
- Reports & Dashboards: Administrators access insights to drive decisions.
- Reduce Waste: Cut campus resource consumption by up to 30% with AI-driven insights.
- Save Costs: Reinvest financial savings into student facilities.
- Encourage Accountability: Transparent rankings and gamified challenges promote student/staff engagement.
- Scalable: Designed for easy adoption across universities or corporate campuses.
bash
git clone https://github.com/AR21SM/sustellix.git
cd sustellix
npm install
cp .env.example .env
npm run dev
We welcome contributions! Please:
- Fork the repository and create a feature branch.
- Follow ESLint coding standards.
- Submit a pull request with a detailed description.
Join us in building a sustainable future, one hostel at a time! 🌍✨
Sustellix is part of a university capstone project. For inquiries, contact [your-email@example.com].
Preview of the Dashboard:
