CommunityOfCoders · sforshravani · Feb 15, 2026
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+<h1 align="center">
+  <a href="https://github.com/Pranjal-Ghadge/PowerSenseAI">
+    PowerSenseAI
+  </a>
+  <br>
+  Intelligent Energy Monitoring & Analytics Dashboard
+</h1>
+
+<div align="center">
+By Algorithm Addicts Team
+</div>
+<hr>
+
+<details>
+<summary>Table of Contents</summary>
+
+- [Description](#description)
+- [Links](#links)
+- [Tech Stack](#tech-stack)
+- [Progress](#progress)
+- [Future Scope](#future-scope)
+- [Applications](#applications)
+- [Project Setup](#project-setup)
+- [Team Members](#team-members)
+- [Mentors](#mentors)
+
+</details>
+
+##  Description
+
+PowerSenseAI is an intelligent energy monitoring and analytics platform that provides real-time insights into power consumption patterns. The system leverages machine learning models to predict energy usage, detect anomalies, and optimize consumption for residential and commercial users. Built with a modern full-stack architecture, it features interactive dashboards, user authentication, and comprehensive data visualization tools.
+
+## Links
+
+- [GitHub Repository](https://github.com/Pranjal-Ghadge/PowerSenseAI)
+- Project Demo Link : https://drive.google.com/drive/u/0/folders/1b5NvxB6eibCCVAbZe2xhfHq4svQ4TG8V
+- [Project Screenshots]https://drive.google.com/drive/u/0/folders/1FKHxRuAg3q8wKSy-dR9iuEatMT9ynFMF
+
+
+## Tech-Stack
+
+### System Architecture
+
+```mermaid
+graph LR
+    A[User Interface] --> B[Next.js Frontend]
+    B --> C[Node.js Backend API]
+    C --> D[MongoDB Database]
+    C --> E[Python ML Models]
+    D --> F[User Data Storage]
+    E --> G[Predictive Analytics]
+    G --> H[Energy Insights]
+    H --> A
+```
+
+### Front-end
+
+- **Next.js 16** - React framework with server-side rendering
+- **TypeScript** - Type-safe JavaScript development
+- **TailwindCSS** - Utility-first CSS framework
+- **Chart.js** - Interactive data visualization
+- **Shadcn/ui** - Modern UI component library
+- **React Hooks** - State management and lifecycle handling
+
+### Back-end
+
+- **Node.js** - JavaScript runtime environment
+- **Express.js** - Web application framework
+- **MongoDB** - NoSQL database for user data
+- **Mongoose** - MongoDB object modeling
+- **bcryptjs** - Password hashing and authentication
+- **JWT** - Secure token-based authentication
+- **Axios** - HTTP client for API requests
+
+### Database / ML
+
+- **MongoDB** - Cloud-hosted database
+- **Python** - Machine learning model development
+- **TensorFlow** - Deep learning framework
+- **scikit-learn** - Machine learning algorithms
+- **Pandas** - Data manipulation and analysis
+- **NumPy** - Numerical computing
+
+## 📈 Progress
+
+### Fully Implemented Features
+
+* **User Authentication System**: Complete login/register functionality with secure password hashing and JWT tokens.
+* **Dynamic User Dashboard**: Personalized dashboard displaying user information and energy consumption data.
+* **Real-time Energy Analytics**: Interactive charts showing power consumption patterns, predictions, and anomalies.
+* **Multiple Chart Types**: Line charts, bar charts, heatmaps, and scatter plots for comprehensive data visualization.
+* **MongoDB Integration**: Robust database storage with fallback mechanisms for reliability.
+* **Responsive Design**: Mobile-friendly interface that works seamlessly across all devices.
+
+---
+
+### Partially Implemented Features / Work in Progress
+
+* **Machine Learning Predictions**: Basic LSTM and Prophet models implemented, with advanced model training in progress.
+* **Anomaly Detection**: Framework established, currently being refined for higher accuracy.
+* **Real-time Data Streaming**: Backend API ready, WebSocket integration for live updates pending.
+
+## 🔮 Future Scope
+
+* **Integration of IoT Devices**: Connect smart meters and sensors for real-time data collection.
+* **Mobile Application**: Native iOS and Android apps for on-the-go energy monitoring.
+* **Advanced Analytics Dashboard**: Enhanced ML models for more accurate predictions and insights.
+* **Energy Optimization Recommendations**: AI-powered suggestions for reducing energy consumption.
+* **Multi-tenant Support**: Enable organizations to manage multiple buildings or facilities.
+
+## 💸 Applications
+
+1. **Residential Energy Management** - Homeowners can monitor daily energy usage, identify peak consumption times, and reduce electricity bills through informed decisions.
+2. **Commercial Building Analytics** - Businesses can optimize energy consumption across facilities, track carbon footprint, and implement sustainability initiatives.
+3. **Smart Grid Integration** - Utility companies can leverage the platform for demand forecasting and load balancing across their networks.
+
+## 🛠 Project Setup
+
+1. Clone the GitHub repo.
+
+```bash
+git clone https://github.com/Pranjal-Ghadge/PowerSenseAI.git
+```
+
+2. Enter the project directory and install dependencies.
+
+```bash
+cd PowerSense_In/powersense_inside
+# Install frontend dependencies
+cd frontend
+npm install
+# Install backend dependencies
+cd ../backend
+npm install
+```
+
+3. Set up environment variables.
+
+```bash
+# In backend directory, create .env file
+MONGO_URI=mongodb+srv://admin:admin123@cluster0.zhkj2qi.mongodb.net/?appName=Cluster0
+PORT=5000
+JWT_SECRET=your_jwt_secret_here
+```
+
+4. Start the application.
+
+```bash
+# Start backend server (from backend directory)
+npm start
+
+# Start frontend development server (from frontend directory)
+npm run dev
+```
+
+5. Access the application.
+
+- Frontend: http://localhost:3003
+- Backend API: http://localhost:5000
+- Dashboard: http://localhost:3003/dashboard
+
+## 👨‍💻 Team Members
+
+* Pranjal Ghadge: https://github.com/Pranjal-Ghadge
+* Shravani Shelke: https://github.com/sforshravani
+* Hrithik Lukade: https://github.com/hrithiklukade
+* Trupti Naukarkar: https://github.com/truptinaukarkar
+
+## 👨‍🏫 Mentors
+
+* Mahi Palimkar: https://github.com/mahipalimkar
+* Aadit Pujari: https://github.com/pipinstallaadit
+
+---
+
+<div align="center">
+  <p>Made with ❤️ by the Algorithm Addicts Team</p>
+  <p>© 2025 PowerSenseAI. All rights reserved.</p>
+</div>