🏭 HypeRadar – Production Line Digital Twin

A digital twin simulation of a production line with AI-powered monitoring and a Streamlit dashboard for visualization.
It tracks efficiency, quality, temperature, vibration, and breakdowns across multiple machines in real time.

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✨ Features

• ⚡ Simulation Engine (production_twin.py)

  • Models 5 machines with dynamic efficiency, quality, and production counts.
  • Detects overheating, breakdowns, and vibration anomalies.
  • Provides AI-driven insights on performance.

• 📊 Interactive Dashboard (streamlitplot.py)

  • Visualizes machine performance metrics.
  • Highlights temperature issues, efficiency drops, and quality trends.
  • Easy-to-use interface built with Streamlit.

• 💬 Q&A Insights

  • Ask natural-language questions like:
    • “What’s the current efficiency?”
    • “Are there any temperature problems?”
    • “What’s the production count?”

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🚀 Installation

Clone the repository:

git clone https://github.com/DropPlan-at13/HypeRadar.git
cd HypeRadar