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Automation

Automation is an intelligent water quality control system that automatically monitors and adjusts key environmental parameters using machine learning.

🧠 Objective

To provide a stable and optimized aquatic environment—especially in aquaculture and water treatment settings—by automating the regulation of multiple water quality indicators.

⚙️ Features

  • Real-Time Sensor Monitoring

    • Turbidity
    • Temperature
    • pH (Acidity)
    • Water Level
    • TDS (Total Dissolved Solids)
    • Ammonia (NH₃/NH₄⁺)
    • Nitrate (NO₃⁻)
    • Nitrite (NO₂⁻)
    • TAN (Total Ammonia Nitrogen)
    • Dissolved Oxygen (DO, varies by fish species)
  • Machine Learning-Based Control

    • Anomaly detection and prediction based on sensor data
    • Automated control of pumps, aeration systems, chemical dosing, etc.
    • Adaptive to different aquatic species and environmental requirements
  • User Dashboard (Planned)

    • Real-time monitoring interface
    • Alerts and system logs

📈 Use Cases

  • Smart aquaculture systems
  • Water treatment plants
  • Environmental research labs
  • Fully automated fish farms

📄 License

MIT License

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