🌿 HydroWizard: Intelligent Fuzzy Logic Irrigation

HydroWizard is an intelligent decision-making system based on fuzzy logic, designed to optimize irrigation processes in agriculture. It dynamically recommends the appropriate irrigation level using environmental inputs such as soil moisture and weather conditions.

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🧠 About the Project

In traditional irrigation systems, decisions about when and how much to irrigate are often manual or based on preset schedules. HydroWizard automates this by using fuzzy logic to adapt decisions based on real-world environmental factors.

Goals:

• Reduce water consumption
• Increase agricultural efficiency
• Prevent water stress in plants

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⚙️ Technologies Used

• Python
• scikit-fuzzy: for fuzzy logic control systems
• NumPy: for numerical operations
• Matplotlib: for visualizing membership functions and results

Installation

pip install scikit-fuzzy matplotlib numpy

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🧩 Fuzzy System Design

Inputs (Antecedents):

Soil Moisture:

• Dry
• Medium
• Wet

Weather Condition:

• Sunny
• Cloudy
• Rainy

Output (Consequent):

Irrigation Amount:

• None
• Low
• Medium
• High

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📊 Features

• Fuzzy membership functions using triangular (trimf) shapes
• System modeling with skfuzzy.control
• Defined fuzzy rules for decision-making
• Simulation and output calculation based on user inputs
• Graphical visualization of fuzzy sets for all variables

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🧪 How to Run

1. Open the file HydroWizard_Intelligent_Fuzzy_Logic_Irrigation.ipynb in Jupyter Notebook or Google Colab.
2. Run the cells sequentially.
3. The irrigation recommendation will be calculated and displayed both numerically and graphically.

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🖼️ Visual Examples

• Membership function plots
• Final irrigation output
• Fuzzy control system diagrams

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📁 Project Structure

HydroWizard/
├── HydroWizard_Intelligent_Fuzzy_Logic_Irrigation.ipynb
├── Documentation
├── LICENCE
└── README.md

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🔧 Future Improvements

• Add more inputs (e.g., temperature, plant type, soil type)
• Integration with real-time sensors and IoT platforms
• Build a user-friendly GUI for farmers
• Field-testing in real agricultural environments

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🧑‍💻 Developer

• Developer/Student Name: Sayyed Hossein Hosseini DolatAbadi & Mohammad Amin Nasiri
• Email / GitHub Profile: S.Hossein.Hosseini1381@gmail.com

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📬 Contact

Feel free to reach out with questions, ideas, or suggestions to enhance this project further.

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🔖 License

This project is licensed under the MIT License — feel free to use, modify, and distribute it.