A fuzzy logic-based smart irrigation system that calculates the recommended water amount based on soil moisture and rainfall levels. Built using Python, scikit-fuzzy, and Matplotlib.
This project implements a Fuzzy Logic-based Irrigation System using Python and scikit-fuzzy.
It calculates the recommended water amount for irrigation based on:
✔ Soil Moisture Level
✔ Rainfall Percentage
- Uses fuzzy logic to make smart irrigation decisions.
- Implements Triangular Membership Functions for inputs & output.
- Defines 9 fuzzy rules to determine optimal water usage.
- Plots membership functions for soil moisture, rainfall, and water amount.
- Python
- NumPy
- Matplotlib
- scikit-fuzzy (skfuzzy)