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Update README.md
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README.md
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short_description: Streamlit template space
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short_description: Streamlit template space
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---
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# AI-Controlled Solar-Powered Smart Umbrella System
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This Streamlit application simulates an AI-controlled, solar-powered smart umbrella system designed for agricultural technology. The system automatically controls an umbrella to provide optimal conditions for crops based on environmental sensors.
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## Features
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- Real-time monitoring of temperature, humidity, soil moisture, and sunlight intensity
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- Automatic umbrella control based on environmental thresholds
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- Manual override capability
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- Historical data visualization
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- System logs
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- Simulation mode for testing
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## Installation
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1. Clone this repository
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2. Install the required dependencies:
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```
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pip install -r requirements.txt
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```
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## Usage
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1. Run the Streamlit application:
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```
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streamlit run smart_umbrella_app.py
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```
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2. Use the sidebar controls to:
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- Manually update sensor readings
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- Override umbrella state
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- Start/stop the simulation
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## Environmental Thresholds
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The umbrella system uses the following thresholds:
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- **Open umbrella when any of these conditions occur**:
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- Temperature > 32°C
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- Humidity < 40%
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- Soil Moisture < 20%
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- Sunlight > 700 W/m²
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- **Close umbrella when all of these conditions are met**:
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- Temperature < 25°C
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- Humidity > 70%
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- Soil Moisture > 40%
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- Sunlight < 400 W/m²
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