Problem Domain
Greenhouses are designed to provide a controlled environment for plant growth. However, external factors such as temperature fluctuations can make it difficult to maintain these conditions.
- Reduced plant growth
- Increased risk of disease
- Lower yields
- Higher costs
Our Solution
Path
- Collect and preprocess Data and analyze
- Build, and Train ML models
- Integrate controllers with our system using MQTT
- Create and deploy the Dashboard
Features that impact the model
- Temperature
- Humidity
- Wind speed
- Intensity of light
- Atmospheric Pressure
Photos of Real Green House
TEAM MEMBERS
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Hariharan Raveendran
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Karan Rasathurai
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Vilaxsan Vinasirajan
E/18/373Extendability
The Plan to extend our project
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Can be used other greenhouse setups historical data.
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Reinforcement learning
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Build Digital twin to check the practicality for a long periodt pellentesque habitant morbi?
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Modular design so that new developer can use the existing components easily.