Borehole Steam Pressure Assessment Model
Overview
This Borehole Steam Pressure Assessment Model leverages data from boreholes located in desert conditions to predict and optimize steam pressure, improving water resource management and sustainability efforts.
Key Features
- Steam Pressure Prediction: Accurately forecasts borehole steam pressure in desert conditions.
- Data-Driven Insights: Provides actionable insights into borehole efficiency and sustainability.
- Real-time Monitoring: Capable of integrating with IoT devices for real-time data collection.
Technologies Used
- SimulAI: Used for simulating and analyzing environmental factors affecting borehole pressure.
- Python: The primary programming language for building the assessment model.
- Google Colab: For training, testing, and optimizing the model.
Challenges & Solutions
- Handling Sparse Data: Implemented advanced algorithms to deal with incomplete datasets.
- Computational Efficiency: Leveraged cloud computing to process large datasets efficiently.
Future Plans
- Expanding the model to other geographical regions.
- Integrating additional environmental data sources to improve accuracy.