Oven Heat-Up Time Predictor

This script trains a machine learning model to predict how long an oven sensor will take to reach its target temperature.

Features

• Reads oven sensor data from CSV
• Parses date-time and sensor readings
• Trains a Random Forest regression model
• Saves model as oven_time_predictor.pkl

Requirements

See requirements.txt for dependencies.

How to Run

1. Ensure your CSV file is located at: D:/Kanhaiya/Research Data CED OVEN/merged_oven_data.csv

2. Run the script: python main.py

3. Output:

   • Trained model saved as oven_time_predictor.pkl
   • requirements.txt and README.md auto-generated