E_nose_experiment

Zhai Shichao

email: [email protected]

Software Structure

• compare_algorithm: Traditional machine learning algorithm for E-nose
• exe_cnn_compa2.py: Neural network algorithm for E-nose

Stategy

• Data colllection by hybrid sensor array
• signal conditioning circuit: amplification and filtering
• Analog-to-digital conversion
• Pattern recognition

Package

• Python 3.7
• Matlab 2020
• Tensorflow 2.4.0
• NumPy 1.19.5