Physics-informed Machine Learning for Parameter Estimation of DC-DC Converter

Computer Science

• Parameter Estimation 100%
• Physics-Informed Machine Learning 100%
• Machine Learning 50%
• Multiple Component 25%
• Data Availability 25%
• Physical Model 25%
• Estimation Method 25%
• Condition Monitoring 25%
• Domain Knowledge 25%
• Learning System 25%
• Deep Neural Network 25%

Engineering

• Parameter Estimation 100%
• DC-to-DC Converter 100%
• Learning System 100%
• Power Electronics 40%
• Buck Converter 20%
• Physical Model 20%
• Condition Monitoring 20%
• Domain Knowledge 20%
• Deep Neural Network 20%

Chemical Engineering

• Learning System 100%
• Condition Monitoring 20%
• Deep Neural Network 20%