Potentials and challenges in enhancing the gear transmission development with machine learning methods—a review

Keyphrases

• Machine Learning 100%
• Gear Transmission 100%
• Design Solutions 40%
• Design Process 40%
• Reinforcement Learning 20%
• Machine Learning Techniques 20%
• Changing Requirements 20%
• State-of-the-art Techniques 20%
• Graph Neural Network 20%
• Grammar 20%
• Graph Grammar 20%
• Knowledge Engineering 20%
• Changing Constraints 20%
• Constraint Programming 20%
• Relational Structure 20%
• Electrification 20%
• Vehicle Powertrain 20%
• Learning Machine 20%
• Transmission Design 20%
• Process Review 20%
• Labor Shortage 20%
• Topology Generation 20%
• Problem Graph 20%
• Inverse Problem Solving 20%
• Automatic Topology 20%
• Design of Expert 20%

Engineering

• Engineering 100%
• Design Process 100%
• Design Solution 100%
• Learning System 100%
• State-of-the-Art Method 50%
• Optimal Design 50%
• Dimensioning 50%
• Powertrain 50%
• Machine Learning Method 50%
• Reinforcement Learning 50%