Deep learning-assisted real-time defect detection and closed-loop adjustment for additive manufacturing of continuous fiber-reinforced polymer composites.
Lu LuJie HouShangqin YuanXiling YaoYamin LiJihong ZhuPublished in: Robotics Comput. Integr. Manuf. (2023)
Keyphrases
- closed loop
- deep learning
- defect detection
- control system
- real time
- open loop
- control scheme
- control loop
- feedback control
- control law
- parameter identification
- unsupervised learning
- unsupervised feature learning
- machine learning
- feature extraction
- neural network
- mental models
- vision system
- weakly supervised
- control algorithm
- control strategy
- fuzzy control
- dimensionality reduction
- multiscale
- data mining