Spot Welding Parameter Tuning for Weld Defect Prevention in Automotive Production Lines: An ML-Based Approach

Keyphrases

• Parameter Tuning 100%
• Automotive Production 100%
• Defect Prevention 100%
• Weld Defects 100%
• Spot Welding Parameters 100%
• Selection Strategy 50%
• Machine Learning Algorithms 50%
• Manufacturing Firms 50%
• Optimization Problem 50%
• Performance Efficiency 50%
• Process Performance 50%
• Quality Performance 50%
• Range of Values 50%
• Welding Parameters 50%
• Data Analytics 50%
• Defect Detection 50%
• Spot Welding 50%
• Input Values 50%
• Automotive Manufacturing 50%
• Working Range 50%
• Parameter Selection 50%
• Sustainable Production 50%
• Resource Quality 50%
• Joining Processes 50%
• Source Quality 50%
• Rework Cost 50%
• Early Defect 50%
• Inference Analysis 50%
• IoT Data 50%
• Welding Source 50%
• Sustainable Performance 50%
• Real-time IoT 50%

Engineering

• Automotives 100%
• Spot Welding 100%
• Weld Defect 100%
• Production Line 100%
• Optimisation Problem 33%
• Manufacturing Company 33%
• Machine Learning Algorithm 33%
• Process Performance 33%
• Defect Detection 33%
• Input Parameter 33%
• Input Value 33%
• Sustainable Production 33%
• Sustainable Performance 33%

Material Science

• Spot Welding 100%
• Welding Defect 50%