Approach into the use of probabilistic neural networks for automated classification of tool malfunctions in broaching

Keyphrases

• Cutting Force 100%
• Sensory Signal 100%
• Broaching Tool 100%
• Automated Classification 100%
• Probabilistic Neural Network 100%
• Scrap 50%
• Cutting Teeth 50%
• Surface Quality 50%
• Machining Operations 50%
• Automatically Identify 50%
• Chipped Tooth 50%
• Broken Tooth 50%
• Tool Condition 50%
• Time Use 50%
• Manufacturing Cost 50%
• Aerospace Alloys 50%
• Breakage 50%
• Symmetric Distribution 50%
• Non-axisymmetric 50%
• Push-off 50%
• Domain Distribution 50%
• Pattern Characteristic 50%
• Severe Damage 50%
• Signal Amplitude 50%
• Nickel-based 50%
• New Pattern 50%
• Worn Teeth 50%

Engineering

• Broaching 100%
• Cutting Force 66%
• Broaching Tool 66%
• Tasks 33%
• Surface Quality 33%
• Breakage 33%
• Machining Operation 33%
• Time Domain 33%
• Aerospace Alloy 33%
• Manufacturing Cost 33%
• Severe Damage 33%
• Characteristic Feature 33%
• Signal Amplitude 33%

Material Science

• Broaching 100%
• Machining 40%
• Surface Property 20%
• Aerospace Alloy 20%