Product quality prediction for wire electrical discharge machining with markov transition fields and convolutional long short-term memory neural networks

Engineering & Materials Science

• Electric discharge machining 90%
• Long short-term memory 89%
• Wire 57%
• Neural networks 46%
• Surface roughness 19%
• Machining 18%

Physics & Astronomy

• machining 80%
• wire 57%
• products 49%
• predictions 41%
• manufacturing 25%
• surface roughness 19%
• transition probabilities 7%

Chemical Compounds

• Machining 100%
• Surface Roughness 33%
• Error 8%