Data-driven Model for Process Evaluation in Wire EDM

Wire EDM is widely used for producing high-value components, requiring high process reliability and repeatability. This work focuses on developing data-driven models to evaluate wire EDM processes using real-time electrical signals. A regression model predicts product quality, while a classification model assesses productivity. The approach shows high accuracy and was applied to create a Digital Twin that visualizes workpiece curvature in real-time through an industrial dashboard.

Product details

• Authors: Ugur Küpper
• Publisher: Apprimus Verlag
• Languages: English
• Product format: Paperback / Softback
• Released: 27.01.2025
• EAN: 9783985552603
• ISBN: 978-3-9855526-0-3
• No. of pages: 200
• Dimensions: 148 mm x 12 mm x 210 mm
• Weight: 379 g
• Series: Ergebnisse aus der Produktionstechnik
• Subject: Natural sciences, medicine, IT, technology > Technology > Mechanical engineering, production engineering