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The Fundamentals of 5-Axis Machining: Understanding Kinematics for Entry-Level CNC Programmers

Moving from 3-axis to 5-axis machining? Yeah, it’s a big jump. And honestly, the hardest part isn’t learning new G-codes or figuring out your CAM software—it’s wrapping your head around how these ...
IEEE

Synthetic Vibration Data Generation and Fault Classification in CNC Machines Using Transformer GANs and ConvLSTM Networks

Abstract: This paper introduces a novel approach using Transformer-based Time-Series Generative Adversarial Networks (TTS-GAN) and 2D Convolutional Long Short-Term Memory Networks (ConvLSTM) to ...
IEEE

Exploring the Potential Network Vulnerabilities in the Smart Manufacturing Process of Industry 5.0 via the Use of Machine Learning Methods

Abstract: The Industry 5.0 revolution has launched a new age of intelligent manufacturing equipment, which is crucial to our society and economy. Industry 5.0 aims to enhance human potential by ...