American Machinist

Local AI Can Optimize Your Machining Operations

Every day, every CNC program, every sensor reading, every tool change, every quality inspection report contributes to a ...
IEEE

Building a Digital Twin of a CNC Machine Tool

Abstract: Digital twin technology can positively transform manufacturing decision-making including supporting optimal utilization of machine tools on the shop floor. However, building digital twins ...
North Penn Now

What Metals Can Be CNC Machined? A Pennsylvania Manufacturer's Guide to Avoiding Costly Errors

Discover how to select the right metals for CNC machining in Pennsylvania. This guide covers aluminum, steel, and titanium ...
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 ...