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Experts knock down AI barriers

Why don’t more manufacturers in the United States use smart manufacturing technologies like AI and machine learning to reduce waste, achieve predictive maintenance and enhance their automation systems? Five CESMII roundtable panelists share their insights.

LIMS Edge Device Expedites Entry into Industry 4.0 Production, Competitiveness

LIMS—the Low Investment Manufacturing System—is an unassuming little box consisting of a computer with proprietary Solution Engine software and an I/O hub that plugs into a standard outlet. When wired at the edge of a piece of production equipment, it becomes a simple solution for collecting and sharing complex sensor-derived data.

Try Feature-Based PLE

Feature-based Product Line Engineering refers to the engineering of a portfolio of related products using a shared set of engineering assets, a managed set of features, and an automated means of production.

Key Lessons in Basic Metallurgy for Machine Shops

While it is typically up to the design engineers or the customer to specify the materials needed for a part, sometimes even materials within specs seem just a little more difficult to machine.