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The impact of COVID-19 has changed the way we conduct business, and now, more than ever, illuminates the need for manufacturers to assess their processes and implement smart manufacturing technology.

Managing sensor performance has become a must-have for manufacturers. The advent and rapid adoption of IoT technology, enabling smart manufacturing systems, has created a two-fold scenario. Intelligent systems at once provide for near-real-time systems monitoring and create a new prediction problem.

Smart manufacturing is now being rapidly adopted by a much wider range of business sectors.

To get to smart manufacturing, the industry needs integration, simulation and analysis.

Tacoma, Washington-based Tool Gauge manufactures precision metal and plastic components and assemblies for the aerospace industry.

Composite materials consist of fibers—in the aerospace industry, they are typically glass, carbon or kevlar—suspended in a matrix of epoxy resin.

The concept of the digital twin in A&D was born in the 1970s, when NASA began employing full-scale virtual mock-ups of space capsules to forecast the performance of machines in outer space.

LIFT recently expanded the focus of its desire to “create innovations faster, better and cheaper” to the materials, processes and systems involved in moving innovations from concept to commercialization.

Kennametal is focused on the additive applications where we can leverage our core capabilities in delivering material properties for demanding applications in wear, erosion, corrosion and high temperatures.

In the U.S., we are not seeing any specific localized disruption yet, although I’m watching New Jersey where it could be on the cusp. There are a lot of manufacturing facilities there in pharmaceuticals and chemicals, and therefore that’s an area I think we should be paying attention to.