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The physical half of the twinning is fitted with sensors and other data collection devices which can produce information regarding the performance of the asset. t. In the case of machinery, this information can include energy output, temperature, efficiency, and more.

Recent research by McKinsey found that, “In the past ten years, 2.4 million industrial jobs went unfilled in the United States, costing the economy $2.5 trillion, according to McKinsey estimates. Furthermore, unfilled jobs were a primary reason that seven in ten companies fell behind in scheduled production, leading many industrial leaders to identify labor shortages as a challenge to growth.”

The manufacturing industry has weathered a series of changes and upheavals over the past few years. Now, manufacturing executives are rolling out their priorities, strategies, and investments for 2022 and beyond. This study explores how manufacturing leaders expect their industry to change and what plans they have in place for staying both competitive and resilient through those changes. The report includes benchmarking information about manufacturers’ technology strategies as well as key suggestions about how to prepare for future success.

This report explores the challenges that are holding organizations back from completing the initial stages of their smart manufacturing implementations and what lessons organizations have learned from their progress toward Industry 4.0 maturity. In reading this paper, you’ll also learn how leaders are adapting to these new business concepts, how data capture can help in the organization’s transformation into an Industry 4.0 company, and what tools will be necessary for the manufacturing industry to continue to innovate and grow.

Understanding the upcoming challenges and opportunities with the latest 4.0 trends is not always an easy feat. In this report we provide industry insights on those changes and how your company can stay on top

In this year's Director's Report, we discuss the current state of the manufacturing sector, the uncertainty that is still present, and what's next for the industry.

This report will explore how airbus is actively pursuing ambitions to take Industry 4.0 technologies and techniques to a new level.