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Best Practices

robotic arm with 3D printed parts on a table in a manufacturing facility
Manufacturing Policy Initiative School of Public and Environmental Affairs Indiana University

Smart manufacturing depends critically on information governance: rules (formal and informal) concerning the collection, flow, and analysis of information, often in digital form. To explore information governance issues in depth, the Manufacturing Policy Initiative at Indiana University hosted a roundtable event in Washington, DC, with executives from nearly 20 manufacturers. Policy experts from academia were asked to contribute to papers on specific topics including AI in manufacturing.

Stephen J. Ezell, Robert D. Atkinson, Dr. Inchul Kim, Jeahan Cho

This report first defines digital manufacturing technologies. It then assesses the potential productivity and economic benefits smart manufacturing can produce. It next examines the extent of manufacturing digitalization in the U.S. It finds first that data on the topic is sporadic, incomplete, and at this point primarily survey-based. Second, it finds that, for all manufacturing digitalization’s promise, U.S. manufacturers have been particularly slow to adopt digital manufacturing practices.

Daniel Trombley

The manufacturing sector accounts for about a third of primary energy consumed in the U.S. While most of that effort has sought savings from large manufacturers, more energy efficiency programs are beginning to address the needs facing small to medium-sized manufacturers (SMMs). This report discusses barriers, opportunities, and solutions to designing energy efficiency programs that result in significant savings from smaller manufacturers.