Toyota Research Institute is using AI-based diffusion policy to teach robots complex tasks.
Overall, there are two overriding customer needs: reducing cycle time and machine downtime. They want higher feed rates and depth of cut for greater metal removal.
Manufacturers face a difficult task juggling the current “innovation agenda.” Today, the Industrial Internet of Things (IIoT), robotic automation and artificial intelligence (AI) are all poised to be the next big thing.
Today’s products require high finishes, burr-free edges, freedom from contamination, and often close tolerances. Electropolishing provides all of those conditions and more in a matter of seconds for many metal parts. It is a process that has been used for more than a hundred years. It is widely known and the science is widely discussed, but its ability to run job shop lots and high-precision high-volume parts in the same equipment makes it a bit unique.
Automation development in the aerospace industry has quickened its pace, with the aviation and defense industries attempting to further automate manufacturing processes to meet growing OEM order backlogs and critical aerospace-defense program deadlines.
All fixtures are designed to hold a workpiece in position firmly and accurately during a manufacturing process.
Using a digital process such as computer-aided manufacturing (CAM) software can streamline the workflow between the additive and subtractive processes and reduce the chance of error,
Unleash the power of automation, reshoring, and nearshoring in manufacturing as industry pioneers optimize inventory, supercharge productivity, and stay agile in the face of market demands.
CESMII assembles a national Think Tank to advocate for the transformation of the U.S. manufacturing ecosystem
The warehouse automation market is growing at a rapid pace. However, automation comes with challenges that warehouse managers must overcome in order to fully benefit.