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Robots and job shops have not typically been talked about together. After all, everyone knows that automation is only suitable for high-volume production, and the typical mom-and-pop operation is anything but—its schedule filled with orders for high-mix, low-volume, and often highly complex work.

Modern manufacturing is a data-driven endeavor. The sheer volume of data available to be collected and analyzed is staggering—and something that couldn’t have been envisioned even 20 years ago.

Speedgrip Chuck Co., an Elkhart, Ind. Based workholding equipment manufacturer, has become the first U.S. customer of Taiyo Koki’s CVG-6T grinding machine. Taiyo Koki, a DMG Mori owned grinding machine manufacturer founded in 1986, “moves beyond the conventional concept of the traditional grinding,” the company said in a statement.

Hurco Companies Inc. has partnered with BMO Automation to provide customers a tested automation solution that requires minimal integration, according to the companies.

Servomechanisms are at the heart of 21st century automation. The basic elements are a servomotor; a device to convert rotary motion into linear motion; a suite of sensors to provide the required feedback; a controller to convert feedback data into command signals; and enabling software.

Amid vigorous growth in their industry, product lifecycle management (PLM) software developers are exploiting the cloud and machine learning to manage data and enhance the users’ experience.

Convergence-enabled cyberattacks—where criminals exploit traditionally isolated operational technology (OT) devices through their new connections to the IT network—may be motivated by the desire to hijack and demand ransom for services, steal trade secrets through industrial or national cyberespionage, or commit cyberterrorism or engage in cyberwarfare.

Some of the key trends in manufacturing are brought about by convergence of the design and manufacturing industries. With manufacturers under more pressure than ever to deliver better products faster and at lower cost, the need to connect and automate design and manufacturing processes to reduce iterations, errors, and delivery times is becoming critical.

For decades, plant personnel have performed insulation resistance tests with handheld megohmmeters to prevent motor failures that lead to costly unplanned shutdowns, failure-to-produce penalties and rewinding repairs. However, these tests only provide a “snapshot” of motor health. In a matter of days, motor windings and cables exposed to moisture, chemicals, contaminants or vibration can be compromised and fail at startup.

Much has changed in the world of automotive accessory designing, engineering, and manufacturing in the past few years. Sales and after sales of automotive parts have witnessed a surge in data-usage across the horizontal and vertical value chains between suppliers, business partners, internal departments, and the end-customers.