Edge AI Is Driving Demand for Rugged Industrial Computing Platforms

Manufacturers are turning to on-premise computing platforms that can process data at the edge as AI gets closer to the manufacturing equipment and assets, not just the cloud. This trend is fueling a growing demand for rugged industrial computers capable of handling AI workloads, machine vision, and real-time automation, particularly in challenging operating environments.

To meet this demand, WINSYSTEMS has launched the SBC35-474, a 3.5-inch single-board computer powered by Intel’s Atom x7000RE Series processors, which is compact and cost-effective. The platform is built for industrial use, and it can be used to deliver AI acceleration, high-speed networking, multiple expansion and to power machine control, machine vision, machines in transportation, communications gateways and remote monitoring.

Features such as triple-display support, support for DDR5 memory, dual 2.5 Gigabit Ethernet ports, M.2 expansion slots for additional storage, wireless connectivity modules and AI accelerators, triple 2.5L power ports, TPM 2.0 hardware security and a fanless design combine to make the computer more versatile and robust.

Industry context

Smart machines and machines with AI are increasingly moving from cloud computing to the edge, where data is not sent to central cloud servers for processing. This not only helps minimise latency but also increases reliability and speeds up decision-making processes for various applications like automated quality inspection, predictive maintenance, autonomous robots and machine vision.

The industrial computers are transforming from the simple control hardware to the smart computer platforms that will be able to operate AI models along with the automation software in factories to enable “Industry 4.0” technologies. All manufacturers are also more focused on cybersecurity issues, on long product life and on modular designs, which enable the upgrading of systems as computing demands change.

This is part of a larger transformation in the industry that is manifesting itself in WINSYSTEMS’ new single-board computer. Today’s industrial computing platforms are engineered not just to provide increased processing power, but also to enable AI-enabled workloads at the edge and offer the resilience, connectivity and long durations of service expected in mission-critical industrial applications. The growing importance of edge intelligence in smart manufacturing is likely to drive further expansion in embedded AI, which is a rugged, intelligent computing solution.