Built on the latest industrial version of Nvidia's Jetson AGX Xavier module, the AVA-RAGX from Adlink provides a compact, rugged AI-enabled solution for both onboard and wayside railway applications that delivers high reliability and performance in harsh operating environments.
The platform is ideal for real-time video and graphics analysis applications – vital in today's increasingly complex railway operations. It boasts an 8-core Nvidia Carmel CPU and a 512-core Nvidia Volta GPU. Combining AI, machine learning, edge computing and IoT technologies – and certified to EN 50155 specifications – the AVA-RAGX is a rugged, fanless and compact platform designed for flexible deployment.
With its compact 288 x 190 x 78 mm dimensions, the system specifically targets space-restricted environments, making it ideal for edge-type railway applications with small enclosures. It provides a full complement of I/O ports, including four M12 gigabit ports and wireless connectivity (5G/LTE and Wi-Fi), as well as four digital input and four output ports (24-110 V DC with 1,5 kV isolation).
When integrated with an advanced camera system, radar, lidar, GNSSC and AI software stack, the AVA-RAGX can provide precise information about the train's surroundings and exact position. A challenge particular to the rail industry is the long braking distance of trains. The AVA-RAGX can be used as the heart of a hazard detection system to detect emerging hazards far ahead to increase warning time when connected to appropriate sensors. This serves to improve operational efficiency and safety, and helps prevent accidents, especially when trains run at night or in adverse weather conditions that reduce visibility.
When installed on an inspection train, a trackside equipment fault detection system processes images captured from wayside equipment, such as the pantograph and track, in real time. Driven by Nvidia's GPU-accelerated computing, the system can identify potential equipment faults at a train speed of up to 120 km/h.
Incorporating AI-at-the-edge into onboard legacy IP camera networks enhances passenger travel conditions. The AVA-RAGX can perform checking for unattended luggage, seat occupancy and passenger counting. When deployed in train stations, it can analyse the real-time video stream received from station platforms to detect suspicious or aggressive human behaviours and crowd movement.
OMRON simplifies safety verification for SA manufacturers Omron Electronics
IT in Manufacturing
OMRON’s NX Safety platform, Online Safety Functional Test Verification is a feature built into the Sysmac Studio engineering environment. This intuitive tool allows safety verification to be carried out digitally, with step-by-step guidance and full traceability, all from a single workstation.
Read more...Siemens drives next-generation vehicle development Siemens South Africa
IT in Manufacturing
The Siemens PAVE360 Automotive technology is a new category of digital twin software that is pre-integrated and designed as an off-the-shelf offering to address the escalating complexity of automotive hardware and software integration.
Read more...How digital infrastructure design choices will decide who wins in AI Schneider Electric South Africa
IT in Manufacturing
As AI drives continues to disrupt industries across the world, the race is no longer just about smarter models or better data. It’s about building infrastructure powerful enough to support innovation at scale.
Read more...How quantum computing and AI are driving the next wave of cyber defence innovation
IT in Manufacturing
We are standing at the edge of a new cybersecurity frontier, shaped by quantum computing, AI and the ever-expanding IIoT. To stay ahead of increasingly sophisticated threats, organisations must embrace a new paradigm that is proactive, integrated and rooted in zero-trust architectures.
Read more...2026: The Year of AI execution for South African businesses
IT in Manufacturing
As we start 2026, artificial intelligence in South Africa is entering a new era defined not by experimentation, but by execution. Across the region, the conversation is shifting from “how do we build AI?” to “how do we power, govern and scale it responsibly?”
Read more...Today’s advanced safety system is but the beginning Schneider Electric South Africa
IT in Manufacturing
Industrial safety systems have come a long way since the days of hardwired emergency shutdowns. Today, safety systems are not just barriers against risk; they are enablers of safer operations.
Read more...Siemens brings the industrial metaverse to life Siemens South Africa
IT in Manufacturing
Siemens has announced a new software solution that builds Industrial metaverse environments at scale, empowering organisations to apply industrial AI, simulation and real-time physical data to make decisions virtually, at speed and at scale.
While every effort has been made to ensure the accuracy of the information contained herein, the publisher and its agents cannot be held responsible for any errors contained, or any loss incurred as a result. Articles published do not necessarily reflect the views of the publishers. The editor reserves the right to alter or cut copy. Articles submitted are deemed to have been cleared for publication. Advertisements and company contact details are published as provided by the advertiser. Technews Publishing (Pty) Ltd cannot be held responsible for the accuracy or veracity of supplied material.
printer friendly version