Video analytics platform for railway applications
November 2022
IT in Manufacturing
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.
Further reading:
Development of motor control units for automotive industry
Siemens South Africa
IT in Manufacturing
SEDEMAC has adopted the Siemens Xcelerator portfolio of industry software, which is used in the development of its motor control units and engine control units. The motor control units are used in EVs, hybrids, ebikes and power tools, while the engine control units are used for off-road and on-road engines.
Read more...
Cybersecurity and cyber resilience – the integrated components of a robust cyber risk management strategy
IT in Manufacturing
Organisations continuously face numerous cyberthreats in today’s digital landscape, and while many prioritise cybersecurity to safeguard digital assets, their strategies for cyber resilience often become neglected.
Read more...
Sustainable last-mile delivery electric trucks
Siemens South Africa
IT in Manufacturing
Workhorse Group, an American technology company focused on pioneering the transition to zero-emission commercial vehicles, has adopted the Siemens Xcelerator portfolio of industrial software as it builds electric trucks for sustainable last-mile delivery.
Read more...
South Africa’s role in the AGI revolution
IT in Manufacturing
AI has found its way into general conversation after the emergence of large language models like ChatGPT. However, the discussion is increasingly turning to the search for Artificial General Intelligence (AGI), which could entirely change the game.
Read more...
Predictive asset performance management with ABB Ability Genix
ABB South Africa
IT in Manufacturing
The ABB Ability Genix APM suite is a comprehensive asset management platform powered by AI, IIoT and model-based predictive data analytics. This enables a paradigm shift towards a more proactive and predictive asset management approach.
Read more...
Intelligent automation primed for $47 billion revenue by 2030
IT in Manufacturing
According to GlobalData, the intelligent automation market is set to grow from $18 billion in 2023 to $47 billion in 2030, driven by advancements in AI, particularly the rapid adoption of generative AI.
Read more...
Chocolate manufacturing with Siemens Xcelerator
Siemens South Africa
IT in Manufacturing
Freybadi, one of the largest chocolate manufacturers in Indonesia and a trusted supplier of chocolate in the Asia-Pacific, Middle East and African regions, has adopted the Siemens Xcelerator portfolio of industry software to optimise its manufacturing and production processes.
Read more...
A CFO’s guide to unlocking the potential of gen AI
IT in Manufacturing
CFOs of leading global organisations understand that their role extends beyond mere financial oversight; they are pivotal in steering organisation-wide transformation, particularly in the realm of technological advancement.
Read more...
Higher level cybersecurity certification for Schneider Electric
Schneider Electric South Africa
IT in Manufacturing
Schneider Electric’s EcoStruxure IT NMC3 platform has obtained a new and higher level of cybersecurity certification, making it the first data centre infrastructure management network card to achieve SL2) designation from IEC.
Read more...
Industrial automation edge AI
Vepac Electronics
IT in Manufacturing
Teguar, a leading provider of industrial computer solutions, has announced an innovative partnership with Hailo, an AI chip maker renowned for its high-performance edge AI accelerators. This marks a significant step forward in Teguar’s mission to provide powerful and reliable computing solutions for a wide range of industries.
Read more...
printer friendly version