Multi-protocol label switching (MPLS) is a solid networking technology that has powered enterprise networks for over two decades, connecting remote branch offices that require access to data or applications inhabited in the organization’s data center or headquarters. MPLS held many benefits over IP routing, however, it also became a challenge as the process consumes time and hardware resources, which results in degraded performance, especially for real-time applications. This challenge was further exacerbated during COVID times, which has significantly increased online usage and transactions.

With the growth in industrialization and electricity access across the globe, electrical power consumption continues to grow at a rapid pace and therefore, it becomes very important to efficiently and skillfully manage power distribution and consumption.  Automation in the power sector has become a requirement as it enables smart grids that can control and monitor power to minimize losses, improve reliability and productivity, manage demand cost-effectively and enable future-capacity planning.

We’ve been witnessing since early 2013 the exponential growth and popularity of electric passenger vehicles and to this day this trend does not show signs of slowing down as EV sales, government EV subsidies and manufacturers’ pledges for reducing carton footprint, all point towards a gradual but inevitable EOL of almost all internal combustion engine (ICE) vehicles.

The world has an energy problem as fossil fuels are running out and it is necessary to transition from fossil fuel dependence to renewable and clean energy, creating a cleaner and greener world. The energy and utility industry, from the utility of water, district heating, or power, has many challenges ahead.

We will be reviewing a machine vision system for light rail collision avoidance. This solution allows a light rail to avoid unexpected obstacles down the rail and reduce the chances of a collision. It uses an onboard industrial-grade edge AI appliance EAI-I130 provided by Lanner, capable of running MV models onboard. This appliance brings machine vision capabilities as close as possible to the light rail, allowing data captured by sensors to be processed right on-site.

Continuous surging growth in urban populations creates a demand for urban mobility, a greater demand for faster traffic flow, improved public safety, and more innovative transportation. A good urban traffic management network will not only improve traffic safety and boost local economies, but it will also improve public health and protect the environment.

One of the biggest challenges facing today’s textile industry is the fact that it for the most part still relies on human vision and manual inspection for defect detection, meaning the industry not only operates on thin margins but also has a considerably high defect rate.

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