Tech
AI as Used in Manufacturing
With the current trend of AI being used in almost every industry, it is no wonder that manufacturing companies are turning to it to help them improve efficiency. Find out what areas AI can be used in and how and why it has been such a major factor in the manufacturing process.

Published
3 years agoon
By
Marks StrandThere is an upsurge in more and more manufacturing companies resorting to using
some AI-based technology in their manufacturing. With advantages like higher
throughput, artificial intelligence in manufacturing is nothing short of revolutionary.
That’s not even the end of it with more and more benefits coming in the shape of
predictive maintenance to reduce downtime and verify the quality of product.
Areas You Can Use AI in Manufacturing
The sheer ability of AI is only bottlenecked by technological advancements. But the
pace of technological growth has improved dramatically in the last decade. AI can do a
lot for you. It is for this very reason that AI chip companies have been making a killing
with more and more companies trying out AI in manufacturing.
In your assembly line, you can use AI in the following ways:
Quality Assurance
Manufacturing without a doubt requires impeccable attention to detail. This fact is
magnified even further in more delicate industries like electronics.
Quality assurance has been in the past a manual job with a very highly skilled engineer
checking the quality of all the produce. All the electronics and microprocessors made
have to be up to standard and everything well configured.
AI comes in with image processing algorithms that can automatically validate if an item
is well produced. It is all done in real time with cameras set up in different key points
along the factory floor.
Assembly Line Optimization
A lot goes into a single assembly line and automation of some of these processes
certainly doesn’t hurt. Artificial intelligence in manufacturing is the way to achieve some
level of assembly line automation.
You could start with something as simple as the system activating contingency plans
automatically in the event of equipment failure.
Defect Detection
The artificial intelligence industry really hasn’t taken root well enough to have lots of
assembly lines that can automatically detect defects along the production line. To be
fair, there are some in place although they are not that advanced and require an
engineer for all the coding that needs to be done to differentiate functional and defective
components.
AI and machine learning are often mentioned in the same breath and in this regard,
machine learning allows the assembly line to integrate new information. Without AI,
these systems cannot learn, which can result in tons of false positives, doubling the load
because they have to be manually checked.
Tips to Getting AI in Manufacturing Right
Before dipping your toes into the artificial intelligence industry for all your manufacturing
needs, take note of these very helpful tips:
Know Your Unit Economics
Your unit economics is essentially your revenues and costs in relation to a unit – a unit
that creates value, of course. In this case, the unit is whatever assembly line you have
running on AI for instance.
With that in mind, keep an eye on just how much value you are getting from the unit
compared to how much it costs you.
One way it’s going to cost you is all the cloud services. To be fair, cloud services are
rather cheap – until you start using computing resources, then it gets quite costly. If it's
just storage of data, then cloud services are extremely cheap. Find yourself a cost-
effective solution across different cloud solutions providers and AI chip companies with
regard to your unit economics.
There Is No One Size Fits All
As convenient and handy as it would be, there really is no one size fits all solution in
artificial intelligence and manufacturing. Take time to understand your process and how
everything works then tweak it accordingly with regard to what’s more important and
what’s not.
As a matter of fact, you may end up spending more on an alleged ‘one size fits all’ but
still get a less-than-optimal solution.
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Geneo Glam: Skin Firming Treatment for Radiant, Youthful Skin
Geneo Glam is the ultimate skin firming treatment designed to restore elasticity, enhance radiance, and leave you with a glowing, youthful complexion.

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2 days agoon
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The Geneo Glam skin firming treatment is a luxurious, non-invasive facial that revitalizes the skin by improving firmness, elasticity, and hydration. Using advanced OxyPod technology, this treatment delivers a unique combination of exfoliation, oxygenation, and infusion of active ingredients to help the skin look smoother, tighter, and more radiant.
Key Benefits
- Firms and Hydrates
The treatment boosts collagen and elastin production, helping skin feel firmer and more supple. - Improves Elasticity
Increases the skin’s resilience and reduces the appearance of fine lines and wrinkles. - Prevents Collagen Breakdown
Helps preserve the skin’s youthful structure by protecting existing collagen and supporting healthy cell function.
Powerful Natural Ingredients
- 24K Gold Particles
Stimulate collagen production, protect skin fibers, and encourage cell renewal for a firmer, lifted appearance. - Silk Amino Acids
Strengthen the skin barrier, lock in moisture, and support collagen synthesis to reduce visible signs of aging. - Carnosine Peptides
Help protect the skin from sugar-related damage (glycation), delay cellular aging, and extend the life of skin cells. - Copper
An antioxidant and anti-inflammatory that supports collagen development, smooths fine lines, and helps with skin regeneration.
How the Treatment Works
- Exfoliation and Oxygenation
The Geneo Glam OxyPod is activated with a Primer Gel, gently exfoliating the skin and triggering a natural oxygenation process that increases blood flow and enhances skin vitality. - Infusion of Actives
Active ingredients such as gold particles, peptides, and amino acids are infused deep into the skin to firm and rejuvenate. - Hydration and Nourishment
A final serum containing hyaluronic acid, rosehip oil, and marula oil hydrates and soothes the skin, leaving it soft and glowing.
Who Should Try Geneo Glam?
This treatment is ideal for people who want to:
- Reduce fine lines and early signs of aging
- Firm and tighten sagging skin
- Restore hydration and improve skin tone
Geneo Glam offers a refreshing way to firm, lift, and hydrate your skin—leaving you with a youthful glow and smooth, resilient skin. It’s a perfect solution for anyone seeking visible results without invasive procedures or downtime.
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H.265 miniature UAV encoders: A comprehensive Overview
H.265 miniature UAV encoders revolutionize aerial technology with advanced video compression, ensuring high efficiency and superior performance for modern UAV systems.

Published
3 days agoon
May 8, 2025By
Adva
As the demand for high-quality, real-time video transmission from unmanned aerial vehicles (UAVs) continues to rise in both military and commercial applications, the need for efficient, compact video encoding solutions has become paramount. H.265 miniature UAV encoders represent a significant advancement in this space, providing robust video compression in a small, lightweight package ideal for drones with stringent size, weight, and power (SWaP) constraints. Leveraging the power of High Efficiency Video Coding (HEVC), also known as H.265, these encoders allow UAVs to deliver high-resolution video over constrained data links, enhancing situational awareness and operational effectiveness without overwhelming available bandwidth.
H.265 is a video compression standard that succeeds H.264/AVC and offers approximately double the data compression ratio at the same video quality level. This efficiency is particularly beneficial for UAV applications, where bandwidth and power availability are limited, especially during beyond-line-of-sight (BLOS) missions or in contested environments. With H.265 encoders, UAVs can stream 1080p or even 4K encoder video in real time while consuming significantly less data than older standards. This is critical for operations such as intelligence, surveillance, and reconnaissance (ISR), where maintaining video clarity over long distances or through relay networks is essential for accurate decision-making.
Miniature H.265 UAV encoders are engineered to operate under harsh environmental conditions while maintaining optimal performance. These devices are typically ruggedized, featuring extended temperature ranges, shock resistance, and electromagnetic shielding to ensure reliable operation in military or field environments. Despite their small size—often no larger than a deck of cards—they include advanced features such as low-latency encoding, dynamic bitrate control, encryption, and support for multiple streaming protocols including RTSP, RTP, and MPEG-TS. This allows them to integrate seamlessly into existing command-and-control infrastructure and support a variety of end-user applications, from real-time ground monitoring to autonomous navigation and object tracking.
The integration of H.265 encoders into small UAVs has significantly expanded the capability of tactical drone systems. For example, military units can deploy hand-launched drones equipped with these encoders to provide persistent ISR coverage over a battlefield, transmitting clear, actionable video intelligence back to command centers in near real time. Law enforcement agencies and border security forces also benefit from these technologies, using UAVs to monitor large or remote areas with minimal personnel. In disaster response scenarios, such encoders enable drones to deliver live aerial assessments of affected regions, helping responders prioritize actions and coordinate relief efforts efficiently.
Beyond video transmission, modern H.265 UAV encoders are increasingly integrated with onboard artificial intelligence modules that enable edge processing. This allows UAVs to perform real-time object recognition, motion detection, and scene analysis directly within the encoder, reducing the need to send raw data to centralized systems for processing. Such capabilities are crucial in time-sensitive missions where latency can affect outcomes, such as tracking moving targets or identifying threats in complex terrain.
Despite their many advantages, the deployment of H.265 miniature encoders does come with some technical considerations. The encoding process, while more efficient than previous standards, requires higher computational resources. Manufacturers must therefore strike a careful balance between processing power, thermal management, and energy consumption. Additionally, the compatibility of H.265 streams with legacy systems remains a factor, as not all ground stations or video players natively support HEVC decoding without updates or specialized software.
Manufacturers of H.265 miniature UAV encoders include companies such as IMT Vislink, Soliton Systems, Haivision, and VITEC, all of which provide solutions tailored to UAV and robotics applications. These encoders are often modular, allowing integrators to select configurations based on mission requirements, payload limitations, and transmission needs. As the ecosystem of compact, high-efficiency video systems grows, continued innovation in low-power silicon and AI integration is expected to drive the next wave of capability enhancements in this field.
In the evolving landscape of drone technology, H.265 miniature UAV encoders stand out as a critical enabler of high-performance video transmission. By combining advanced compression with minimal SWaP impact, these systems provide UAV operators with the tools to observe, analyze, and act with unprecedented precision and clarity—no matter how small the platform or how demanding the environment.
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IEEE 802.11p and V2X Communication: Enabling Smarter, Safer Roads
IEEE 802.11p revolutionizes V2X communication, driving smarter, safer roads through advanced vehicle connectivity. This cutting-edge technology enhances transportation systems, enabling intelligent and secure interactions for a safer future.

Published
4 days agoon
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Adva
Modern vehicles are no longer isolated machines; they are becoming intelligent, connected nodes within a larger transportation ecosystem. At the heart of this transformation is Vehicle-to-Everything (V2X) communication, which enables cars to talk to each other and to the infrastructure around them. One of the first and most influential technologies developed to support V2X is the IEEE 802.11p standard—a wireless standard specifically tailored for vehicular environments.
What is IEEE 802.11p?
IEEE 802.11p is an amendment to the IEEE 802.11 standard (commonly known as Wi-Fi), designed to enable wireless access in vehicular environments. It was approved in 2010 and forms the basis for Dedicated Short-Range Communications (DSRC).
Key Characteristics of 802.11p:
- Frequency Band: Operates in the 5.9 GHz band reserved for Intelligent Transportation Systems (ITS).
- Low Latency: Optimized for fast, real-time communication necessary for safety-critical applications.
- Range: Effective communication range of up to 1 kilometer, suitable for high-speed vehicle interaction.
- Decentralized Architecture: Enables direct communication (V2V and V2I) without the need for cellular or network infrastructure.
- Robustness: Handles high-speed mobility and rapidly changing topologies typical of vehicular environments.
Role of 802.11p in V2X Communication
V2X (Vehicle-to-Everything) is a broader term encompassing various communication paradigms, including:
- V2V (Vehicle-to-Vehicle)
- V2I (Vehicle-to-Infrastructure)
- V2P (Vehicle-to-Pedestrian)
- V2N (Vehicle-to-Network)
- V2C (Vehicle-to-Cloud)
802.11p primarily supports V2V and V2I communications, forming the backbone of DSRC-based V2X implementations. Its low latency and direct communication capabilities make it ideal for applications such as:
- Forward collision warnings
- Intersection movement assist
- Emergency electronic brake lights
- Lane change warnings
Comparison with Cellular V2X (C-V2X)
As V2X technology has evolved, C-V2X (based on LTE and 5G standards) has emerged as a strong alternative to 802.11p. Here’s how they compare:
Feature | IEEE 802.11p (DSRC) | C-V2X (LTE/5G) |
Latency | ~10 ms | ~5–10 ms (LTE), <5 ms (5G) |
Coverage | Short-range, direct | Short + long-range via network |
Deployment | Mature, field-tested | Growing, especially with 5G |
Infrastructure | Minimal (no cellular needed) | Requires cellular networks (for V2N/V2C) |
Interoperability | Limited with C-V2X | Newer versions support dual-mode |
Adoption and Use Cases
Global Deployment:
- United States: Initially favored DSRC based on 802.11p, though recent FCC rulings have shifted focus toward C-V2X.
- Europe: ETSI has defined ITS-G5, a protocol stack based on 802.11p.
- Japan and South Korea: Active use of DSRC for tolling and traffic safety.
Real-World Applications:
- Collision avoidance systems
- Smart intersections
- Road hazard notifications
- Platooning for commercial vehicles
- Public transport priority systems
Advantages of 802.11p
- Mature and Proven: Used in numerous pilot programs and early deployments.
- Fast Time to Communication: No need for handshake protocols; devices can communicate almost instantly.
- No Subscription Costs: Operates independently of cellular networks.
Limitations and Challenges
- Scalability: In high-density traffic, packet collisions may reduce reliability.
- Spectrum Allocation: Regulatory changes in some countries have limited the bandwidth available to DSRC.
- Limited Ecosystem Growth: Many automakers and countries are shifting investment to C-V2X and 5G-based platforms.
Future Outlook
While 802.11p has laid the foundation for V2X communication, the industry is gradually pivoting toward more advanced and scalable technologies such as 5G NR-V2X. However, 802.11p remains relevant in regions where DSRC infrastructure is already deployed and continues to serve as a dependable option for immediate, low-latency vehicular communication.
Hybrid Solutions:
Some industry players are exploring dual-mode V2X devices that support both 802.11p and C-V2X, ensuring backward compatibility and smoother transitions.
IEEE 802.11p has played a pivotal role in launching the era of connected vehicles, offering reliable, low-latency communication tailored for high-speed mobility. While newer technologies like C-V2X and 5G are beginning to dominate the roadmap, 802.11p’s contributions remain foundational in the evolution of V2X systems. As the automotive industry moves forward, a mix of technologies, including legacy support for 802.11p, will ensure that safety, efficiency, and connectivity continue to advance on roads around the world.

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IEEE 802.11p and V2X Communication: Enabling Smarter, Safer Roads
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