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Autonomous trash-gobbling robot boat wages war on waterway waste

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Autonomous trash-gobbling robot boat wages war on waterway waste

Have you ever looked out at a lake, river or harbor and been taken aback by the amount of floating trash and debris? A start-up company called Clear Robotics is tackling this environmental issue in an innovative way: with autonomous robot boats.

Clear Robotics was founded by two university graduates who wanted to automate the labor-intensive task of cleaning up floating waste from waterways. Their solution is the Clearbot, a robotic vessel that cruises through harbors, lakes and canals using its open bow to collect floating debris into onboard storage bins.

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Clearbot (Clear Robotics) (Kurt “CyberGuy” Knutsson)

Clear Robotics is expanding its fleet

Clear Robotics is now expanding its fleet with a new Class 3 autonomous marine vessel. This larger robot boat boasts five times the increased onboard storage capacity of 1.5 tons for collected trash and debris. It can also tow an additional barge, allowing for extended cleanup operations without needing to return to port as frequently.

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Beyond just collecting floating waste, the new Class 3 vessel has been engineered to tackle another aquatic nuisance: invasive weeds. Its enhanced capabilities make it an even more powerful tool in the fight to keep local waters clean and healthy. In addition, it can be used in surveillance as it relates to water quality and even oil and foam collection.

Autonomous trash-gobbling robot boat wages war on waterway waste

Clearbot (Clear Robotics) (Kurt “CyberGuy” Knutsson)

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The new vessel’s increased capacity

The new vessel has been designed to gather up to 441 pounds of floating garbage per hour and has an onboard storage capacity of 1,100 pounds. Because it can be equipped with a towing barge, it can extend its per-trip payload, as mentioned above, to 1.5 tons.

Its electric drive can manage an average speed of 3.5 mph, while the 3-kWh battery pack is good for up to eight hours of per-charge operation. Clear Robotics has installed solar panels up top that can add extra hours in ideal conditions. The company also reports that it has rolled out a self-docking mechanism across its entire fleet so that its vessels can autonomously return to docking stations with a solar charging unit for a top-up.

Autonomous trash-gobbling robot boat wages war on waterway waste

Clearbot (Clear Robotics) (Kurt “CyberGuy” Knutsson)

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Cutting-edge tech for cleaning and plant removal

The 13.25-by-7.5-by-5.5-foot Class 3 Clearbot features a 1080p camera and lidar and can be optioned with anti-collision smarts for fully autonomous operation. It features a conveyor in front to gather floating debris but is also equipped with a specialized cutter to extract invasive plants and weeds like hyacinths and duckweed.

If on trash duty, the vessel is reported to be capable of covering up to 107,600 square feet per day, though that’s reduced when snipping and removing weeds.

Autonomous trash-gobbling robot boat wages war on waterway waste

Clearbot (Clear Robotics) (Kurt “CyberGuy” Knutsson)

IS THIS TECHNOLOGY THE ANSWER TO CLEANING UP OUR OCEAN’S PLASTIC PROBLEM?

Key autonomous features of the Class 3 Clearbot

Key features of Clear Robotics’ new Class 3 autonomous marine vessel Clearbot include:

Autonomous waypoint mission path: With Clearbot, you can provide a set of GPS waypoints (i.e., a set of latitude/longitude pairs) and have the robot autonomously navigate from its current location to each of the defined waypoints to collect trash.

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Fail-safe return to home: Clearbot comes back to the Home Point if it happens to lose signal when connected to a remote controller or through Wi-Fi. With the RTH function, you can ensure safe marine operations even in larger water bodies.

Anti-collision software: Anti-collision detection helps you stop your Clearbot from moving and reverse its movement slightly when it detects something within a 45-foot radius around the boat when cleaning up trash and oil from marine environments.

AI-powered dashboard: Dashboards help Clearbot’s users monitor data-revealed emerging trends, track their operations and make informed decisions based on rigorous analysis.

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Autonomous trash-gobbling robot boat wages war on waterway waste

Clearbot (Clear Robotics) (Kurt “CyberGuy” Knutsson)

Clearbot’s new trash-cleaning partnership

Clearbot entered a partnership with Kingspan Group, which is a global leader in high-performance insulation and building envelope solutions, to begin sustainable cleaning of the Nonbah River in Nongstoin City in India. This demonstrates the real-world application and adoption of their autonomous trash collection technology.

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Autonomous trash-gobbling robot boat wages war on waterway waste

Clearbot (Clear Robotics) (Kurt “CyberGuy” Knutsson)

Kurt’s key takeaways

The rise of autonomous robotic solutions like Clearbot represents a major step forward in tackling the enormous problem of marine pollution and waterway contamination. By leveraging cutting-edge technologies like AI, machine vision and self-driving capabilities, these systems can operate continuously with minimal human intervention to clear vast areas of floating debris, oil slicks and invasive vegetation. As the technology matures and costs come down, we could potentially see fleets of these trash goblins patrolling rivers, harbors and coastlines around the world, making a significant dent in the millions of tons of waste that ends up in our waterways each year.

Have you witnessed the impact of plastic pollution and floating debris in your local waterways? What innovative solutions would you like to see implemented to tackle this environmental issue? Let us know by writing us at Cyberguy.com/Contact.

For more of my tech tips and security alerts, subscribe to my free CyberGuy Report Newsletter by heading to Cyberguy.com/Newsletter.

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DJI expands into e-bikes and drive systems

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DJI expands into e-bikes and drive systems

DJI is expanding into electric bikes in a big way with its new Avinox drive system and Amflow e-bike brand. The company best known for its drones is launching its first e-bike — the carbon fiber Amflow PL electric mountain bike — before the end of the year, complete with the mid-drive Avinox motor and fast-charging battery. It has so many smart and powerful features packed into a relatively lightweight e-bike that it should catch the attention of competitors like Bosch and Specialized.

As a showcase for DJI’s new Avinox drive system, the Amflow PL e-bike features a very impressive 120Nm of max torque and 1000W of on-demand boost power to overcome even the steepest inclines. Otherwise, its “remarkably quiet” mid-drive motor is rated for 250W of nominal output with an 850W peak. Its removable 800Wh battery can fast-charge from zero to 75 percent in a speedy 1.5 hours when using Amflow’s 2A/508W GaN charger.

Despite all that power and battery capacity, the Amflow PL weighs just 19.2kg (just over 42 pounds), thanks in part to a 2.27kg carbon fiber frame and 2.52kg Avinox drive system.

The bike features a two-inch color OLED touchscreen display integrated into the frame and an Avinox app for wireless access to the bike and all the riding data. The bike will sound an alarm in case of trouble and alert you of its location in the app. It has four pedal-assist modes, including an auto mode that adapts power delivery based on riding resistance. Rounding out the highlights is a USB charging port for your phone or bike computer, a full suspension system from Fox, and a frame that can accommodate both 27.5-inch and 29-inch rear wheels.

“Our expertise in battery and motor technology accumulated in drones and camera stabilization systems, have led us to the creation of Avinox,” says Christina Zhang, senior director of corporate strategy at DJI. “It is a natural move for DJI to expand into this field as we have been mastering the technologies essential to an electric bike system, in terms of reliable motor development, battery management, mechanical design and engineering.”

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The company has also been developing intelligent driving solutions for automobiles in China over the last few years, some of which can already be found in several car models. More recently, the company expanded into the large consumer battery market with the launch of its first power stations.

The Amflow PL is expected to ship in Q4. DJI tells me to expect a pricing somewhere between €7,000 and €12,000 ($7,500 and $12,850), which puts it into direct competition with premium electric sport bikes like Specialized’s Turbo series. DJI says the Amflow PL will be available from authorized dealers in Germany, the UK, and Australia “amongst others.”

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This dual-screen laptop swings horizontally — and quotes the Whole Earth Catalog

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This dual-screen laptop swings horizontally — and quotes the Whole Earth Catalog

Unlike the Asus Zenbook Duo and Lenovo Yoga Book 9i we reviewed earlier this year, it’s not a twin-screen tablet with a detachable keyboard; this one’s most definitely a laptop with an extra screen on a hinge that swings all the way around. And unlike the upcoming GPD Duo, it swings horizontally instead of vertically. The company is calling it the “world’s first horizontally foldable 360 degree laptop.”

While we don’t have a price, release date, or full spec sheet yet, it seems this laptop isn’t shooting for gaming or high-end productivity; it’ll be equipped with a two-year-old 12th Gen Intel Core i7-1255U processor (we’re expecting 15th Gen this fall), 16GB of DDR4 memory, and a 1TB PCIe 3.0 SSD.

It also only supports 5Gbps transfer speeds from its USB-A and USB-C ports and HDMI 2.0 rather than HDMI 2.1 for its video output. And one of its two USB-C ports is only for charging.

Still, there are lots of tasks that don’t necessarily need lots of horsepower but could benefit from more visual real estate — and the second screen isn’t the only unique thing about this machine!

The Acemagic X1 also includes, and I quote:

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Adding to its distinctive appeal, ACEMAGIC has engraved Steve Jobs’s iconic quote, “Stay hungry, Stay foolish,” in real gold on the left side of the keyboard. This touch symbolizes the device’s premium quality and innovative spirit.

(No, we don’t have a picture of the gold lettering to see if Steve Jobs’ name is also on the side of this laptop.)

The Acemagic M2A.
Image: Acemagic
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AI-driven exoskeleton lightens your load, elevates performance

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AI-driven exoskeleton lightens your load, elevates performance

A groundbreaking AI-powered exoskeleton developed by researchers at North Carolina State University and the University of North Carolina at Chapel Hill promises to be a game-changer for individuals with mobility issues.

I showed off a similar technology and got a mountain of messages asking if there was an application for disabled folks. This new exoskeleton could very well be that help.

The wearable technology provides unprecedented energy savings during human movement, making users feel as if they’re carrying 26 pounds less. This results in significant improvements in athletic performance and daily life activities.

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A man running while wearing an AI-powered exoskeleton (NCSU) (Kurt “CyberGuy” Knutsson)

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The power of digital twin simulations

The secret behind this revolutionary exoskeleton lies in sophisticated digital twin simulations, where humans and machines coexist, learning and adapting through millions of iterations to perfect physical assistance. The exoskeleton’s AI algorithm, still in development, goes beyond traditional machine learning focused on simulations and games, venturing into a new frontier where technology directly enhances human capabilities.

AI-driven exoskeleton lightens your load, elevates performance

A woman walking while wearing an AI-powered exoskeleton (NCSU) (Kurt “CyberGuy” Knutsson)

BEST WEARABLE DEVICES TO TRACK YOUR BLOOD OXYGEN LEVELS

Data-driven and physics-informed reinforcement learning

The researchers have embraced data-driven and physics-informed reinforcement learning, an approach that ensures their wearable robots are not just smart but also intuitive, aligning with their mission to improve human mobility and health. This cutting-edge technology maps sensor inputs from the robot to assistive torque without any intermediate steps, enabling end-to-end control.

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AI-driven exoskeleton lightens your load, elevates performance

A man climbing stairs while wearing an AI-powered exoskeleton (NCSU) (Kurt “CyberGuy” Knutsson)

SKYROCKET TO A HEALTHIER LIFESTYLE WITH THIS GEAR IN 2024

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Versatile assistance across multiple activities

One of the most remarkable features of this exoskeleton is its ability to generate synergistic assistance across various activities, including walking, running and stair-climbing. The learned controller automatically adapts to each user’s different kinematic patterns, accommodating transitions between activities seamlessly without the need for handcrafted control.

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AI-driven exoskeleton lightens your load, elevates performance

A man running while wearing an AI-powered exoskeleton (NCSU) (Kurt “CyberGuy” Knutsson)

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Unprecedented metabolic cost reduction

The experimental results are nothing short of impressive. Among state-of-the-art portable exoskeletons, the exoskeleton achieved the greatest metabolic cost reduction for walking (24.3%), running (13.1%) and stair-climbing (15.4%). This remarkable achievement stems from the experiment-free and versatile control approach, which eliminates the need for lengthy human tests and handcrafted rules.

AI-driven exoskeleton lightens your load, elevates performance

Diagram of AI-powered exoskeleton’s results (NCSU) (Kurt “CyberGuy” Knutsson)

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How much will the exoskeleton cost? 

We spoke to Hao Su, Ph.D., associate professor at North Carolina State University and the University of North Carolina at Chapel Hill. He is also the director of Biomechatronics and Intelligent Robotics Lab (BIRO), and he told us, “While the exoskeleton price is about $50,000 to $120,000 due to research and development costs and actuators, our approach can significantly reduce the R&D cost by leveraging our efficient learning-in-simulation framework, which allows for rapid design and testing in computer simulations rather than intensive testing on humans and physical robots.

“Looking forward, we plan to make our robots truly affordable and accessible through innovative hardware design, namely low-ratio gears and cost-effective but high-torque electric motors. In about one year, we aim to make our exoskeletons for sale at a price range of $1,500 to $4,000, depending on specific features and manufacturing scale.”

Kurt’s key takeaways

This AI-powered exoskeleton marks a major advancement in wearable robotics. It offers the rapid development and widespread adoption of assistive robots for both able-bodied and mobility-impaired individuals. This technology has the potential to revolutionize the field of exoskeletons, paving the way for a future where mobility is no longer a barrier and eliminates the hurdles of movement limitations.

What activities or tasks do you struggle with currently that this type of wearable robotic assistance could help make easier or more accessible? Let us know by writing us at Cyberguy.com/Contact.

For more of my tech tips and security alerts, subscribe to my free CyberGuy Report Newsletter by heading to Cyberguy.com/Newsletter.

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Ask Kurt a question or let us know what stories you’d like us to cover.

Follow Kurt on his social channels:

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Copyright 2024 CyberGuy.com. All rights reserved.

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