This robot crawls along wind turbine blades looking for invisible flaws

Wind turbines are a great source of clean power, but their apparent simplicity — just a big thing that spins — belie complex systems that wear down like any other, and can fail with disastrous consequences. Sandia National Labs researchers have created a robot that can inspect the enormous blades of turbines autonomously, helping keep our green power infrastructure in good kit.

The enormous towers that collect energy from wind currents are often only in our view for a few minutes as we drive past. But they must stand for years through inclement weather, temperature extremes, and naturally — being the tallest things around — lightning strikes. Combine that with normal wear and tear and it’s clear these things need to be inspected regularly.

But such inspections can be both difficult and superficial. The blades themselves are among the largest single objects manufactured on the planet, and they’re often installed in distant or inaccessible areas, like the many you see offshore.

“A blade is subject to lightning, hail, rain, humidity and other forces while running through a billion load cycles during its lifetime, but you can’t just land it in a hanger for maintenance,” explained Sandia’s Joshua Paquette in a news release. In other words, not only do crews have to go to the turbines to inspect them, but they often have to do those inspections in place — on structures hundreds of feet tall and potentially in dangerous locations.

Using a crane is one option, but the blade can also be orientated downwards so an inspector can rappel along its length. Even then the inspection may be no more than eyeballing the surface.

“In these visual inspections, you only see surface damage. Often though, by the time you can see a crack on the outside of a blade, the damage is already quite severe,” said Paquette.

Obviously better and deeper inspections are needed, and that’s what the team decided to work on, with partners International Climbing Machines and Dophitech. The result is this crawling robot, which can move along a blade slowly but surely, documenting it both visually and using ultrasonic imaging.

A visual inspection will see cracks or scuffs on the surface, but the ultrasonics penetrate deep into the blades, making them capable of detecting damage to interior layers well before it’s visible outside. And it can do it largely autonomously, moving a bit like a lawnmower: side to side, bottom to top.

Of course at this point it does it quite slowly and requires human oversight, but that’s because it’s fresh out of the lab. In the near future teams could carry around a few of these things, attach one to each blade, and come back a few hours or days later to find problem areas marked for closer inspection or scanning. Perhaps a crawler robot could even live onboard the turbine and scurry out to check each blade on a regular basis.

Another approach the researchers took was drones — a natural enough solution, since the versatile fliers have been pressed into service for inspection of many other structures that are dangerous for humans to get around: bridges, monuments, and so on.

These drones would be equipped with high-resolution cameras and infrared sensors that detect the heat signatures in the blade. The idea is that as warmth from sunlight diffuses through the material of the blade, it will do so irregularly in spots where damage below the surface has changed its thermal properties.

As automation of these systems improves, the opportunities open up: A quick pass by a drone could let crews know whether any particular tower needs closer inspection, then trigger the live-aboard crawler to take a closer look. Meanwhile the humans are on their way, arriving to a better picture of what needs to be done, and no need to risk life and limb just to take a look.

Gadgets – TechCrunch

The annual PornHub year in review tells us what we’re really looking at online

PornHub, a popular site feature people in various stages of undress, saw 33.5 billion visits in 2018. There are currently 7.53 billion people on Earth.

Y’all have been busy.

The company, which owns most of the major porn sites online, produces a yearly report that aggregates user behavior on the site. Of particular interest, aside from the fact that all of us are horndogs, is that the US, Germany, and India are in the top spots for porn browsing and that the company transferred 4,000 petabytes of data or about 500 MB per person on the planet.


We ignore this data at our peril. While it doesn’t seem important at first glance, the fact that these porn sites are doing more traffic than most major news organizations is deeply telling. Further, like the meme worlds of Twitter and Facebook, Stormy Daniels and Fortnite made the top searches which points to the spread of politics and culture into the heart of our desires. TV manufacturers should note that 4K searchers are rising in popularity, which suggests that consumer electronics manufacturers should start getting read for a shift (although it should be noted that there is sadly little free 4K content on these sites, a discovery I just made while researching this brief.)

Need more frightening/enlightening data? Here you go.

Just as ‘1080p’ searches had been a defining term in 2017, now “4k” ultra-hd has seen a significant increase in popularity through-out 2018. The popularity of ‘Romantic’ videos more than doubled, and remained twice as popular with female visitors when compared to men.

Searches referring to the dating app ‘Tinder’ grew by 161% among women, 113% among men and 131% by visitors aged 35 to 44. It was also a top trending term in many countries including the United Kingdom and Australia. The number of Tinder themed fantasy date videos on the site is now more than 3500.

Life imitates art, and eventually porn imitates everything, so perhaps it’s no surprise to see that ‘Bowsette’ also made our list of searches that defined 2018. After the original Nintendo fan-art went viral, searches for Bowsette exceeded 3 million in just one week and resulted in the release of a live-action Bowsette themed porn parody (NSFW) with more than 720,000 views.

Bowsette. Good. Moving on.

The Bible Belt representing well in the showings with Mississippi, South Carolina, and Arkansas spending the most time looking at porn. Kansas spent the least. Phones got the most use as porn distribution devices and iOS and Android nearly tied in terms of platform popularity.

Windows traffic fell considerably this year while Chrome OS became decidedly more popular in 2018. Chrome was popular when it came to browsers used while the Playstation was the biggest deliverer of flicks to the console user.

Porn is a the canary in the tech coal mine and where it goes the rest of tech follows. All of these data points, taken together, paint a fascinating picture of a world on the cusp of a fairly unique shift from desktop to mobile and from HD to 4K video. Further, given that these sites are delivering so much data on a daily basis, it’s clear that all of us are sneaking a peek now and again… even if we refuse to admit it.


Android – TechCrunch

Tome Software and Trek Bicycle are looking to AI to make biking safer

 Tome Software has teamed up with Trek Bicycle to reduce the number of bike to vehicle collisions. To achieve this goal, the partners have turned to using artificial intelligence at the autonomous vehicle testing facility, Mcity. The project will be conducted at Mcity’s TechLab, a partnership between the University of Michigan’s Center for Entrepreneurship and Mcity around mobility.… Read More

Gadgets – TechCrunch