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AI for Sustainability Projects

Introduction AI for Sustainability Projects

The fight against climate change and achieving true sustainability demands innovative solutions, and Artificial Intelligence (AI) emerges as a potential game-changer. 

This revolutionary technology, capable of analyzing colossal datasets and uncovering hidden patterns, holds immense promise for safeguarding our planet.

Imagine AI-powered smart grids predicting energy demand with pinpoint accuracy, dynamically adjusting resources to match, and slashing carbon footprints. Agriculture, too, can undergo a sustainable transformation with AI-driven systems optimizing water usage, identifying optimal planting times, and minimizing fertilizer waste. These are just a glimpse of the possibilities – AI can guide us towards building more efficient cities, harnessing renewable energy with greater precision, and even predicting and mitigating environmental threats like deforestation and pollution.

Harnessing AI’s full potential for sustainability requires responsible implementation. Addressing ethical concerns and ensuring bias-free algorithms is crucial for equitable solutions. We must also prioritize energy efficiency in AI development and operation, lest the technology we deploy to combat environmental issues ends up contributing to them. By approaching AI with foresight and unwavering commitment to sustainability, we can forge a future where this powerful tool empowers us to live in harmony with our planet.

AI for Sustainability Projects


AI for Sustainability Projects: A Glimpse into the Future

The potential of AI to revolutionize sustainability efforts is vast and inspiring. Here are just a few examples of exciting projects harnessing this technology for a greener future:

1. Mbaza AI: This South African project uses AI-powered cameras and sensors to monitor illegal wildlife poaching in real-time. The system analyzes footage to identify suspicious activity and alert rangers, drastically improving response times and protecting endangered species.

2. Pachama: This AI platform helps businesses and investors assess and manage their deforestation risks within their supply chains. By analyzing satellite imagery and other data, Pachama identifies areas prone to deforestation and guides companies towards sustainable sourcing practices.

3. Open Climate Fix: This AI-powered platform helps communities around the world adapt to climate change. By analyzing local weather data and predicting extreme weather events, Open Climate Fix provides actionable insights for communities to prepare and build resilience.

4. Mobius: This project developed an AI system to automatically detect and classify whales from aerial imagery. This data is crucial for whale conservation efforts, aiding in population monitoring, migration tracking, and identifying threats like ship collisions.

5. Bumble Bee Watch: This citizen science project leverages the power of collective action and AI. People contribute photos and location data of bumblebees, and an AI system analyzes this data to map bee populations, track their decline, and inform conservation strategies.

AI for Sustainability Projects: Mbaza AI

AI for Sustainability Projects: Mbaza AI

Mbaza AI: Guardian of the Wilds

Deep within the lush rainforests of Gabon, a silent sentinel watches. Mbaza AI, a groundbreaking project harnessing the power of artificial intelligence, stands guard against a silent threat: illegal wildlife poaching.

A Powerful Vision System:

Imagine a network of AI-powered cameras strategically placed along animal corridors. These cameras, equipped with Mbaza’s intelligent vision system, tirelessly scan the footage, meticulously analyzing every movement within their range. Unlike their human counterparts, Mbaza AI never sleeps, never tires, and never misses a beat.

Unmasking the Poachers:

With lightning speed and unerring accuracy, Mbaza AI identifies suspicious activity. The rustle of leaves in the undergrowth, the glint of a snare, the telltale footprints in the damp earth – nothing escapes its watchful gaze. When it detects potential poaching, the system springs into action, sending real-time alerts to park rangers.

Saving Precious Lives:

Armed with this critical information, rangers can respond swiftly and effectively. Poachers, once able to operate with impunity under the cloak of darkness and dense foliage, are now exposed. Precious minutes and miles are saved, often making the difference between life and death for endangered species.

Beyond Poaching:

Mbaza AI’s impact extends far beyond simply deterring poachers. The rich data collected by the cameras provides valuable insights into animal behavior, migration patterns, and habitat use. This information empowers conservationists to make informed decisions, optimize patrol routes, and develop targeted anti-poaching strategies.

A Beacon of Hope:

Mbaza AI is a shining example of how technology can be harnessed for good. Its success in Gabon serves as a beacon of hope, inspiring similar projects around the world. From tracking illegal logging in the Amazon to monitoring endangered marine life in the Coral Triangle, AI is proving to be a powerful weapon in the fight for our planet’s biodiversity.

The Future of Conservation:

As AI technology continues to evolve, Mbaza AI is constantly learning and adapting. Its algorithms are refined with each new piece of data, making it even more efficient and effective at protecting wildlife. The future of conservation looks bright with Mbaza AI standing guard, its intelligent eyes ever vigilant in the watchful defense of our precious natural world.

AI for Sustainability Projects: Pachama


AI for Sustainability Projects: Pachama

Pachama: Weaving a Future from Forest Fibers

In the ever-urgent fight against climate change, a quiet revolution is brewing beneath the emerald canopy of the world’s forests. Pachama, a name echoing the Andean Mother Earth goddess, stands at the forefront of this revolution, using AI and satellite data to weave a more sustainable future.

A Forest Guardian Armed with Algorithms:

Pachama isn’t your typical environmental organization. Forget boots on the ground – theirs are satellites in the sky, armed with sophisticated AI algorithms that peer deep into the heart of forests. Their mission? To map and monitor the very forests that play a critical role in absorbing carbon dioxide, the enemy at the heart of the climate crisis.

From Pixels to Protection:

With each satellite image, Pachama’s AI brain crunches the numbers, meticulously calculating the amount of carbon stored within the trees. These carbon maps, precise and detailed, serve as powerful tools. Companies seeking to offset their carbon footprint can invest in forest conservation projects identified by Pachama, ensuring their investments directly protect existing forest cover.

More Than Just Numbers:

Pachama’s impact goes beyond carbon credits. Their vigilant AI constantly monitors for signs of deforestation, wildfires, or other threats. Early detection means quicker response, potentially saving irreplaceable trees and the carbon they hold captive. This continuous monitoring also empowers local communities to manage their forests sustainably, promoting biodiversity and protecting their livelihoods.

A Global Tapestry of Green:

Pachama’s reach extends far beyond any single forest. Their network of satellites and AI collaborators spans the globe, from the lush Amazon to the rugged Indonesian mangroves. Each new partnership, each forest mapped, each carbon credit traded, adds another vibrant thread to their tapestry of green.

The Future Beckons:

With every pixel analyzed, every forest protected, Pachama inches us closer to a future where forests and technology work hand-in-hand. Their vision: a world where businesses offset their emissions by nurturing the very lungs of our planet, where local communities thrive alongside thriving forests, and where climate change, though a potent threat, is met with the collective might of nature and innovation.

Pachama is a reminder that hope flourishes even in the shadow of environmental challenges. In the delicate ecosystem of our planet, Pachama has found a way to weave together technology, nature, and human ingenuity, creating a future where forests not only survive, but thrive, becoming the cornerstones of a truly sustainable world.

AI for Sustainability Projects: Open Climate Fix


AI for Sustainability Projects: Open Climate Fix

Open Climate Fix: Hacking the Climate Crisis with Open Source

Imagine a world where tackling climate change isn’t just about lofty goals and distant deadlines, but about immediate action, open collaboration, and accessible tools. That’s the world Open Climate Fix (OCF) envisions, and they’re building it one line of code and one shared dataset at a time.

Open Source Heroes:

OCF isn’t your typical non-profit. Forget stuffy boardrooms and hierarchical structures – this is a dynamic team of climate warriors armed with laptops and a fierce spirit of collaboration. They believe in open-source everything, sharing their code, data, and knowledge with the world for anyone to use and improve.

Hacking the System, One Project at a Time:

Their projects are as diverse as they are impactful. From predicting renewable energy generation to mapping solar panel locations, OCF tackles real-world climate challenges with practical solutions. Their “Solar Mapper” pinpoints rooftops with the most solar potential, empowering communities to harness the sun’s energy. Their “PV Forecast” accurately predicts how much power solar panels will generate, helping grid operators integrate renewables seamlessly.

Open Doors, Open Minds:

But OCF’s impact goes beyond the code they write. They believe in empowering others, training individuals from all walks of life to become climate-tech heroes. Their workshops and hackathons break down technical barriers, welcoming anyone with a passion for the planet to contribute.

A Network of Fixers:

OCF is more than just a team – it’s a community. Their open-source ethos fosters collaboration around the globe, connecting engineers, scientists, and citizens to share knowledge and drive collective action. This network of “fixers” is constantly innovating, finding new ways to hack the climate crisis and build a more sustainable future.

The Code for Change:

Open Climate Fix is a testament to the power of open minds and open source. They’re proving that tackling climate change doesn’t require exorbitant budgets or exclusive patents – it needs collaboration, transparency, and a shared commitment to action. By democratizing climate tech and empowering communities, OCF is writing the code for a future where everyone can be a hero in the fight for our planet.

AI for Sustainability Projects: Mobius


AI for Sustainability Projects: Mobius

Mobius: Guardian of the Deep, Powered by AI

Beneath the vast expanse of the oceans, hidden giants glide through the waves. Whales, these majestic creatures, play a vital role in the delicate balance of marine ecosystems. Unfortunately, their very existence is threatened by human activities like ship collisions and entanglements in fishing gear. Enter Mobius, a pioneering project harnessing the power of artificial intelligence to become the silent guardian of these gentle giants.

Seeing Through the Sea’s Surface:

Mobius isn’t your typical whale-watching tour. Equipped with AI-powered software, it analyzes aerial imagery with the keen eyes of a digital eagle. The system dissects every pixel, recognizing the telltale splashes and ripples that betray a whale’s presence even beneath the churning surface.

From Pixels to Protection:

Once a whale is identified, Mobius springs into action. The system meticulously classifies the species, pinpointing its location and direction of movement. This vital information is then shared with researchers, conservationists, and even shipping companies, allowing them to take proactive measures. Ships can reroute to avoid collisions, conservation efforts can be targeted toward specific areas, and researchers can gain valuable insights into whale behavior and migration patterns.

Beyond Whale Watching:

Mobius’ impact extends far beyond whale protection. The system can also detect other marine life like seals, dolphins, and even fish schools, contributing to a more comprehensive understanding of ocean ecosystems. This data can inform sustainable fishing practices, protect vulnerable species, and ensure the health of our seas for generations to come.

A Global Watch, a Collaborative Future:

Mobius isn’t confined to a single ocean. This innovative technology is adaptable and scalable, ready to be deployed wherever whales need protection. As collaborations with research institutions and conservation groups around the world grow, Mobius’ watchful gaze expands, creating a global network of guardians for the creatures of the deep.

A Future Where Whales and Technology Coexist:

Mobius represents a hopeful glimpse into a future where technology and conservation work hand-in-hand. With every whale identified, every collision avoided, every ecosystem protected, Mobius paves the way for a more harmonious relationship between humans and the denizens of the oceans. It is a testament to the power of innovation to not only understand, but also protect, the wonders of the natural world.

AI for Sustainability Projects: Bumble Bee Watch


AI for Sustainability Projects: Bumble Bee Watch

Bumble Bee Watch: A Buzz for Conservation with Citizen Science

In the vibrant dance of nature, few pollinators play a more critical role than bumblebees. These fuzzy ambassadors of biodiversity, with their cheerful hum and pollen-dusted coats, contribute immensely to the health of ecosystems and agricultural yields. Sadly, bumblebee populations face a multitude of threats, from habitat loss to pesticides. But in the midst of this environmental challenge, Bumble Bee Watch emerges as a beacon of hope, buzzing with the power of citizen science.

Empowering Everyone to be a Bee Guardian:

Imagine a world where anyone, anywhere, can become a protector of these crucial pollinators. Bumble Bee Watch makes this a reality. Through their user-friendly website and mobile app, anyone can submit sightings of bumblebees, sharing the location, species, and even photos of these fuzzy friends. This collective data becomes a powerful tool for conservationists.

From Observations to Insights:

With each bumblebee sighting, Bumble Bee Watch paints a clearer picture of these vital insects. The project tracks population distribution, identifies at-risk species, and monitors the impact of environmental changes. This knowledge empowers researchers and conservationists to develop targeted strategies to protect bumblebees, from restoring critical habitats to advocating for bee-friendly practices.

More Than Just Data:

Bumble Bee Watch isn’t just about collecting data; it’s about sparking a love for nature. The website and app provide educational resources, fun quizzes, and engaging activities that help raise awareness about the importance of bumblebees and the threats they face. This inspires individuals of all ages to become champions for these fuzzy pollinators.

Building a Global Buzz:

Bumble Bee Watch transcends borders, with its reach extending across North America and beyond. This collaborative effort unites scientists, conservationists, and concerned citizens, creating a powerful network of bumblebee advocates. As the data and knowledge base expand, so too does our understanding and ability to protect these vital insects on a global scale.

A Future Where Bumblebees Thrive:

Bumble Bee Watch exemplifies the power of citizen science to drive conservation. By engaging the public, collecting valuable data, and fostering a love for nature, this project paves the way for a future where bumblebees, and the ecosystems they sustain, can thrive. It’s a reminder that even the smallest actions, like recording a bumblebee sighting, can contribute to a larger buzz for conservation.

AI for Sustainability Projects

Conclusion AI for Sustainability Projects

Artificial Intelligence (AI) emerges as a potent force for good in the fight for sustainability. Its ability to analyze vast amounts of data, uncover hidden patterns, and optimize processes holds immense potential across various environmental and social challenges.

From the silent guardians of wildlife like Mbaza AI and Pachama to the community-driven citizen science of Bumble Bee Watch and the open-source innovation of Open Climate Fix, AI projects are paving the way for a more sustainable future. These initiatives demonstrate the diverse applications of AI, tackling deforestation, protecting endangered species, predicting weather patterns, and empowering communities to adapt to climate change.

However, harnessing AI’s full potential for sustainability requires responsible and ethical implementation. We must address issues of bias, ensure transparency in algorithms, and prioritize environmental sustainability in technology development. Furthermore, collaboration between researchers, policymakers, and practitioners is crucial to ensure the effectiveness and equitable distribution of AI-driven solutions.

AI is not a silver bullet, but a powerful tool in our collective toolbox for building a more sustainable future. 

By combining it with human ingenuity, ethical considerations, and unwavering commitment to the environment, we can leverage AI’s capabilities to protect our planet and ensure a thriving future for generations to come.

Here are some key takeaways:

  • AI offers diverse applications for tackling sustainability challenges, from optimizing resource use to protecting endangered species.
  • Responsible and ethical implementation is crucial to avoid amplifying existing inequalities and environmental burdens.
  • Collaborative efforts between stakeholders are essential for maximizing the impact of AI for sustainability.
  • Continuous innovation and research are needed to unlock the full potential of AI for a sustainable future.

The journey towards a sustainable future is one we must embark on together. By embracing the potential of AI while ensuring its responsible use, we can create a greener, healthier, and more equitable world for all.

https://www.exaputra.com/2024/01/ai-for-sustainability-projects.html

Renewable Energy

CNC Onsite Cuts Repair Costs With Uptower Machining

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Weather Guard Lightning Tech

CNC Onsite Cuts Repair Costs With Uptower Machining

Søren Kellenberger, CEO of CNC Onsite, joins to discuss uptower yaw gear repairs, flat tower flanges, and replacing 1,000 blade root bushings across 26 turbines.

Sign up now for Uptime Tech News, our weekly newsletter on all things wind technology. This episode is sponsored by Weather Guard Lightning Tech. Learn more about Weather Guard’s StrikeTape Wind Turbine LPS retrofit. Follow the show on YouTubeLinkedin and visit Weather Guard on the web. And subscribe to Rosemary’s “Engineering with Rosie” YouTube channel here. Have a question we can answer on the show? Email us!

Allen Hall 2025: Soren, welcome back to the podcast.

Søren Kellenberger: Thank you, Allen, and, uh, nice doing it, uh, face-to-face- Yes, it’s great … and not as a team, uh, call. Right. That’s

Allen Hall 2025: true. Yeah. You’ve been doing a good bit of traveling, and you’re the new head of CNC Onsite.

Søren Kellenberger: I am, yes.

Allen Hall 2025: So congratulations on that.

Søren Kellenberger: Thank you very much.

Allen Hall 2025: And all the exciting new things that CNC Onsite [00:01:00] is doing, plus all the things you have developed and are now out in the field implementing, the, the list goes on and on and on.

I’m alwa- every time I talk to you, “Oh, we got a new-” Yeah … “machine to do something uptower.” So it’s all uptower, which is the, the beauty of CNC Onsite. You’re thinking about the operator and the cost to pull the blades off and do lifting the cell off and all those things. If we can do it uptower, we can save 30, 40, 50% of the cost of a repair.

Søren Kellenberger: Yeah.

Allen Hall 2025: That’s where CNC Onsite is just really killing it. You guys are doing great. Thank

Søren Kellenberger: you. Of course, we like what we do, but, uh, thank you.

Allen Hall 2025: Yeah. Yeah. Yeah, yeah. No, it’s good, it’s good. And, and so w- let’s talk about the things that I know about, and we’ll start there, and then we’ll go to all the new things you’re doing.

So the one that I see a lot of operators asking about is yaw tooth. Yeah.

Søren Kellenberger: Uh,

Allen Hall 2025: deformations, broken teeth on the yaw gear. That’s a big problem. And when I talk to [00:02:00] technicians, and I have them texting me about this, like, “Oh, well, I just weld on the gear back on, weld the tooth back on.” That’s a short-term solution.

That’s not gonna be long-term. The long-term solution is the CNC Onsite. Can you explain what you do to permanently fix these yaw gear problems?

Søren Kellenberger: Yeah. So what we do is actually we start by getting information about the, uh, original yaw ring, so the dimension of the teeth, and we get some load data. And, uh, then we start designing a replacement segment.

Uh, so what we ac- the process is actually that we bring a CNC controlled machine uptower, mount it on the yaw ring, and then we mill away that worn area, uh, creating a small pocket. And then those, uh, segments that we have designed, they are prefabricated. We bring them up and mount them in, in that, uh, pocket and bring the- The yaw ring back to where it’s, you can say, original design, uh, [00:03:00] that way.

Yeah

Allen Hall 2025: It’s better than the original design, ’cause you’re actually putting in better teeth than the, the manufacturer did originally.

Søren Kellenberger: True. Yeah, yeah.

Allen Hall 2025: So that happens, so you’re, you’re machining out those old teeth, broken teeth, putting the new set of teeth in th- and that all bolts in, and that’s it. That’s it.

But the, the difficulty is getting the machinery uptower to do that. That’s where a lot of your, your technology comes from, is getting this very accurate, uh, well-defined machine uptower and doing very controlled grinding and milling. Yes. So can you explain what that system looks like? If I’m gonna grind off those yaw, broken yaw teeth, how big is that kit?

Søren Kellenberger: It… Obviously, it depends a little bit on the turbine size. Sure, okay. Yeah. So, uh, it, so the, the newer five, six, uh, 10 megawatt turbines have larger teeth, so yeah, there you need a, a larger machine.

Allen Hall 2025: Okay.

Søren Kellenberger: But let’s say for, uh, Vestas three megawatt, the, the [00:04:00] complete machine weighs about 250 kilos. That’s it? So yeah.

So it, it comes up in smaller components. We just use, uh, the, the internal crane in, in the nacelle, and, uh, then we can lift the components to the yaw ring, assemble the machine, and then we are basically good to go. So it take, takes less than a day to get everything up and, uh, get set and be ready to, to machine.

Allen Hall 2025: So if you wanna fix a yaw gear problem, how long does it take from start to finish to get that done?

Søren Kellenberger: It typically, it takes one day to get everything up and get ready, and then per six teeth, which is a typical segment, it takes about a day to machine that. Okay. So, uh, let’s say you have, uh, somewhere between 10 and 15 teeth, it’s, uh, two to three segments.

So we do that in a week. Um-

Allen Hall 2025: Wow … and- ‘Cause the alternative is call a crane, have them lifting the cell off.

Søren Kellenberger: Yeah.

Allen Hall 2025: Take the yaw gear off, put a yaw gear on, if you can find a yaw gear. Yes. Put the nacelle back on. [00:05:00] Well, and I guess obviously the rotors are coming down too, so- Yeah. You’re talking about- Yes

hundreds of thousands of dollars in downtime. Yeah. It’s a big ordeal. The CNC Onsite method is so much easier.

Søren Kellenberger: We will just put our equipment in the back of our truck- … and then, uh, we’ll, we are ready to mobilize in a few days. So yeah, we can significantly, uh, bring down the downtime and, and as you said, the crane cost is of course extremely high.

And then you can add all the project management. You know, con- do I actually have my access roads, uh, still available? Right. Is the crane pad intact? And all of that stuff you need to organize. You can just forget about that and, uh- And

Allen Hall 2025: get it done …

Søren Kellenberger: get it done. Yeah.

Allen Hall 2025: Yeah. There’s, there’s a lot of owners, we, everybody knows who the machines are that have the, the, the yaw tooth problem.

Søren Kellenberger: Yeah.

Allen Hall 2025: So if you’re one of those owner operators, you better get ahold of CNC Onsite. Now, flanges on tower sections. It’s become a, a really critical issue. You hear a lot of, of [00:06:00] operators, OEMs talking about, “I’m putting together these tower sections and those flanges don’t really meet up quite right.”

Søren Kellenberger: Yep.

Allen Hall 2025: “I’m creating uneven torque patterns, bolt pat- my bolt tightening is not quite right.”

Søren Kellenberger: Yeah.

Allen Hall 2025: And it never really seats right, so you have this mechanical, built-in mechanical problem. CNC Onsite is now fixing that so those flanges are actually really flat. Really flat, yes. ‘Cause that’s what you need.

Søren Kellenberger: Yeah.

Allen Hall 2025: Yeah. They’re highly loaded.

Søren Kellenberger: If, if you want, uh… If you want your joints to be, uh, basically maintenance free, uh, we can, uh, achieve that with machining the flanges. And then, of course, you need to be in control with your bolt tightening process. Sure. But if you do those two things, you can have maintenance free bolted connections, and there’s so much money to be saved in the operations.

Um, and of course, when you have these bolts that end up fatiguing, some of them don’t get caught in time and you end up ha- having a catastrophic failure on the turbine. Uh- We’ve [00:07:00] seen that … because you have that zipper effect. Once a bolt starts breaking, the neighboring ones take that extra load and it accelerates really quickly.

Uh, yeah. Sure does.

Allen Hall 2025: Yeah. It’s a very serious situation, but it starts with this very simple solution which is just make the flange flat.

Søren Kellenberger: Yeah. But I think it’s some… a part of the issue is that those buying the towers aren’t necessarily responsible for the operational cost of maintaining that bolted connection.

So they might save a little bit of money when they buy the tower sections with rougher tolerances, but you will spend the money 10 times in the operations. Uh, and, and that’s, I think that’s where some of the operations, uh, re- the, the, those responsible for operational costs should, uh, get a little bit more CapEx spend, uh- Oh, sure.

Yeah. And, and then, uh, actually save a lot of money and, and reduce risk. Uh, it’s a huge, huge risk

Allen Hall 2025: It’s, it’s one of those lessons learned. You [00:08:00] don’t know that they should be flat. You shouldn’t know… You don’t know your flanges should be flat until you experience the problems, and then you want all your flanges flat from here on out.

Søren Kellenberger: Yeah.

Allen Hall 2025: But there’s only one way to do that really, and that’s to call CNC Onsite to come in and to make them flat.

Søren Kellenberger: Yeah.

Allen Hall 2025: Because it’s a difficult thing to do. You really need to have the machining prowess and the tight tolerances that CNC Onsite’s gonna deliver in a tool that can actually be adapted to that tower ring and make those surfaces flat.

It’s complicated. Exactly.

Søren Kellenberger: It is. Uh, but that is what we do every day, so, uh- Yes, I’ve noticed … yeah, so

Allen Hall 2025: so- You take on those challenges

Søren Kellenberger: So we are optimizing our machines to be not only fit for one-offs, but actually to go into a manufacturing, uh, process. So we have op- optimized our machines a lot with, uh, automatic alignment and, uh, stuff like that to, to really make that process, uh, easier.

Because it has been considered that when you had to machine a flange, you weren’t in [00:09:00] control with your production, uh, processes. But I think that is, um, a bit of a misinterpretation. It’s, it’s a little bit like saying when I have a casted component, I cannot get a bearing fit, uh, in my cast process. That’s not because your cast process is wrong, there’s just some limitations to what you can do.

Sure. And it’s basically the same here. Yes. And, and if you apply that con- uh, planned machining, you can gain some real benefits, uh, later on and the cost will, of course, drop dra- dramatically if you plan it, rather than call for one, uh, every time you have one that is out of tolerances and, and you can even narrow those tolerances down and get the benefits from maintenance-free bowler connections.

Allen Hall 2025: Right.

Søren Kellenberger: Uh-

Allen Hall 2025: Right, ’cause you’re gonna pay for it for the next 20, 30 years. Yeah. Yeah. That’s absolutely right. Now, you’re getting involved in some of the safety aspects of operating a turbine. Uh, some of the pins and the lockouts on the low-speed gearboxes get a little worn over time, so the hole [00:10:00] you put the pin in gets worn.

There’s a lot of loads on that and- Yeah … it starts to oblong out and eventually, if you’re trying to work on that gearbox, you’re trying to keep that and your technicians safe, which is what you’re doing- Yeah … that lockout pin doesn’t quite fit in the hole and it creates a little bit of a safety risk.

Yeah. So now CNC on-site’s coming in and saying, “Hey, wait a minute. We can realign that, clean that hole up, make that safe again.”

Søren Kellenberger: Yes.

Allen Hall 2025: Explain what that looks like and what that process is to do that.

Søren Kellenberger: Yeah. So again, it’s the same thought like with the, with the O-ring, uh, that instead of bringing a component down and trying to fix it, we have designed some machinery we can bring uptower and then make that repair.

So basically what we do is that, that we mill that hole a little bit larger and then we bring a bushing, uh, that we, uh, freeze into that hole- Okay … and to recreate that tight fit again with a, with a locking pin. Uh, so it’s, it’s not that [00:11:00] complicated, but you still need to know, of course, what you are doing.

So finding the center of the original hole is one of the critical things because you want the center of the new ring to be in that same position- Sure … to make sure it fits with the pin

Allen Hall 2025: right. So- Right. You can’t just take a drill up there and try to clean out that hole. No, no. That is not the way to do that

That,

Søren Kellenberger: that

Allen Hall 2025: won’t work. No, no . I’m sure it’s been tried, but- Yeah … no, you wanna have accurate mach- actual, uh, tight tolerance machinery up there to, to align that hole, drill it properly, put that insert back into that spot- Yeah … which is gonna be a hardened insert so it’ll last longer, right?

Søren Kellenberger: Yeah, yeah.

Allen Hall 2025: So once you do that, y- it’s a permanent fix to a otherwise nagging problem.

That’s wonderful.

Søren Kellenberger: Yeah.

Allen Hall 2025: So, th- again, that kit just goes right uptower, right up the, the lift, right up the cl- crane- Exactly … and bang, you’re done. Yeah. Okay.

Søren Kellenberger: So all our machines are designed to be able to be lifted with the internal crane-

Allen Hall 2025: Yeah …

Søren Kellenberger: of that specific nacelle.

Allen Hall 2025: Okay.

Søren Kellenberger: So obviously as the cells go bigger, they have more load cap- uh- Me too

load capacity. Yeah. So for the smaller [00:12:00] turbines, the machines come in, in a bit smaller parts- Okay … so that we are sure we stay within that 250 or 500 kilogram or even whatever the limit is of, of that- Yeah, yeah, yeah … crane. And then we can, uh, reassemble everything uptower and still do tolerances within a few hundredths of a millimeter.

And, and I think that is, that is really the core of, of what we do that, that we can achieve those workshop tolerances on site, um-

Allen Hall 2025: It’s crazy when I tell people that. I say, “Well, you know, CNC on-site, they can’t… I mean, those, those tolerances can’t be that tight.” And I say, “No, no, no, no. They’re talking about, you know, fractions of a millimeter,” which in, in American terms means fractions of a mil.

Yeah. That’s 1/1000th of an inch. That’s the tolerance you’re doing.

Søren Kellenberger: Yeah.

Allen Hall 2025: Uh, and that means quality at the end of the day. If you can machine things that tight, that means what you’re getting is gonna be right for that job. Yeah. It’s gonna fix that, fix that problem permanently, which is the goal. Yes. Don’t recreate the problem.

Just fix it once and be done. Now, blade root [00:13:00] inserts, huge issue. CNC on-site has been developing tooling to drill out those existing inserts and, and put in new inserts, and you’re having success with that.

Søren Kellenberger: Yeah.

Allen Hall 2025: That’s a… it seems like a complicated process, but you have owned that quite well. Talk about what that machinery looks like today, how you’re doing that process, and what have you learned from doing some, uh, field work.

Søren Kellenberger: It’s, uh… we actually, we’ve, we’ve developed two different machines now. Okay. So we, we have, we have one that is, uh, fully CNC controlled, uh, when you need to do a lot of bushings. Yeah. Um, that one takes a bit more, uh, time to set up, but, but, uh, each drilling process is, is really fast. Uh, and then we have developed a semi-automatic machine as well, uh, which is a little bit easier to mount, mounts directly on the blade.

And it’s, uh, really perfect when you only have smaller areas of the, the blade root where you don’t need to replace all bushings- But maybe typically it’s, it’s in the high load [00:14:00] area, which is 15 to 20 bushings maybe. Right. Something like that, right? Yes.

Allen Hall 2025: Yeah.

Søren Kellenberger: So, so there we can just mount it directly on the blade and, and then drill from, uh, from there.

Um, and it works really well. We completed, uh, the first large scale, uh, commercial, uh, project, uh, together with our good friends from, uh, We4C. Uh- Right.

Allen Hall 2025: Yes.

Søren Kellenberger: And, uh, and now we are producing, uh, two more drilling machines- Oh … uh, for, for new upcoming, uh, projects also together with, uh, the guys from, from We4C.

Allen Hall 2025: Wow.

Søren Kellenberger: So now it’s, it’s starting to, uh, to pick up. Um, it’s been a relatively long process, and I guess no one really wants to be the first mover on, uh, on new technology, right? Right. So we’ve had a lot of questions. Oh, that… And that looks interesting, but how many, uh, turbines, uh, or how many blades have you repaired?

And it’s been up until now, well, it’s only tested in the lab. Uh, but now we have the first, uh, large scale commercial, uh, project with, uh, 26, uh, turbines, [00:15:00] uh, repaired and, uh, and 1,000 bushings, uh, that were replaced, uh, across those, uh, 26 turbines. So-

Allen Hall 2025: Wow …

Søren Kellenberger: so I guess that is now large scale. Uh-

Allen Hall 2025: That’s large scale.

Yeah. Yeah. I would consider 1,000 a large scale test. Yeah. Yeah. Yes. And that brings all those turbines back to life.

Søren Kellenberger: Absolutely. They are up running, uh, full power again, so, uh, that is, uh-

Allen Hall 2025: That’s huge …

Søren Kellenberger: really nice.

Allen Hall 2025: For the operator, I’m sure they love that.

Søren Kellenberger: Yeah. And, and of course, uh, there’s, there’s been a lot of discussions about blades and, uh, bla- the, the waste, uh, issue you have on, on worn- Oh

out blades. Sure. So by being able to fix them instead of replacing them, not only is the, the cost for fixing a blade a lot lower than buying new ones, uh, but, but also from a, an environmental perspective. The not having to scrap them and create that waste is, uh, is also a nice, uh,

Allen Hall 2025: thing. Yeah, it’s one of the things that pops up more recently about replacing blades, and I think the [00:16:00] industry and the operators are pushing back on that.

Uh, because a lot of times the OEM wants to replace a blade, it’s just easier for them to do.

Søren Kellenberger: Yeah.

Allen Hall 2025: But the reality is, is that yeah, you’re creating this additional problem. What are you gonna do with the disposal of this blade? Do we really need to do that? Is it so far gone that I can’t recover it? I think a lot of times, especially with fiberglass blades- Yeah

you can bring them back to life.

Søren Kellenberger: Yeah.

Allen Hall 2025: Just with a little bit of engineering, uh, prowess and some good machinery- Yeah. You can, you can make magic happen, and that’s what CNC OnSite is doing. So that, that’s really amazing that, uh, you’re starting to get more adoption of that on, on the blade root inserts. I know across the United States there’s all kinds of issues, and you’re proving it out.

I think the adoption rate in America and all over is gonna really step up. Now, uh, you always have some cool new project, sort of top secret. What are you working on that the world needs to know about?

Søren Kellenberger: Yeah. W- I mean, we are constantly, uh, [00:17:00]expanding our, our line of services. Uh, so- Sure … so we are just out there trying to listen to what kind of issues do we see in, in the industry-

Allen Hall 2025: Yeah

Søren Kellenberger: and how can that be fixed, uh, uptower. So, so some of the, the latest, uh, innovations we’ve been doing is a, a new machine on, um… to, to do shaft milling. Uh, so that c- that can be on generator shafts, uh, for instance. There are some machines out there, but we’ve decided to go, uh, against CNC control- Okay

because it gives us a lot of, uh, opportunities both on, on speed, uh, of the process. It’s a more safe, uh, way to, uh, to do it.

Allen Hall 2025: Sure.

Søren Kellenberger: And we can actually also do different, uh, shapes on the shaft, so, so we can do more advanced, uh, repairs. Okay. We, we don’t need to stick to a certain diameter all the way. Now we can, we can mo- make grooves, and we can do, uh- Really?

all sort of sorts of stuff, uh- Oh … along that process because it’s CNC controlled.

Allen Hall 2025: Oh, sure. Okay. Um, and- Boy, okay. That makes a lot of sense. So you can actually take a, a, a basic, [00:18:00] basic, basic design of a shaft and make modifications to it- Yeah … to extend the lifetime and make it work better.

Søren Kellenberger: Yes. So typically we would mill down, uh, the shaft and- Sure

install a sleeve- Sure … to recreate a, a bearing fit, for instance.

Allen Hall 2025: Right. Yeah.

Søren Kellenberger: But we have possibilities to, uh, to create, um, grooves or anything that would do a stress relief or whatever you need, lubrication, or if you, if you want to do something, uh, afterwards, we, we can do that with, uh, with our machines.

Uh- Yeah. So yeah, we, we have some new machines for, for hollow shaft, uh, machining, so we can do stuff, uh, inside the main shaft, for instance. We can do stuff on the, the outside, as I mentioned on, on the generator shaft, but that could be on the gearbox as well. So- Sure … sometimes we see issues on the main shaft to, to gearbox, uh, connection.

Allen Hall 2025: Yeah.

Søren Kellenberger: We are able to, to fix, uh, those, uh, things uptower. Wow. And, uh, so yeah, lot of new, uh, stuff being, uh, developed.

Allen Hall 2025: That’s, that’s awesome.

Søren Kellenberger: [00:19:00] Yeah.

Allen Hall 2025: And I, I know you guys are busy, but- If somebody wants to get ahold of CNC Onsite and get work done this year, they better be making phone calls to you- … quickly. So I, I know your order book is filling up and you’re, you’re having to devote crews and machinery and time.

Yeah. How do people get ahold of you and get on that contact list and can start working the process?

Søren Kellenberger: I would say go into, uh, cnconsite.dk and, uh, there we have all our, our contacts. Uh, so just reach out. There’s a, yeah, formula you can, uh, fill in, uh, or you can find our direct contacts in our webpage, and, uh, then we can start looking at it.

So we are quite busy, but we are always- Yeah … open for, uh, discussions and, uh, yeah. That,

Allen Hall 2025: that’s a problem with being successful, is you’re just always busy running around trying to take care of problems, and that’s the thing, is that everybody I talk to that’s used CNC Onsite loves it-

Søren Kellenberger: Yeah …

Allen Hall 2025: and loves the process and loves the work you do.

So there’s gonna be a lot more phone calls and a lot more orders coming your way, and that’s- Yeah … that’s awesome. [00:20:00] Soren- Yeah … it’s so good to see you again and it’s so good to see you in person. Yeah. And congratulations on the promotion and everything that’s happening at CNC Onsite.

Søren Kellenberger: Thank you, Allen. It’s a pleasure.

CNC Onsite Cuts Repair Costs With Uptower Machining

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Renewable Energy

Is the Damage Permanent?

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Nobody knows.

Without doubt, the damage is profound.  The world has recognized that the United States is being commanded by a madman and has abandoned its place as the leader of the world.

As we look back across history, we see a certain shelf-life to democracies.  It’s easy to believe that we’re in the final days of what became of ancient Greece. It’s also possible, as numerous scholars have asserted, that we’re on the precipice of the sixth extinction.

But it’s entirely possible that the pendulum may start to rebound toward the days of America’s greatness, the time of truth and fairness.

We’ll see.

Is the Damage Permanent?

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Renewable Energy

Are You with President Trump?

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A dwindling number of hateful idiots still cling to the ideas at left.

But what was once 77 million is now approximately 45 million, and that number is falling every day, as Trump leads us deeper into corruption, economic ruin, and the revulsion of our former international allies.

Maybe we’ll see a meme like this in a month or so, when the president’s approval rating has declined into the teens, but I doubt it.

Are You with President Trump?

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