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A Tesla is greener than you think and getting greener – a look at manufacturing

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An electric vehicle is more than just a new form of technology.  It’s part of a shift in our entire way of life.  From a consumables based civilization to a renewable one.  My last article focused on the environmental benefits of driving an electric vehicle, but what about manufacturing?  Is it also sustainable?

One of the main themes from my previous article is that the data surrounding electric vehicles has been quickly changing.  Our electricity grid is getting greener, batteries are increasing in energy density, and costs are falling.  This rapid advancement is the reason for many misconceptions about electric vehicles and it holds true of manufacturing as well.  This article dives into the manufacturing impact, to give you a better feel for its significance, and show how much better it can get.

First though I want to be clear, an electric vehicle is without a doubt the better environmental choice.  To get a good snapshot of this just take a look at the lifecycle greenhouse gas emissions in the graph below.  These emissions include everything from raw material extraction, to vehicle manufacturing, through operation, and finally to end of life.  It’s clear that the reductions from driving far exceed any emissions from vehicle production.  The savings are huge.

*Based on 180,000 miles of lifetime driving of a large electric sedan (85kWh), batteries manufactured in China, vehicles made in Germany or USA, IPCC median data of lifecycle emissions factors for electricity sources, 2016 electricity source mix from Canada and the USA for EV charging, and EPA data for a 26 mpg vehicle.

But what is the manufacturing based on you say?  A fair question.  Manufacturing emissions depend on many factors like: which materials are used, the source of those materials, technologies incorporated into the manufacturing processes, material transportation needs, and the type of energy used at each stage of production.  The manufacturing data in the graph above is based on batteries produced on a carbon intensive grid (like China) with final vehicle assembly in Germany or the US.  For a large 85kWh Tesla battery weighing around 550 kg, the battery would account for 6 tons of greenhouse gas emissions.  I’ve seen this as the typical scenario in many research papers but with electricity grids getting cleaner every year the data quickly falls out of date.  Still, it serves as a good baseline scenario.  You may have seen higher numbers reported elsewhere, but frankly they are based on old data and often use the poor metric of kgCO2e/kWh, which doesn’t hold true as energy density rapidly improves.  A better metric is kgCO2e/kg of battery but even that must be continually updated.

What may not be immediately clear from the graph, is that the savings from driving an electric vehicle will very quickly payback the emissions from manufacturing the entire vehicle.  In Canada the payback would occur after about 55,000 kms, and the USA at 77,000 kms.  So, if you’re already driving, the most environmentally friendly thing you can do is replace your combustion vehicle with an electric vehicle today!

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That’s great…..but can we do better?

Remember that the blue bar in the graph assumes batteries are made in China and the vehicles are made in Germany or the USA.  Not exactly low carbon electricity grids.  It’s also based on studies using electricity data already a few years old and doesn’t account for the specific manufacturing facilities that are already better than the average electricity grids in those countries. Many manufacturers have also incorporated on site renewable energy and better recycling practices.

Manufacturer Highlights

  • Tesla currently manufacturers vehicles in California and batteries in Nevada. The Nevada battery Gigafactory will be 100% renewably powered with a 70MW solar array and have on site recycling.  The Freemont California grid is actually already very clean with 70% from non-fossil fuels (which partially explains the lack of solar there).
  • Chevy’s Bolt is manufactured by GM in Michigan.  54% of the facility’s energy comes from a combination of a 350kW solar array and landfill gas. The batteries are made by LG batteries in Holland Michigan, predominately powered by a natural gas power plant.  There is no solar integration in that LG facility but satellite imagery appears to show solar installed on some of their international facilities (oddly this is not mentioned in their sustainability reports). GM also has a plan to use 100% renewable energy by 2050 but that’s almost meaningless because almost everything should be 100% renewably powered by then or we’re going to be in big trouble.
  • The Ford Focus EV is also made in Michigan factory which incorporates a 500kW solar array. Their batteries are also made by LG.
  • Nissan has a solar array on the Leaf factory in Japan, but they don’t have one on the USA factory. Their batteries are also made by LG.

That’s a good look at today but manufacturers will continue to improve.  In fact that’s a recurring theme in all my research, that what was true 5 years ago for electric vehicles is not the reality today and that in turn won’t be representative of the future.  Electricity is getting cleaner, cars are getting lighter, recycling is improving, and batteries are becoming more energy dense.  All of this makes manufacturing an EV more sustainable.  The big question is how quickly and how much can they improve?

There are a variety of papers published on how individual factors can benefit the sustainability of electric vehicle manufacturing.  What I’ve done is combine the impacts, as graphed below.  The key takeaway from the graph is that Tesla, and possible others, are making EVs with low embodied manufacturing emissions and that this will only improve as time goes on.

The graph compares the emissions from conventional manufacturing practices for a large combustion sedan and a large EV sedan, and then compares that to sustainability leaders like Tesla today, in 2020, and then into the future. Please remember this is representative data based on many research reports, manufacturing practices, battery density forecasts, some estimations of future conditions, and some interpolation of data.  

 

How are these results achieved?

1: Selecting Clean Electricity Sources

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Electricity is used extensively to produce both the materials used in vehicles and the assembled vehicles themselves, but there’s a huge variation in how ‘clean’ electricity grids are.  China, Germany, and Michigan, are all locations big on vehicle manufacturing.  China also has a huge chunk of the world’s battery production and will continue to do so.  By 2020, worldwide production capacity is expected to expand five-fold, with China and South Korea producing 75% of world’s batteries.

In China coal use is down but still accounts for over 60% of electricity production, while in the USA it’s been dropping even faster, now at 30%.  Germany, South Korea, and Michigan still get about 40% of their electricity from coal.  Coal is a dirty fuel and manufacturers should avoid it to improve their sustainability.  Then there’s the issue of climate change, driven by greenhouse gas emissions.  Even though natural gas is cleaner to burn than coal, it still creates a lot of greenhouse gas and is responsible for significant methane leaks. For comparison purposes I’ve graphed the greenhouse gas emissions factors for relevant electricity grids and highlighted some specific manufacturer information to account for on-site renewable energy.  It makes for an interesting comparison, showing that both the Chevy Bolt and Tesla facilities use electricity sources far greener than even their state grids.

Why is coal considered dirty? Consider that natural gas produces approximately 50% less GHG emissions than coal, 99% less SOx, 90% less NOx, and 99% less particulates.

 

Data uses IPCC median emissions factors for electricity sources, not emission data from the individual plants or regions.  It’s important to recognize that many of the components are not made by GM or Tesla at the facilities noted (i.e. airbags, engine blocks, etc). Electricity contributes 29% of the greenhouse gas emissions in the USA and industry is responsible for 21%. That means there’s a lot of room for manufacturing to go green with low-carbon electricity.

Look at the Gigafactory in 2020, what a difference a green electron makes!  A recent study from the Norwegian University of Science and Technology found that using renewable electricity could drop production emissions by more than half.  That’s for an entire Tesla Model S sized vehicle.  With Tesla on the verge of expanding their manufacturing into China, it would be both surprising and disappointing if they didn’t make all new factories 100% renewably powered.  It is the new benchmark that they themselves have set for sustainable manufacturing.

2: Light-weighting

You may have noticed a lot of manufacturers using more aluminum in their vehicles.  There’s good reason for this.  An aluminum body can be 40% lighter than a steel body, according to Audi, and Tesla’s Model S and X use aluminum exclusively in their construction.  The push for longer range EVs is resulting in a push for lighter weight vehicles that use less materials. That’s great for the environment.

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3: Longer Lasting Cars and Materials

Electric vehicles will last longer than conventional combustion cars today.  Aluminum doesn’t rust, electric cars have far fewer moving parts to wear out and few disposable fluids to maintain, and the vehicles get over-the-air updates.  But eventually they will wear-out, and this is where recycling comes in.

Tesla Gigafactory flyover March, 2017 [Source: NMGroup]

 

4: Recycling

Today material recovery rates for steel and aluminum in vehicles are very high, at about 90%.  For aluminum this is a big deal because recycled aluminum uses only 5% of the electricity for processing, compared to processing from raw materials.  I reached out to Tesla to get information on how much recycled content they use and where their aluminum comes from but they’ve yet to get back to me.

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Batteries also benefit from recycling as they are composed mostly of valuable metals like aluminum, copper, nickel, cobalt, and lithium (there’s also the graphite anode to consider).  Studies indicate a possible 50% reduction in total battery emissions from recycling.  Tesla’s current battery recycler in Europe, Umicore, states that through their recycling they can already recover 70% of the GHG emissions that were produced during the original material extraction and refining stages.  Large scale lithium-ion battery recycling won’t be needed for several years.  Batteries today are expected to last a decade or more and that is continually improving.  Just recently Tesla’s battery research division achieved a doubling of battery lifespans for NMC batteries used in their energy storage (their cars use the NCA chemistry).  That was just one year into their work.

Imagine a vehicle that was produced entirely from recycled materials using 100% renewable energy, powered by renewable energy, driving quietly down the road with zero pollution.  That’s the future.  A truly closed loop, because once the materials are extracted, they can be used again and again.  It’s not like gasoline which is used only once.

5: Ethical and local sourcing

The results discussed so far have included the emissions from extracting and processing materials, but what about the ethical and moral considerations?  Ensuring that vehicles are produced ethically should be required of every manufacturer.  Most of the manufacturers have ethical material sourcing reports, to varying degrees of diligence, and some is mandated of publicly traded companies.  Tesla has also reaffirmed their commitment to ethically and locally sourced materials, on a number of occasions.

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“Imagine a vehicle that was produced entirely from recycled materials using 100% renewable energy, powered by renewable energy, driving quietly down the road with zero pollution.  That’s the future.”

Cobalt and graphite are potentially two of the biggest issues right now.  Today 65% of the world’s cobalt comes from the Democratic Republic of Congo and most of the flake natural graphite is coming from China.  Using less of these contentious materials is a good place to start.  The NCA battery chemistry used by Tesla/Panasonic requires far less cobalt than the NMC chemistry commonly used by other manufacturers.  They have also committed to sourcing cobalt from non-conflict zones.  Canada seems to have a role to play here.  Canada sits third in world production of cobalt and third in nickel production.  It’s not a coincidence as cobalt is often the byproduct of nickel production.  For graphite Tesla has previously stated that artificially produced graphite from Europe may be used and there are other anode materials in development.

Lithium is probably the most discussed material but accounts for ~10% of the battery by weight.  It is overwhelmingly extracted from salt brines, pumped from under dried up salt flats in politically stable countries.  It’s a pretty clean process but I do have issue with the evaporation process, as it depletes groundwater aquifers.  Thankfully there are companies working to create new processes that don’t rely on evaporation to concentrate the minerals.  But even with current methods, extracting a recyclable material like lithium has to be better than fracking for a consumable product like oil.

Conclusion:

Manufacturing electric vehicles today is comparable to or better than a combustion vehicle.  This will only get better, especially if it’s something customers care about.  It’s time to look beyond operational benefits and pay attention to which manufacturers are sustainability leaders.  Vote with your dollars and call on manufacturers to make positive changes.

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Tesla is undoubtedly one of the leaders.  They are using clean electricity in their production today and their massive battery Gigafactory will be 100% renewably powered once complete.  Their batteries have a low environmental impact relative to their peers due to the material composition, high energy densities, and clean electricity used in production.  They are also have good recycling practices and will improve that with on-site battery recycling in the future.   Their cars are long lasting, made of lightweight materials, and they have a good material sourcing strategy.  If they can continue to be leaders in this way and push the industry forward, it may just transform all of manufacturing.   That’s not to say Tesla is the only one.  There are other manufacturers doing some of these good things, but no one seems to be as thorough or have the complete vision of the best possible future like Tesla does.   But hey, if those other manufacturers can prove me wrong, all the better.

 

As an engineer working to improve sustainability and energy use, I have a passion for renewables, research, and data analytics. I'm based out of Toronto Ontario and you can contact me on LinkedIn or Twitter.

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Elon Musk

The FCC just said ‘No’ to SpaceX for now

SpaceX is fighting the FCC for spectrum that could put satellites inside every smartphone.

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SpaceX was dealt a new setback on April 23, 2006 by the Federal Communications Commission (FCC) after the U.S. government agency dismissed the company’s petition to access a Mobile Satellite Service spectrum that would allow direct-to-device (D2D) capabilities.

The FCC regulates communications by radio, television, wire, and cable, which also includes regulating D2D technology that lets your existing smartphone connect directly to a satellite orbiting Earth, the same way it would connect to a cell tower.

Elon Musk’s SpaceX has been building toward this through its Starlink Mobile service, formerly called Direct-to-Cell, in partnership with T-Mobile. The service officially launched on July 23, 2025, starting with messaging and expanding to broadband data in October of that year.

T-Mobile Starlink Pricing Announced – Early Adopters Get Exclusive Discount

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It’s worth noting that SpaceX is not alone in this race. AT&T and Verizon have their own satellite texting deals with AST SpaceMobile, while Verizon separately offers free satellite texting through Skylo on newer phones.

The regulatory foundation for all of this dates to March 14, 2024, when the FCC adopted the world’s first framework for what it called Supplemental Coverage from Space, allowing satellite operators to lease spectrum from terrestrial carriers and fill gaps in their coverage. On November 26, 2024, the FCC granted SpaceX the first-ever authorization under that framework, approving its partnership with T-Mobile to provide service in specific frequency bands. SpaceX then went further, completing a roughly $17 billion acquisition of wireless spectrum from EchoStar, which gave it the ability to negotiate with global carriers more independently.

Starlink’s EchoStar spectrum deal could bring 5G coverage anywhere

This recent ruling by the FCC blocked SpaceX from going further, protecting incumbent spectrum holders like Globalstar and Iridium. But the market momentum is already in motion. As Teslarati reported, SpaceX is targeting peak speeds of 150 Mbps per user for its next generation Direct-to-Cell service, compared to roughly 4 Mbps today, which would bring satellite connectivity close to standard carrier performance.

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With a reported IPO targeting a $1.75 trillion valuation on the horizon, each spectrum fight, carrier deal, and regulatory win or loss now carries weight beyond just connectivity. SpaceX is quietly becoming the infrastructure layer underneath the phones of millions of people, and the FCC’s next move will help determine how much further that reach extends.

FCC Satellite Rule Makings can be found here.

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Elon Musk talks Tesla Roadster’s future

Elon Musk confirmed the Roadster as Tesla’s last manually driven car, with a debut coming soon.

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Tesla Roadster driving along sunset cliff (Credit: Grok)

During Tesla’s Q1 2026 earnings call on April 22, Elon Musk made a brief but notable comment about the long-awaited next generation Roadster while describing Tesla’s future vehicle lineup. “Long term, the only manually driven car will be the new Tesla Roadster,” he said. “Speaking of which, we may be able to debut that in a month or so. It requires a lot of testing and validation before we can actually have a demo and not have something go wrong with the demo.”

That single statement is the entire Roadster update from yesterday’s call, and while it represents another timeline shift, it comes as no surprise with Tesla heads-down-at-work on the mass rollout of its Robotaxi service across US cities, and the industrial scale production of the humanoid Optimus.

The fact that Musk specifically framed the Roadster as the last manually driven Tesla is significant on its own. As the rest of the lineup moves toward full autonomy, the Roadster becomes something rare in the Tesla-sphere by keeping the driver in control. Driving enthusiasts who buy a $200,000 supercar are not doing so to be passengers. They want the physical connection to the road, the feel of acceleration under their own input, and the experience of controlling something with that level of performance. FSD, however capable it becomes, removes that entirely. The Roadster signals that Tesla understands this distinction and is building a car specifically for the people who consider driving itself the point.

Tesla isn’t joking about building Optimus at an industrial scale: Here we go

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The specs for the Roadster Musk has teased over the years are genuinely unlike anything in production. The base model targets 0 to 60 mph in 1.9 seconds, a top speed above 250 mph, and up to 620 miles of range from a 200 kWh battery. The optional SpaceX package takes it further, rumored to add roughly ten cold gas thrusters operating at 10,000 psi, borrowed directly from Falcon 9 rocket technology. With thrusters, Musk has claimed 0 to 60 mph in as little as 1.1 seconds. In a 2021 Joe Rogan interview he went further, stating “I want it to hover. We got to figure out how to make it hover without killing people.” Tesla filed a patent for ground effect technology in August 2025, suggesting the hover concept has not been abandoned. The starting price remains $200,000, with the Founders Series requiring a $250,000 full deposit. Some reservation holders placed those deposits in 2017 and are approaching a full decade of waiting.

With production now targeted for 2027 or 2028 at the earliest, the Roadster remains Tesla’s most audacious promise and its longest-running delay. But if what Musk is testing lives up to even half of what he has described, the demo alone should be worth waiting for.

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Elon Musk

Tesla isn’t joking about building Optimus at an industrial scale: Here we go

Tesla’s Optimus factory in Texas targets 10 million robots yearly, with 5.2 million square feet under construction.

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Tesla’s Q1 2026 Update Letter, released today, confirms that first generation Optimus production lines are now well underway at its Fremont, California factory, with a pilot line targeting one million robots per year to start. Of bigger note is a shared aerial image of a large piece of land adjacent to Gigafactory Texas, that Tesla has prominently labeled “Optimus factory site preparation.”

Permit documents show Tesla is seeking to add over 5.2 million square feet of new building space to the Giga Texas North Campus by the end of 2026, at an estimated construction investment of $5 billion to $10 billion. The longer term production target for that facility is 10 million Optimus units per year. Giga Texas already sits on 2,500 acres with over 10 million square feet of existing factory floor, and the North Campus expansion is being built to support multiple projects, including the dedicated Optimus factory, the Terafab chip fabrication facility (a joint Tesla/SpaceX/xAI venture), a Cybercab test track, road infrastructure, and supporting facilities.

Credit: TESLA

Texas makes strategic sense beyond the existing infrastructure. The state’s tax structure, lower labor costs relative to California, and the proximity to Tesla’s AI training cluster Cortex 1 and 2, both located at Giga Texas and now totaling over 230,000 H100 equivalent GPUs, means the Optimus software stack and the factory producing the hardware will share the same campus. Tesla’s Q1 report also confirmed completion of the AI5 chip tape out in April, the inference processor designed specifically to power Optimus units in the field.

As Teslarati reported, the Texas facility is intended to house Optimus V4 production at full scale. Musk told the World Economic Forum in January that Tesla plans to sell Optimus to the public by end of 2027 at a price between $20,000 and $30,000, stating, “I think everyone on earth is going to have one and want one.” He has previously pegged long term demand for general purpose humanoid robots at over 20 billion units globally, citing both consumer and industrial use cases.

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