Tesla Looks to Improve LFP Battery Performance and Bring Production to the U.S.

By Karan Singh
Not a Tesla App

Tesla recently announced plans to onshore Lithium Iron Phosphate (LFP) battery production to the United States, and those plans are starting to come together in light of a new patent on LFP chemistries. The newly published patent, WO2024/229047 A1, reveals that Tesla, along with a team including renowned battery researcher Jeff Dahn from Dalhousie University (who has made significant contributions to advancing lithium-ion battery technology, including LFP for Tesla), is developing an improved LFP-based cathode material. This “boosted” LFP will likely be the foundation for future US-made Tesla vehicles.

LFP batteries are already a part of Tesla’s strategy for its Standard Range vehicles and energy storage products. They are prized for their lower cost (by avoiding expensive nickel and cobalt), long cycle life, and ability to charge to 100% without damaging the battery. By bringing LFP production to the US, Tesla could tap into domestic incentives and avoid potential tariffs. This new patent suggests that Tesla isn’t just planning on bringing LFP production to the U.S., but that it’s also looking to improve it.

LFP with a Pinch of Nickel

The core of the patent describes a “blended cathode active material.” This involves taking a standard iron phosphate-based material, like LiFePO4 or LFP, and potentially Lithium Manganese Iron Phosphate, LMFP, which forms the vast majority of the cathode - about 90-99% by weight. Then, adding in a small, carefully controlled amount of nickel oxide-based active material, such as NMC or NCA, typically between 0.1-15% or as lean as 0.1-3% by weight.

The approach isn’t just a simple mix; the patent details crucial pre-processing steps for the nickel-based component. This includes surface area processing like milling to increase its surface area and heating it to temperatures between 650°C and 800°C. These steps are designed to reduce lithium-containing impurities (like LiOH and Li2CO3) in the nickel material, which can be detrimental to battery performance.

Why Blended?

The goal of this LFP-Nickel blend is to increase LFP battery performance. In particular, the patent is targeting improved capacity retention and increased lifetime cycles. The extensive data presented in the patent shows that cells made with this blended cathode exhibit several key advantages over standard LFP cells.

Improved Capacity Retention: The blended cathodes demonstrated a better ability to hold charge over many cycles with tests showing blended cells retaining over 90% capacity after 7,000 hours of cycling at 40°C in some configurations.

Improved Cycle Lifetime: The batteries could endure more charge and discharge cycles while maintaining output voltage, which is key for vehicle lifespans.

Better High-Temperature Performance: Testing at higher temperatures, including up to 70°C showed superior stability and capacity retention.

Reduced Degradation: A fascinating finding highlighted in the patent is that the blend appears to reduce the dissolution of iron from the LFP material, which can then deposit on the anode and hinder long-term performance. The blended cells showed less iron deposition on the anode after extensive cycling.

Lower Internal Resistance Growth: Finally, these new cathodes showed more stable internal resistance over time compared to pure LFP cells, especially at higher temperatures.

By incorporating just a small fraction of the higher-energy nickel material, Tesla hopes to improve LFP battery longevity and improve charge rates without increasing the cost of these batteries, which is one of their most appealing qualities.

Impact on Charging Performance

The patent doesn't explicitly focus on achieving dramatically faster charging speeds as its primary outcome, with most cycling tests conducted at moderate C-rates like C/3*. However, the findings offer strong indicators that charging performance would also be improved.

While the patent doesn't claim a new "fast charge" LFP chemistry outright, the inherent improvements in material stability and resistance characteristics suggest that these blended LFP cells could offer more robust and reliable charging performance.

* C-rates are a measure of how quickly a battery can charge. 1C means the battery can be fully charged in an hour, while C/3 means 33% per hour.

Domestic LFP

This patented technology could be the key to Tesla's US LFP production. It offers a pathway to manufacturing LFP cells that are not only domestically sourced but also offer a tangible performance improvement over conventional LFP chemistries. This could give Tesla a competitive edge, allowing them to offer LFP-powered vehicles and energy products with better longevity, durability, and potentially even slightly better performance characteristics in demanding conditions.

This is especially important today, as Tesla no longer sells vehicles with LFP batteries in the United States and North America due to tariffs. The only LFP battery items they sell within North America are Megapack and Powerwall, which are both excluded from tariffs (and incentives) due to their nature as stationary energy products.

As Tesla continues to innovate across the battery spectrum, from raw materials processing to cell design and manufacturing, innovations like this blended cathode could play an important role in the next generation of more affordable and durable electric vehicles and energy storage solutions. 

Tesla Engineers Reveal How Optimus Learns—And Show Off Its Dance Moves [VIDEO]

By Karan Singh
Not a Tesla App

Tesla’s Optimus humanoid robot is back in the spotlight, and this time it's showing off some impressive new footwork. In a pair of videos shared on X this week, Optimus demonstrated a surprising level of agility and coordination while dancing. The first demonstration had a precautionary safety cable, but the second demo was impressive without support.

Tesla has been making some astounding advances in Optimus’ unique FSD model, particularly through simulation and reinforcement learning. Optimus has come a long way since tripping over its own feet.

Do the Safety Dance

This first glimpse showed Optimus performing a simple series of dance-like movements. While there was a safety cable visible, indicating the relatively early nature of the test, the fluidity of the movements was noteworthy. Check out those feet—maintaining balance on two legs may be easy for humans, but it’s much harder for a robot as it shifts its center of gravity.

Milan Kovac, a member of the Optimus AI team, provided some additional context on this initial video. He mentioned that more was coming shortly, and the team has been hard at work. What’s key here is that he emphasized that the routine was entirely trained in simulation with reinforcement learning. He also mentioned that there are many optimizations and fixes already put in place for the sim-to-real training code. Finally, regarding the cable, he mentioned it's there in case of a fall and that it is not actually holding Optimus up directly.

Dance Baby, Dance

True to Kovac’s promise, the Tesla Optimus X account followed up with a second, more impressive video, declaring that it was just “getting warmed up.”

This time, Optimus engaged in a far more dynamic EDM-style dance, and crucially, without a safety cable or restraint. Optimus put on a good show of its balance, quicker movements, and an even greater range of dynamic motion, all untethered.

Murtaza Dalal, another Optimus AI team member, commented on this cable-free performance, stating, "As promised, the team is crazy fast :)" He pointed to the core methodology enabling such rapid progress: "Sim2real RL is the key to getting next level agile, dynamic motions. It’s also the key to precision and robustness."

Sim-to-Real Learning

The recurring theme from the Optimus team is the power of sim-to-real transfer using reinforcement learning. This approach involves training the AI model extensively in a simulated virtual environment, where it can learn complex behaviors (like walking, balancing, and now dancing) through trial and error at an accelerated pace. The best part is that it can all be done without risking damage to the physical hardware and done across multiple nodes of Tesla hardware. Imagine thousands of Optimus bots learning to dance all at once - except virtually.

Once the AI masters these skills in the simulation, the challenge lies in transferring that learning effectively to the real-world robot - which is the sim-to-real step.

These latest dance demonstrations suggest Tesla is making some fairly substantial strides in bridging that gap, allowing Optimus to translate simulated learning into real-world physical competence.

Rapid Development

While dancing may seem like a novelty, it serves as a compelling visual demonstration of Optimus’ advanced capabilities in balance, coordination, and dynamic movement - all essential for performing useful tasks in real-world environments. This progress builds on previous milestones, like Optimus learning to walk.

The "crazy fast" development pace lauded by Dalal indicates that Tesla is treating Optimus with the same iterative intensity it applies to its vehicles and FSD software. Each new demonstration, from sorting objects to walking and now dancing, offers a glimpse into a future where humanoid robots could play an important role in manufacturing, logistics, and eventually daily life.

The ability to quickly iterate and improve in simulation and then successfully deploy those improvements to the physical robot is crucial. While Optimus might not be ready for household chores just yet, its new dance moves are a clear sign that FSD is learning and evolving at an impressive rate.

Is This Camouflaged Tesla Model Y the Upcoming Performance Variant?

By Karan Singh
Not a Tesla App

A recent sighting at Giga Texas by drone operator and detail hound Joe Tegtmeyer has really caught our eye. A red Model Y was driving within the factory premises with its front and rear sections heavily camouflaged in Tesla’s standard black coverings. To top it off, there wasn’t just one, but two vehicles.

Tesla usually conceals vehicles when it has something to hide or test, and this timing suggests to us that a new variant of the world’s best-selling SUV is on its way. This leads us to two theories - a refreshed Model Y Performance or the anticipated, more affordable E41 Model Y.

The front fascia, headlights, and hood are almost entirely obscured, with similar coverings applied to the rear, hiding the taillight design and bumper. This is a classic practice to keep new design elements under wraps before an official unveiling, and this is exactly what we saw with the Model 3 Highland and Model Y Juniper projects. The rest of the vehicle, including the central body and roofline, appear fairly consistent with the current Model Y.

Refreshed Model Y Performance?

One compelling possibility is that Tesla is preparing for the launch of the refreshed Model Y Performance. This speculation gains traction when we look at the launch of the refreshed Model 3 Performance. The Performance variant launched several months after the Long Range AWD and RWD variants and came with a bespoke front fascia. That fascia included air ducts for improved aerodynamics and brake cooling, helping to differentiate it both visually and by performance from other refreshed Model 3s.

It stands to reason that Tesla is preparing to launch the refreshed Model Y Performance. The extensive covering on the front fascia could be hiding a more aggressive, aerodynamically optimized bumper and air ducts to match the Model 3 Performance.

More Affordable Model Y?

Alternatively, this mystery vehicle could be the prototype of the previously discussed affordable variant of the Model Y, known as E41. Tesla has been working on further cost reductions for its highest volume vehicle, which includes cost-cutting components and features, as well as working on manufacturing efficiencies.

Tesla is focusing on making its existing models, like the Model Y, more affordable. In this case, the camouflage might be concealing simplified exterior features designed to help reduce production costs. This could include a revised front-end design, along with different headlights or taillight assemblies. Tesla could even forgo the distinctive front lightbar, as well as the afterburner-style rear lightbar, if it contributes to worthwhile savings.

This would be a step beyond the recently introduced Model Y Long Range RWD, which improves the vehicle’s range and lower the price by $4,000.

For now, the identity of this camouflaged Model Y remains a mystery. The fact that it is out and about at Giga Texas suggests that whatever changes Tesla has incorporated are significant enough to warrant covering up the front and rear of the vehicle.

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