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Our team’s own Dr.EV development vehicle has recently shown the first signs of the BMS a079 phenomenon.
Although we have analyzed numerous user datasets and real-world cases, this is the first time we have personally observed the same issue on our own vehicle. This gives us a valuable opportunity to study the problem not only from the developer’s perspective but also as an actual owner experiencing it firsthand. To share some background: the vehicle was purchased used in June of last year with about 120,000 km. It has mainly been used for development, and the annual mileage is
rory lee
Nov 12 min read
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Why does Tesla recommend 80% charging for NCM batteries?
People use their batteries very differently. Some may only consume 10% in a day, others 50%, and some even require more than a full charge daily. So why does Tesla set 80% as the default charging limit for most users? From a battery health perspective, 50% state of charge is actually the most stable. But if a manufacturer simply told users to "keep your battery around 50%," most people would find that confusing and difficult to apply in real life. That’s why 80% has become th
rory lee
Oct 261 min read
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Why Parking Conditions Matter More for Battery Degradation
When you think about it, most electric vehicles spend far more time parked than being driven or charged. It may sound surprising, but a...
rory lee
Oct 112 min read
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Understanding Battery Capacity Buffer and Tolerance in Tesla
When it comes to Tesla's electric vehicle (EV) batteries, many owners may notice that the actual usable battery capacity doesn’t always...
rory lee
Aug 133 min read
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Why Is My Tesla Battery More Degraded Than Others With Similar Mileage?
Tesla owners often assume that if their vehicle isn’t driven frequently, their battery isn’t deteriorating. In reality, lithium-ion...
rory lee
Aug 24 min read
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How Tesla Calculates Usable vs. Rated SOC and Range Estimates
Usable State of Charge (SOC) Definition: Usable SOC  is the battery percentage that reflects the usable energy available for driving, as...
rory lee
Jul 288 min read
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How Tesla Calculates Usable vs. Rated SOC and Range Estimates (Summary version)
How Tesla Calculates Usable vs. Rated SOC and Range Estimates (Summary) 1. Usable State of Charge (SOC) Definition: Usable SOC shows the...
rory lee
Jul 282 min read
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Methods for State of Health Estimation in Tesla Batteries
The motivation for this article on Tesla batteries arose from common user queries regarding the accuracy of SoH measurements based on...
rory lee
Jul 266 min read
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Tesla Battery Pack Failure Rates by Production Year.
The reason I started looking into this is that I’ve recently seen many posts about Tesla battery replacements. I wanted to compare that...
rory lee
Jul 193 min read
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Battery Management vs. Pack Failure: What EV Owners Need to Know
Many EV owners today are increasingly aware of battery management—how to charge, when to fast charge, and how to extend battery life....
rory lee
Jul 1310 min read
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The Truth About Supercharging and Battery Heating: How Heat Really Affects EV Battery Life
This article aims to address widespread misconceptions about Tesla battery management, specifically regarding supercharging  and battery...
rory lee
Jul 57 min read
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Beyond Lithium-Ion: The Future of Battery Technology
Batteries have become the unsung workhorses of modern life, powering everything from smartphones to electric cars. The lithium-ion...
rory lee
Jul 512 min read
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Tesla Battery and Fleet Management App
As experienced BMS engineers and scientists, we have incorporated extensive expertise and research into creating the Dr.EV app,...
rory lee
Jul 53 min read
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10 Common Tesla Charging Problems and How to Fix Them
This guide outlines 10 common charging issues  faced during both AC (1–5)  and DC fast charging (6–10) , along with their causes and...
rory lee
Jun 253 min read
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Tesla Real-Time Charging: Ever Seen Your Car Charging Like This?
We introduced Tesla real-time charging monitoring after recognizing that many users experience issues such as charging compatibility...
rory lee
Jun 241 min read
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Tesla Battery Health: Surprising Impact of Model Year
Average predicted State of Health (SOH) for Tesla vehicles by model year, based on standardized odometer readings (10,000, 50,000,...
rory lee
Jun 191 min read
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Charging Comparison: Model 3 SR – LFP vs. NCM
Vehicle and battery information NCM Model: Â 2020 / 118,030 km, SOH 83.1% LFP Model: Â 2022 / 121,104 km, SOH 93% Â LFP (left), NCM...
rory lee
Jun 172 min read
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Case Study: Analysis of Cell Voltage Deviations in Tesla Model Y LFP Battery Charging
The analysis presented above is an actual case demonstrating the advanced battery diagnostics and management recommendations provided by...
rory lee
Jun 142 min read
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Tesla Doesn’t Hide Early Range Loss — That’s Real Confidence
Initial range reduction is a natural phenomenon commonly observed in electric vehicles. Among Tesla owners, some have reported that the...
rory lee
Jun 132 min read
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Battery Imbalance: The Hidden Reason You’re Losing EV Range
It’s impossible for all cells to behave identically • Battery cell production involves complex chemical processes (e.g., electrode...
rory lee
Jun 123 min read
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