AI Batteries: When Artificial Intelligence Meets the Energy Revolution

In early 2026, news ignited the global battery industry: at the World Economic Forum Annual Meeting in Davos, Switzerland, CATL (Contemporary Amperex Technology Co., Limited) won the WEF MINDS Award for its AI-driven battery R&D platform, recognizing its groundbreaking achievement in “enhanced intelligence leading next-generation lithium-ion battery design.”

This was not only a highlight for CATL, but also a significant signal for the explosive growth of the entire “AI + battery” sector. When artificial intelligence meets energy storage, a profound industrial revolution is quietly taking place.

What is an “AI Battery“?

An “AI battery” does not refer to a battery with a built-in AI chip, but rather to the widespread application of artificial intelligence technology throughout the entire battery lifecycle, from R&D and design to production, management, and recycling.

Specifically, AI battery technology encompasses two main dimensions: first, accelerating new material discovery and cell design through machine learning algorithms, transforming traditional “trial-and-error” R&D into “data-driven” intelligent design; second, optimizing the Battery Management System (BMS) through AI to achieve real-time health monitoring, predictive maintenance, and intelligent charge/discharge strategies, maximizing battery life and safety.

The platform showcased by CATL in Davos is a prime example of this. This platform integrates best practices in materials science, cell design, manufacturing processes, and equipment, combining physics-based electrochemical models with machine learning. Running on a private cloud, it utilizes over 50 million data records. Through physics-information machine learning and “intelligent agent AI,” this system acts like a digital engineer, automatically generating, evaluating, and optimizing design solutions.

Even more impressively, the platform is trained on over 100,000 battery design cases, 600TB of test data, and extensive after-sales data from new energy vehicles, achieving a prediction accuracy of up to 95%. It can generate design suggestions within seconds and complete virtual cell designs within minutes.

Market Size: A Golden Track from $3.5 Billion to $8.3 Billion

AI-driven battery technology is becoming a new hot spot for capital investment.

According to the latest “2026 AI-Driven Battery Technology Market Report,” the global market size is projected to more than double from $3.58 billion in 2025 to $8.38 billion by 2030. Between 2026 and 2030, this sector is projected to grow at a CAGR of 18.4%, primarily driven by increasing demand for mobile electronic devices, the integration of renewable energy, and the evolution of the electric vehicle industry.

The explosive expansion of the electric vehicle market is a major catalyst for this technological growth. As the world shifts towards cleaner transportation solutions, electric vehicle sales continue to climb—1,212,758 EVs were sold in the US market in 2023, a 49% year-on-year increase; this further increased to 1,301,411 units in 2024. The integration of AI technology is significantly improving electric vehicle performance. By optimizing battery management systems, monitoring battery health in real time, and providing predictive maintenance, it not only extends battery life but also effectively reduces maintenance costs for owners and improves vehicle reliability.


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Huawei MatePad Pro 11 Battery Daily Usage Habits: A Complete Guide to Correct Usage

The Huawei MatePad Pro 11 features a large 8300mAh Huawei MatePad Pro 11 batterysupporting up to 66W SuperCharge. Proper daily usage habits can extend the battery’s lifespan. Here are six key usage guidelines: **Core Principle:** Avoid completely draining or overcharging the battery. Ideally, maintain a charge/discharge level between 20% and 80% to protect and extend battery life.

Real-world Testing:Some users have reported that the MatePad Pro 11’s 8300mAh battery provides approximately 7.5 hours of normal use (browsing Bilibili, playing light games), and up to 11.5 hours of video playback. Charging between 20% and 80% helps maintain good battery health over a long period. 

Check USB Port for Dryness:After connecting the charger, the device will automatically detect the USB port. If moisture is detected, Huawei MatePad Pro 11 batterycharging will automatically stop. Disconnect the device at this point and wait for the USB port to dry before charging.

Maintain ventilation and heat dissipation: Do not cover the device or charger while charging. It is recommended to remove the protective case to facilitate heat dissipation.

Avoid using the Huawei MatePad Pro 11 battery while charging: It is recommended to avoid using the device while charging, especially running high-load applications (games, video calls, etc.).

Disconnect promptly after full charge: When the device is fully charged or not charging, please disconnect the charger from the power outlet.

Daily usage habits:Huawei MatePad Pro 11 battery, saving power and maintaining it simultaneously

(I) Screen brightness management

The screen is a major power consumer of tablets; properly controlling brightness is crucial for battery life.

Correct practice: Keeping the screen brightness at an appropriate level can reduce power consumption and extend battery life. For daily use, it is recommended to enable automatic brightness adjustment, allowing the system to intelligently adjust according to ambient light.

Power-saving tips: In well-lit environments, there is no need to use the highest brightness; in low-light environments, appropriately reducing brightness can save power and protect your eyes.

(II) Background application management

Closing unnecessary background applications can significantly reduce power consumption.

To reduce power consumption on your Huawei MatePad Pro 11 battery, the correct approach is to close unnecessary or unused background applications. This reduces CPU and memory load, thus lowering power consumption.

Solution: Swipe up from the multitasking interface to close the application, or restrict background activity for specific applications in settings.

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The battery life monster is back: How did the Pixel 10a battery become the new benchmark for mid-range phones?

In 2026, as the competition in smartphone battery technology intensifies, Google quietly dropped a bombshell – the Pixel 10a. With a seemingly simple yet crucial upgrade that directly addresses user pain points, it quickly ignited discussions in the tech world: its 5100mAh Google Pixel 10a Smartphone Battery

Today, we’ll delve into the magic of the Pixel 10a’s “largest battery in the A-series history,” making it the hottest topic of battery life.

I. The Confidence Behind the Numbers: The 5100mAh “Physical Add-on”

On the balance between thinness and long battery life, Google firmly chose the latter this time. The Pixel 10a inherits the large 5100mAh battery from its predecessor, a remarkable feat in the compact A-series. What does this number mean?

Simply put, it provides users with the freedom of “seamless charging.” According to official Google data, a fully charged Google Pixel 10a Smartphone Battery

 can easily support over 30 hours of continuous use. This means that whether you’re a busy office worker commuting long hours or a young person who enjoys binge-watching shows all night, you can completely say goodbye to “battery anxiety.” Even more impressively, when “Extreme Power Saving Mode” is activated, this large battery can unleash up to 120 hours of standby time. For a mid-range phone, such battery life is enough to make many flagship models blush.

II. Say Goodbye to “Slow Charging Anxiety”: A Qualitative Leap in Charging Speed ​​Large batteries are often accompanied by concerns about slow charging, but the Pixel 10a delivers a beautiful response. Google has finally brought the long-awaited fast charging upgrade to the A series: wired charging power has jumped from 23W to 30W. With the official 45W charger, it only takes about 30 minutes to charge the Google Pixel 10a Smartphone Battery

to 50%. This means that if you wake up in the morning to find your phone dead, you can get enough power to last most of the day while you’re washing up and eating breakfast.

Wireless charging has also finally shed its “useless” label, upgrading from 7.5W to 10W. While it can’t compare to wired fast charging, this is undoubtedly a huge improvement in convenience for users who are used to simply placing their phones down to charge in the office. This comprehensive upgrade to the charging system truly makes the Pixel 10a “long-lasting and fast-charging.”

III. More Than Just Large: The Pixel 10a Smartphone Battery’s “Hardware and Software Integration”

A good battery not only needs large capacity but also needs to be “efficient.” The Google-developed Tensor G4 chip in the Pixel 10a performs exceptionally well in power consumption control. This chip works deeply with the Android 16 system, intelligently allocating background resources to ensure that every bit of power consumption is used effectively.

More importantly, Google has committed to seven years of system and security updates for the Pixel 10a. This means that the battery not only needs to perform excellently now but also needs to continue to provide stable power to the system for years to come. Through continuous software optimization, Google ensures that even after many years of use, the Pixel 10a smartphone’s battery health and Google Pixel 10a Smartphone Battery life remain manageable, undoubtedly the best guarantee for users’ long-term investment.


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Asus ZenBook S 13 Battery Health Maintenance Methods

I’ve reorganized the methods for protecting the ASUS ZenBook S 13 Laptop Battery as follows for your convenience:

Core Tool: Utilize MyASUS’s “Battery Health Charging”

This is ASUS’s core feature for battery protection, and it applies to the ZenBook S 13 as well. You can find “Battery Health Charging” in the “Device Settings” section of ASUS Manager MyASUS. Choose the appropriate mode based on your usage scenario. Optimal Maintenance Mode: Charge to 60% for long-term use with the power adapter connected (e.g., in the office, with an external monitor). Three Daily Maintenance Tips

Besides software settings, daily usage habits are also crucial:

Controlling the Optimal ASUS ZenBook S 13 Laptop Battery Range

Daily Use: If convenient, try to keep the battery between 20% and 80%. This is the most comfortable operating range for lithium batteries, effectively slowing down aging.

Long-Term Storage: If you plan to not use the computer for an extended period (e.g., more than two weeks), it is recommended to charge (or discharge) the battery to around 50%, then shut down and store it. The ambient temperature should ideally be between 5℃ and 35℃. And remember to top up the battery to 50% approximately every 3 months.

Perform regular battery calibration.

Calibrate the battery every one to two months to make the system’s displayed battery level more accurate:

Step 1: Fully charge theASUS ZenBook S 13 Laptop Battery to 100% and keep it plugged in for 1-2 hours.

Step 2: Unplug the power cord and use the computer normally until the battery is completely depleted and it shuts down automatically.

Step 3: After letting it sit for a few hours, fully charge the battery to 100% again.

Avoid “Two Highs”: High Temperature and Full Charge

Avoid High Temperature: High temperature is the “number one killer” of lithium batteries. Try to avoid using the computer in excessively high ambient temperatures, or running demanding games or software while charging, as the heat generated will accelerate battery wear.

Avoid Continuously Full Charge: If you always use the computer plugged in, remember to enable the “Optimal Maintenance Mode” or “Balance Maintenance Mode” mentioned earlier to prevent the ASUS ZenBook S 13 Laptop Battery from remaining at 100% full.

Do you primarily use the computer plugged in, or do you frequently take it out with you? Tell me your usage habits, and I can help you determine the most suitable charging mode.

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The Dell XPS 14 not only boasts a premium look, but also delivers exceptional battery life

The new XPS 14 features 900ED battery cells, achieving an industry-leading energy density. This means Dell has packed more energy into its Dell XPS 14 laptop batteries, extending the battery life of the Dell XPS 14.

Furthermore, the laptop incorporates other innovative technologies, such as a new implementation of screen VRR and the energy-efficient Panther Lake processor, all contributing to further enhanced battery life through power conservation.

Ultimately, the Dell XPS 14 offers up to 31 hours of Netflix streaming time, easily meeting the demands of a full day’s use, even for heavy workloads faced by creative professionals or gamers.

Of course,

the improved battery life of the Dell XPS 14 depends on other factors as well. This article will delve into the innovations in the XPS 14’s hardware components, including not only the battery itself and its groundbreaking technologies, but also how these innovations benefit different types of users, such as gamers or creative professionals.Dell XPS 14 Laptop BatteryWhat’s so special about it? How long does it last?

The XPS 14 is the first laptop to use 900ED battery cells. This innovative technology can extend battery life to up to 31 hours (based on Dell’s testing).

According to Dell’s testing, the XPS 14 LCD version (tested playing Netflix at 4K resolution and 250 nits brightness)Dell XPS 14 Laptop Batterycan last up to 31 hours. The OLED version can last up to 24 hours, enough for a full day’s use.
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ASUS UX21 Zenbook Appearance and Design

ASUS UX21 Zenbook Appearance and Design

ASUS has gone to great lengths to create an Ultrabook that is very different from Apple’s Macbook Air.

The ASUS UX21’s casing is made of hardened aluminum, which looks and feels both durable and stylish.

Why does my ASUS Zenbook battery drain so quickly?

For example, running computationally intensive programs such as graphics software, gaming software, and video playback will accelerate battery consumption, and even some applications may continue to run in the background, taking up resources and shortening ASUS UX21 Zenbook Laptop Battery

life.

Keyboard and Trackpad

As for the trackpad, it should be quite satisfactory because it is made of glass. It looks quite large and comfortable, comparable to the trackpad of Apple’s Macbook Air.

Screen, Hardware, and Performance

The 11.6-inch screen equipped with ASUS’s new laptop looks quite good, at least in theory, with a resolution of up to 1366×768 pixels, bright colors, and excellent overall picture quality. As for the hardware, the UX21 is expected to be powered by a range of low-voltage second-generation Intel Core i3, i5, and i7 processors, similar to other upcoming Ultrabooks. It will also come with 4GB of RAM and will be available with a choice of 256GB or 128GB SSDs.ASUS UX21 Zenbook Laptop Battery Connectivity, and MoreThe ASUS UX21 will be equipped with a 6-cell battery and is expected to last up to 7 hours on a single charge. At least that’s what the Taiwanese manufacturer claims, because we’ve tried it many times before and it’s true.ASUS UX21 Zenbook Laptop Battery

Battery life should be around 6 hours. While it’s hard to say anything about a laptop that you haven’t tested and fully reviewed, what we can say right now is that the ASUS UX21 has a bright future and is expected to be a bestseller (emphasis on “maybe”).

The 11.6-inch ASUS Zenbook UX21 has an original and beautiful design, a solid and elegant build, decent performance, and only a few minor flaws. Therefore, it needs a suitable price to be popular and successful.

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How to check the health status of a Samsung Galaxy A9 battery

The Samsung Galaxy A9 does not have an official function that directly displays the “Battery Health Percentage”. You cannot directly see a “Maximum Capacity” value similar to that on iPhones in the system settings. Checking the Samsung Galaxy A9 Phone Battery status of a Samsung Galaxy A9 phone primarily involves using official diagnostic tools to determine its overall condition, or viewing real-time parameters through engineering code.

Please note: Search results do not indicate that the Samsung Galaxy A9 (any model) supports directly displaying the specific percentage of remaining battery capacity. The following are feasible methods for your phone:

Method 1: Official Recommendation – Diagnostic via Samsung Members (Safest)

This is the only officially recognized software check method by Samsung, requiring no code or special permissions.

Install the app: Open Samsung Members on your phone (if you don’t have this app, please download it from the Samsung App Store).

Access Diagnostics: Tap the “Support” tab at the bottom → Select “Phone Diagnostics” (some versions may show “Repair” or “Test”) → Tap “Samsung Galaxy A9 Phone Battery Status”.

Result Interpretation:

This function does not display a specific percentage, but rather provides a comprehensive judgment of “Normal”, “Good”, or “Needs Check”.

If an anomaly is detected, the system will guide you to back up your data and go to a service center.

Suitable for: Users who don’t want to touch the codes and only need to know “whether the battery needs replacing”.

Method Two: Engineering Code – Viewing Real-Time Battery Parameters on Samsung Galaxy A9 Phones (Risk of Being Misleading)

This is a common hidden menu on older Samsung models (including early Galaxy A9s). It shows voltage and temperature, but not the remaining capacity percentage.

Operation: Open the dial pad and enter *#0228#.

Display: You will see real-time dynamic information such as current voltage, temperature, and battery status.

The Truth About “Samsung Galaxy A9 Phone Battery Calibration”

The *#0228# + Quick Start operation mentioned in forums can only calibrate the battery display and cannot restore lost battery capacity. If you feel the battery percentage fluctuates significantly, you can try this operation; if you simply feel “short battery life,” this operation is completely ineffective, and repeatedly performing it may actually increase the battery cycles of your Samsung Galaxy A9 phone.

Final Conclusion and Action Plan

If you simply want to confirm whether your Samsung Galaxy A9 battery needs replacing: Use Samsung Members diagnostics. If it’s “normal,” continue using it; if it’s “needs inspection,” go to a service center.

If you’re a tech enthusiast and want to see the data: You can use *#0228# to check the voltage and temperature, but do not believe the online rumor that “below 4.2V is unhealthy.”

If you feel the Samsung Galaxy A9 Phone Batterylife is significantly reduced: There is no software that can display “80% health.” Third-party apps (such as AccuBattery) estimate the capacity based on the Samsung Galaxy A9 battery’s charge/discharge cycles; this is for reference only and has a large margin of error, and cannot be used as a basis for replacement. The most accurate method is still to go to a Samsung service center for professional testing.

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How can I check the battery status of my Pixel 4a?

Checking the “Google Pixel 4a Smartphone Battery Status” isn’t straightforward for your Pixel 4a, requiring an understanding of a key point: Google has permanently removed the built-in battery health indicator from the Pixel 4a, and a January 2025 update will artificially limit the battery capacity of some devices.

Here are three different methods for checking battery status, listed from most important to least important.

1. The Only Way to Determine if Battery Capacity is Artificially Limited (Highly Recommended)

This method doesn’t check the “health status,” but rather whether Google has intentionally reduced your battery capacity.

Official IMEI Lookup: Visit theGoogle Pixel 4a Smartphone Battery

Performance Plan page and enter your IMEI. This will tell you if your device is among the “Affected Devices.”

Importance: If your device is affected, regardless of its physical health, your battery capacity will be permanently reduced due to software reasons. Even a brand new replacement battery will have its capacity limited.

2. Removed “Battery Health” Feature (Unavailable)

In 2022, Android 13 QPR1 Beta introduced the “Battery Health” feature for the Pixel 4a, displaying an estimated capacity percentage (Settings > Google Pixel 4a Battery > Google Pixel 4a Smartphone Battery Health).

Actual situation: This feature was never officially released on the Pixel 4a. Google has removed the official system image. You cannot view the battery health percentage on the standard, latest version of the Pixel 4a.

3. General Troubleshooting (No Status Check)

Results from checking “Google Pixel 4a Battery Usage” (Settings > Battery > Battery Usage) or toggling the battery percentage only indicate battery consumption, not battery status or performance degradation. These results do not show the remaining battery capacity.

Note for Pixel 4a users:

Do not look for the “Maximum Capacity” percentage. This feature does not exist on your phone.

Please check if your device is among the “Affected Devices”. This will determine whether your recent short battery life is due to permanent damage or a software-imposed limitation.

If your device is affected, your only option is: a free Google Pixel 4a Smartphone Battery replacement (in select countries).

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Designed for seamless compatibility, the Google G025E-B Battery is the perfect power source for your Google Pixel 4a (5G). With a robust 3800mAh capacity, it ensures long-lasting performance for daily use. Each G025E-B battery comes with a full 12-month warranty—offering peace of mind and a free replacement guarantee in case of any defects. Trust in a power solution that combines high capacity, broad compatibility, and dependable support—so you can focus on what matters most.

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Fujifilm XQ1 Camera Battery Review

Fujifilm XQ1 This is a compact camera with a 12MP X-Trans CMOS II sensor, f/1.8 4x optical zoom lens, and built-in Wi-Fi.

The Advanced Mode includes four options, namely 360-degree Moving Panorama, Multiple Exposure, Pro Low Light, and Pro Focus. For enhanced creativity, the Advanced Filter Mode includes Toy Camera, Miniature, and Pop Color. The XQ1 also features a variety of film simulation effects, including Provia/Standard, Velvia/Vivid, Astia/Soft, Sepia, and Monochrome (+Ye/R/G filter).
RAW data converter, view and edit photos without a computer. You can adjust exposure compensation, white balance, and other in-camera quality control settings, as well as film simulation.
Video records 1080p HD at 60 fps, and you can also use film simulation modes.
According to CIPA testing results, the FUJIFILM XQ1 camera battery
lasts 240 shots, which means you may not be able to shoot all day, especially if you use Wi-Fi frequently. We took multiple photos to test the camera’s responsiveness, from power on to the first photo, frame by frame, focus speed, and more. We took multiple photos and averaged them to ensure that the test results are accurate and consistent for comparison with other cameras.
How much do you know about how to extend the battery life of the FUJIFILM XQ1 camera?
Here are some ways to extend the battery life:
1). Charge or replace the FUJIFILM XQ1 camera batterywhen it is low.
2). Use Fuji NP-48 lithium-ion batteries to last longer than non-lithium-ion batteries.
3). After the battery is fully charged, please unplug the charger to avoid leaving the battery in a high power state for a long time or in a high power state for a long time, which will accelerate battery aging.4). Avoid charging in extreme environments.5). When idle, please store the FUJIFILM XQ1 camera battery in a dry and cool environment. 6). Please charge the battery in time to avoid deep discharge.7). Perform full cycle charging regularly and keep the power level at around 20%-80%.

1010mAh NP-48 Battery Replacement For Fujifilm XQ1 XQ2

Designed for seamless compatibility, the Fujifilm NP-48 Battery is the perfect power source for your Fujifilm XQ1 XQ2. With a robust 1010mAh capacity, it ensures long-lasting performance for daily use. Each NP-48 battery comes with a full 12-month warranty—offering peace of mind and a free replacement guarantee in case of any defects. Trust in a power solution that combines high capacity, broad compatibility, and dependable support—so you can focus on what matters most.

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Samsung Galaxy Book 4 Pro 360 review

The Samsung Galaxy Book 4 Pro 360 is a thin, beautiful laptop that delivers performance and power efficiency. While it doesn’t play games very well and the power cord is a bit short, those willing to put up with those shortcomings will get an AMOLED-equipped 2-in-1 ultraportable laptop that can easily carry all day for work or school. I know this because I’ve reviewed multiple versions of this 16-inch 2-in-1 laptop over the years, and while I’ve always appreciated the Galaxy Book Pro 360’s ultraportable design and gorgeous AMOLED screen, I’ve been disappointed with the Galaxy Book Pro 360’s batterylife of recent versions.

Not so with the Samsung Galaxy Book 4 Pro 360. This is a proud return of one of Samsung’s best 2-in-1 laptops, and I think it delivers a perfect blend of performance, portability, and power efficiency that deserves our Editors’ Choice award.

The Galaxy Book Pro 360 series of 2-in-1s has always been at the top of Samsung’s laptops, and the latest version is better than ever thanks to the Galaxy Book Pro 360’s significantly improved battery life. Our Samsung Galaxy Book 4 Pro 360 review unit lasted for more than 12 hours in our Tom’s Guide

Samsung Galaxy Book 4 Pro 360 Battery

Test, which measures how long a laptop can continuously browse the web over Wi-Fi at low brightness settings.

Admittedly, 12 hours of Samsung Galaxy batterylife is lower than you’d expect from the best MacBooks, but it’s pretty good for a Windows laptop that doesn’t have Qualcomm’s new power-saving Snapdragon X chip on board.

Battery Life Test Results

It’s also much better than its predecessor, the Galaxy Book 3 Pro 360, which only lasted around 8 hours in the same Galaxy Book Pro 360 Battery

Test. That’s a bit frustrating, because the Galaxy Book Pro 360’s slim profile and focus on productivity make it ideal for a full day of work on the go, but on the older model you had to carry a charger with you if you thought you’d be out for more than 4-6 hours.

Not so with the new Samsung Galaxy Book 4 Pro 360. This laptop will easily get you through an eight-hour workday or a full day of classes, so you can leave the charger at home. Samsung GALAXY BOOK 4 PRO 360 Review: Conclusion

I really like this laptop, and I hope this Samsung Galaxy Book 4 Pro 360 review will show you why.

There aren’t many thin and light 16-inch Windows laptops with AMOLED touchscreens on the market for less than $2,000, so the Galaxy Book 4 Pro 360 not only achieves that goal, but also provides good Galaxy Book 4 Pro 360 battery life (12 hours as tested) and fast performance, which is a big deal. Samsung throws in a free stylus to go with this beautiful AMOLED touchscreen, which is simply the icing on the cake.

Sure, it was a little frustrating to have to consider the length of the power cord when I needed to charge on the go, but with such great Galaxy Book 4 Pro 360 battery  life, I rarely needed to bring a charger. While I couldn’t play my favorite games on this laptop, it’s not designed to compete with the best gaming laptops.

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