Emir BardakçıXiaomi has made remarkable progress in the field of smart home appliances, and its drum washing machine technology was recently recognized as an «international leader» by the China Federation of Light Industry. This designation underscores Xiaomi’s growing reputation not only in consumer electronics but also in home appliance innovation. The company’s newly developed Dehydration Vibration Control System marks a significant step forward in addressing persistent operational challenges in traditional drum washing machines, such as excessive vibration, noise, and inefficiency. Already deployed across Xiaomi’s entire washing machine product line, this technology benefits more than 2 million users annually, reflecting its practical adoption and effectiveness.
Technological innovation in vibration control
A central aspect of Xiaomi’s achievement is the application of artificial intelligence to manage drum vibration during dehydration cycles, a long-standing problem in washing machine engineering. Traditional machines typically suffer from high noise levels and insufficient moisture removal, primarily due to limited sensor capacity and rudimentary control algorithms.
Intelligent triple sensor system
Xiaomi’s solution integrates advanced 3G acceleration sensors with machine learning algorithms to form a sophisticated intelligent perception system. This system applies multi-objective optimization and adaptive filtering in the frequency domain, allowing it to dynamically adjust to different operating states and tissue types. The result is accurate vibration displacement calculation and accurate detection of load eccentricity, improving both performance and reliability.
Prediction based on neural networks
The core of the system is a hybrid CNN-LSTM neural network model, which predicts potential drum collisions using real-time dewatering data. This prediction capability is further supported by safety interception and multidimensional signal fusion algorithms, allowing the machine to efficiently manage resonance zones and improve dewatering success rates.
Performance results
Empirical data indicates that Xiaomi’s washing machine technology produces substantial improvements: a 23% reduction in residual moisture content, a reduction of more than 3 dBA in operating noise during dehydration, and a 20% decrease in energy consumption for wash and dry cycles. These advancements position Xiaomi appliances as efficient and easy to use, with tangible benefits for everyday use.
For users who want to optimize their experience, Xiaomi recommends regular updates through official channels such as HyperOSUpdates.com or through apps like MemeOS Enhancer, available on the Play Store.
Source: ITHome
