Emir BardakçıXiaomi has made notable advancements in the realm of smart appliances, with its drum washing machine technology recently recognized as “internationally leading” by the China Light Industry Federation. This designation underscores Xiaomi’s growing reputation not only in consumer electronics but also in household appliance innovation. The company’s newly developed dehydration vibration control system marks a significant step forward in addressing persistent operational challenges in traditional drum washers, such as excessive vibration, noise, and inefficiency. Already implemented across Xiaomi’s washing machine product line, this technology benefits more than 2 million users annually, reflecting its practical adoption and effectiveness.
Technological Innovation in Vibration Control
Central to Xiaomi’s achievement is its application of artificial intelligence to manage drum vibration during dehydration cycles—a longstanding issue in washing machine engineering. Traditional machines often exhibit high noise levels and insufficient moisture removal, primarily due to limitations in sensor capability and rudimentary control algorithms.
Triple-Sensor Intelligent 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 frequency-domain filtering, allowing it to dynamically adjust to varying operational states and fabric types. The result is precise calculation of vibration displacement and accurate detection of load eccentricity, enhancing both performance and reliability.
Neural Network-Based Prediction
At the core of the system is a hybrid CNN-LSTM neural network model, which predicts potential drum collisions using real-time dehydration data. This predictive capability is further supported by safety interception algorithms and multi-dimensional signal fusion, enabling the machine to manage resonance zones effectively and improve dehydration success rates.
Performance Outcomes
Empirical data indicate that Xiaomi’s washing machine technology yields substantial improvements: a 23% reduction in residual moisture content, more than 3dBA reduction in operational noise during dehydration, and a 20% decrease in energy consumption for wash-dry cycles. These advancements position Xiaomi’s appliances as both efficient and user-friendly, with tangible benefits for daily use.
For users seeking to optimize their experience, Xiaomi recommends regular updates via official channels such as HyperOSUpdates.com or through applications like MemeOS Enhancer, available on the Play Store.
Source: ITHome
