Tencent Cloud AI Predictive Maintenance System Implemented in Thailand Data Center

Technical details:

Deploy 12850 high-precision sensors (including 0.01 ℃ temperature control probes and 3D vibration sensors)

Using federated learning technology, we trained an LSTM model with a fault prediction accuracy of 92.7% while protecting customer data privacy

Actual effect: By 2024, 1247 GPU memory failures will be prevented, reducing cooling system energy consumption by 19%

Economic value:

Annual operation and maintenance costs of a single data center have decreased by 28 million yuan

Awarded the benchmark case of "Lighthouse Factory" by the Ministry of Industry and Information Technology (certificate number: MIIT-2024-0382)