Generating fan control signals for computing device

A computing device is provided that includes one or more processing devices, one or more temperature sensors, a fan, and a fan tachometer. One or more processing devices may be configured to execute an application. When executing the application, the one or more processing devices may be further configured to collect performance data, including temperature data received from the one or more temperature sensors and fan speed data received from the fan tachometer. The one or more processing devices may also be configured to generate the fan control signal at least in part by applying the machine learning model to the performance data. The one or more processing devices may be further configured to control the fan according to the fan control signal. 提供了一种计算设备，包括一个或多个处理设备、一个或多个温度传感器、风扇和风扇转速计。一个或多个处理设备可以被配置成执行应用程序。当执行应用程序时，一个或多个处理设备可以进一步被配置为收集性能数据，包括从一个或多个温度传感器接收的温度数据和从风扇转速计接收的风扇速度数据。一个或多个处理设备还可以被配置成至少部分地通过将机器学习模型应用于性能数据来生成风扇控制信号。一个或多个处理设备可以进一步被配置成根据风扇控制信号来控制风扇。