Abstract: A mechanism is provided for automatically detecting, diagnosing, transporting, and repairing devices having failed during burn-in testing. Embodiments provide a system that monitors devices undergoing burn-in testing and detecting when a device or a component within a device fails the burn-in test. Embodiments can then alert burn-in-rack monitor personnel of the device failure. Embodiments can concurrently determine the nature of the failure applying a machine learning-based prediction model against log files associated with the failed device. The diagnosis along with a recommended repair strategy can be provided to the repair center as an aid in accelerating the repair process. In addition, the diagnosis can be used to order parts for the repair from a parts depot. In this manner, embodiments can reduce the time for detection, diagnosis, and repair of the failed device.

Abstract: A mechanism is provided for automatically detecting, diagnosing, transporting, and repairing devices having failed during burn-in testing. Embodiments provide a system that monitors devices undergoing burn-in testing and detecting when a device or a component within a device fails the burn-in test. Embodiments can then alert burn-in-rack monitor personnel of the device failure. Embodiments can concurrently determine the nature of the failure applying a machine learning-based prediction model against log files associated with the failed device. The diagnosis along with a recommended repair strategy can be provided to the repair center as an aid in accelerating the repair process. In addition, the diagnosis can be used to order parts for the repair from a parts depot. In this manner, embodiments can reduce the time for detection, diagnosis, and repair of the failed device.

Abstract: A system, apparatus and method for controlling an internal pressure of an inflatable pad are disclosed. The apparatus includes a control valve, a sensor, a driving device and a controller. The control valve is switched between statuses to selectively perform inflation and deflation of the inflatable pad. The sensor measures the internal pressure of the inflatable pad. The driving device is coupled to the control valve to blow air into the inflatable pad. The controller is coupled to the control valve for controlling the internal pressure at a predetermined pressure. Responsive to the present of a user, the controller deflates the inflatable pad within a deflation period and records the internal pressure during the deflation period. A characteristic curve is obtained representing the variation of the internal pressure corresponding to the user and an appropriate pressure is determined based on the characteristic curve.