Abstract: Aspects of the invention include detecting an error alert from a target computer system. In response to detecting the error alert, performance data is then retrieved from the target computer system. A gated recurrent unit (GRU) neural network is used to generate a prediction of a root cause of the error alert based on the performance data. The weights of a reset gate of the GRU neural network are adjusted based on received feedback of the prediction.

Abstract: Methods and apparatus are disclosed to automatically generate a software test script from video and/or user input. Example methods disclosed herein include generating a first set of images from a video comprising recorded testing of software. The example method also includes processing the first set of images to remove unnecessary images. The example method also includes comparing each image to one or more adjacent images to identify one or more user actions performed in each image. The example method also includes translating each identified user action and/or user input into one or more test script parameters to generate an automated test script to execute on the software.

Abstract: Aspects of the invention include detecting an error alert from a target computer system. In response to detecting the error alert, performance data is then retrieved from the target computer system. A gated recurrent unit (GRU) neural network is used to generate a prediction of a root cause of the error alert based on the performance data. The weights of a reset gate of the GRU neural network are adjusted based on received feedback of the prediction.

Abstract: The disclosure discloses a control panel and an outdoor device with the control panel, which can discharge accumulated water in the control panel to prevent water accumulation. A control panel for preventing water accumulation includes a display sheet which is transparent or translucent and used for covering and protecting a circuit board and/or component, an interface label having functional areas allowing a user to observe or operate the circuit board and/or component, and an adhesive layer connected between areas of the display sheet and the interface label except for the functional areas so as to adhere the display sheet and the interface label together. Cavities are formed between the functional areas of the interface label and corresponding locations of the display sheet so as to form a display window and/or key windows. The water guiding grooves are provided in the adhesive layer for communicating the cavities with the outside so as to discharge the accumulated water.

Abstract: The disclosure discloses a control panel and an outdoor device with the control panel, which can discharge accumulated water in the control panel to prevent water accumulation. A control panel for preventing water accumulation includes a display sheet which is transparent or translucent and used for covering and protecting a circuit board and/or component, an interface label having functional areas allowing a user to observe or operate the circuit board and/or component, and an adhesive layer connected between areas of the display sheet and the interface label except for the functional areas so as to adhere the display sheet and the interface label together. Cavities are formed between the functional areas of the interface label and corresponding locations of the display sheet so as to form a display window and/or key windows. The water guiding grooves are provided in the adhesive layer for communicating the cavities with the outside so as to discharge the accumulated water.

Abstract: The present invention discloses a switching power converter with low common mode noise. The switching power converter comprises at least a switch with at least a terminal wherein said switch turning on and off alternatively which generates a plurality of noise voltages, and the noise voltage having a jump point and a static point wherein the jump point is one of said inductive component terminals, the capacitive component terminals and the second and third terminal of the switch; and an additional impedance connected between the static point and the jump point of different noise voltage to neutralize common noise current. In addition, another switching power converter having primary side and secondary side can be used to reduce the common mode noise by adding some additional impedance between the static points and jump points of the primary side and secondary side.

Abstract: The present invention discloses a power converter with low common mode noise. The power converter having a primary side and a secondary side, comprises a transformer having a primary winding and a secondary winding, and at least one electrostatic shield disposed between the primary winding and the secondary winding, wherein the electrostatic shield is configured with partial first region of the primary winding and partial second region of the secondary winding such that the electrostatic shield partially shields with the primary winding and the secondary winding to reach the purpose of suppressing the common mode noise. In addition, another method can be used to reduce the common mode noise of a power converter having primary side and secondary side, which is adding some additional impedance between the static points and jump points of the primary side and secondary side.

Abstract: The present invention discloses a switching power converter with low common mode noise. The switching power converter comprises at least a switch with at least a terminal wherein said switch turning on and off alternatively which generates a plurality of noise voltages, and the noise voltage having a jump point and a static point wherein the jump point is one of said inductive component terminals, the capacitive component terminals and the second and third terminal of the switch; and an additional impedance connected between the static point and the jump point of different noise voltage to neutralize common noise current. In addition, another switching power converter having primary side and secondary side can be used to reduce the common mode noise by adding some additional impedance between the static points and jump points of the primary side and secondary side.

Abstract: An antenna for the mobile electronic device. The antenna includes a first L-shaped element connecting to a second L-shaped element. Both elements are used for sending and receiving signals in a frequency band. Besides, an antenna set includes a first antenna unit and a second antenna unit, which are configured to optimize the superposition of both radiations as isotropic.

Abstract: An antenna for the mobile electronic device. The antenna includes a first L-shaped element connecting to a second L-shaped element. Both elements are used for sending and receiving signals in a frequency band. Besides, an antenna set includes a first antenna unit and a second antenna unit, which are configured to optimize the superposition of both radiations as isotropic.