A method and apparatus for electrical line testing. The method and apparatus provides audio, visual and/or electronic information to indicate electricity is flowing or not flowing through an electrical circuit controlled by a remote circuit breaker. The method and system help identify which electrical sockets are controlled by which remote circuit breakers. The method and apparatus is used over short distances in a residential home or over long distances in a commercial building such as a warehouse or factory. The method and apparatus is also used via a cloud communications network and with smart speakers. The method and apparatus is used with or without an external network devices such as a smartphone, electronic tablet, wearable device, etc.

A method for determining the service life of a switching device, comprising the steps of: a) providing a neural network having at least two input variables and an output variable; b) determining at least a current variable, which represents a current flowing through the switching device, and a switching device state variable, which represents a sticking or jammed or fused switching device; c) inputting at least the current variable and the switching device state variable as input variables into the neural network; d) determining a remaining service life of the switching device by means of the neural network.

A method for training a neural network for determining the service life of a switching device, a corresponding device for determining the service life, a corresponding computer program, and a machine-readable storage medium with the computer program.

A keyboard with wire aging self-adaption, a self-adaption method for keyboard, an electronic computing device readable medium with a stored program, and an electronic computing device program product are provided. In the keyboard, a processor feeds a scanning signal to each scanning line in turn during a scanning round. In response to the conduction state of one of switching elements, the processor detects a return signal on the corresponding return line and selects one or more scanning lines as a testing line. During a first duration in which the testing line maintains the scanning signal, according to the time difference between the starting points of the first duration and the return signal and the response time parameter corresponding to the testing line that is stored in the memory, the processor determines whether to update the response time parameter corresponding to the testing line that is stored in the memory.

Communication enabled circuit breakers are described. Methods associated with such communication enabled circuit breakers are also described. The communication enabled circuit breakers may include one or more current sensors. The one or more current sensors may be disposed in a clip. The clip may be coupled to a line side phase connection, and the clip may be shielded to attenuate signals.

A gate driver to control a high-power switching device is disclosed. The gate driver includes a multifunction pin that allows the gate driver to be controlled by a multifunction signal to perform a number of different functions. For example, a level of the multifunction signal at the multifunction pin can enable/disable the output of the gate driver. In another example, a level of the multifunction signal that is held for a period while the gate driver is in a fault state can reset the state of the gate driver. In another example, pulsing the multifunction signal a number of times can activate a test of the fault detection capabilities of the gate driver. Utilizing one pin for this control, simplifies circuit complexity for communication between a controller and the gate driver, thereby reducing cost and increasing reliability.

A pyro igniter circuit and a method for testing the same is provided. The pyro igniter circuit includes a supervisory circuit configured to: transmit a test signal having a pulse duration time below an igniter activation pulse time of a pyro igniter disconnect element and/or an ignition control signal, in response to the transmitted test signal, has an amplitude below an igniter activation amplitude of the pyro igniter disconnect element; and receive a diagnostic response signal in response to the transmitted test signal.

A circuit interrupter including a line conductor, a printed-circuit board, and a test circuit. The printed-circuit board coil is embedded on a printed circuit board. The printed circuit board includes a slot through the printed-circuit board coil, wherein the line conductor is received by the printed-circuit board coil. The test circuit is electrically connected to the printed-circuit board coil. The test circuit is configured to determine a condition of the line conductor based on a signal of the printed-circuit board coil.

A defect detector can receives voltage data characterizing a three-phase voltage for each of a plurality of feeder lines. The defect detector generates an alert indicating that a potential defect exists at a switch upstream of the plurality of feeder lines in response to the voltage data indicating (i) a drop in two or more phases of voltage at a given feeder line of the plurality of feeder lines occurred within a predetermined amount of time of toggling of the switch or (ii) a drop in two or more phases of voltage on at least two or more feeder lines of the plurality of feeder lines has occurred.

An interactive test equipment for quality evaluation of resistance value test for electric leakage is disposed on a platform, and includes at least a control unit, a leaking electric current control module and an operating module. The leaking electric current control module includes at least a test set for quality evaluation to determine a resistance value for electric leakage. Each of the at least a test set has a circuit breaker and an electric leakage value display. The electric leakage value display of the each of the at least a test set can be used to display tripping circuit-breaking data of a corresponding circuit breaker. Test subjects can initiate the interactive test equipment and select answers through the operating module, and load questions and determine answers through the control unit.

Systems, methods, computer-readable media, techniques, and methodologies are disclosed for performing fault detection and prediction for power electronics and switching devices for power electronics. Systems and methods can determine, using a machine learning model, a prediction for a value of a first switching parameter of a switching device, the prediction based on the present value of a second switching parameter of a switching device and a prior value of the first switching parameter. Systems and methods disclosed herein can further determine a residual comprising the difference between the prediction and an actual value of the switching parameter, generate a test statistic based on the residual, and compare the test statistic to a first threshold value. Systems and methods disclosed herein can determine the presence of a fault in the switching device based on a comparison of the test statistic to a threshold value.