Abstract: An apparatus for predicting performance of a wheel in a vehicle: includes a learning device that generates a latent space for a plurality of two-dimensional (2D) wheel images based on a convolutional autoencoder (CAE), extracts a predetermined number of the plurality of 2D wheel images from the latent space, and learns a dataset having the plurality of 2D wheel images and performance values corresponding to the plurality of 2D wheel images; and a controller that predicts performance for the plurality of 2D wheel images based on a performance prediction model obtained by the learning device.

Abstract: An electrodeless lighting apparatus using microwave and a method for controlling its power can lengthen lifetimes of the magnetron by constantly maintaining power applied to a magnetron of the electrodeless lighting apparatus using microwave. Therefore, when inputted AC voltage is changed, and thus oscillation current applied to a filament of the magnetron is changed, a rate of variability of voltage of the inputted AC power is compensated so that voltage and current applied to the magnetron is constantly maintained.

Abstract: An electrodeless lighting apparatus using microwave and a method for controlling its power can lengthen lifetimes of the magnetron by constantly maintaining power applied to a magnetron of the electrodeless lighting apparatus using microwave. Therefore, when inputted AC voltage is changed, and thus oscillation current applied to a filament of the magnetron is changed, a rate of variability of voltage of the inputted AC power is compensated so that voltage and current applied to the magnetron is constantly maintained.

Abstract: A power supply apparatus of a lighting system using microwave includes: a high voltage transformer for transforming a general AC power to an AC power of high voltage and outputting the high voltage AC power; and a voltage doubler unit for transforming the high voltage AC power into a high voltage DC power, increasing the frequency of the current of the DC power, and outputting the DC power having the increased frequency. Since the frequency of the power applied to the magnetron is increased to remove the flicker phenomenon, a stable light can be radiated to an external space.

Abstract: An apparatus and method for intercepting leakage of microwave includes an electrodeless bulb for generating light by microwave generated from a magnetron, a sensing unit installed outside the resonator for intercepting the microwave, for passing light generated in the electrodeless bulb and outputting a corresponding sensing signal by sensing at real time whether the microwave is leaked and a control unit for turning on or off a power supplied to the magnetron by the sensing signal, thus to prevent a fire by leakage of the microwave and secure safety of a user by intercepting the microwave leaked by damage of the resonator of the lighting apparatus using the microwave.

Abstract: A power supply apparatus of a fighting system using microwave includes: a high voltage transformer for transforming a general AC power to an AC power of high voltage and outputting the high voltage AC power; and a voltage doubler unit for transforming the high voltage AC power into a high voltage DC power, increasing the frequency of the current of the DC power, and outputting the DC power having the increased frequency. Since the frequency of the power applied to the magnetron is increased to remove the flicker phenomenon, a stable light can be radiated to an external space.

Abstract: An apparatus and method for intercepting leakage of microwave includes an electrodeless bulb for generating light by microwave generated from a magnetron, a sensing unit installed outside the resonator for intercepting the microwave, for passing light generated in the electrodeless bulb and outputting a corresponding sensing signal by sensing at real time whether the microwave is leaked and a control unit for turning on or off a power supplied to the magnetron by the sensing signal, thus to prevent a fire by leakage of the microwave and secure safety of a user by intercepting the microwave leaked by damage of the resonator of the lighting apparatus using the microwave.