Abstract: The present application relates to a method for treating myopia with vipocetine, which can effectively prevent myopia and/or control the progression of myopia while being safe and free of obvious side effects, having good prospects for clinical application.

Abstract: A fault detection system of eccentricity severity of an induction machine including a rotor and stator is provided. The fault detection system includes a sensor interface configured to acquire sensor signals from sensors arranged at predetermined positions of the induction machine, wherein the sensor signals are indicative of an eccentricity level of a rotor of the induction machine, a memory coupled with a processor. The memory stores training data sets and instructions implementing a learning-based fault detection method for the induction machine.

Abstract: A method for determining a control architecture for a network of protective relays of a power distribution system. The method includes receiving data specifying a topology of a plurality of relays in the network of protective relays. The method includes sequentially modelling each relay in the network of protective relays using a reinforcement learning algorithm, including modelling each relay as an agent configured to detect one or more local conditions on the power distribution system and configured to trip based on the one or more local conditions. The method includes determining, based on the sequential modelling, one or more control parameters for each relay in the network of protective relays.