The invention is suitable for the technical field of load identification, and relates to an
electric bicycle home-entry charging identification method, a medium and a terminal, and the method comprises the steps: S10, carrying out the real-
time data collection of a
voltage u (t) and a current i (t) of a wire inlet of a main
ammeter, and calculating the
time sequence of an active power P and a reactive power Q; s20, through an inverted Z-shaped window sliding event detection method, the maximum active
power difference value of the left window and the right window is calculated through the sliding window, whether the difference value exceeds a set threshold value or not is judged, and therefore the starting event of the
electric equipment is determined; s30, identifying a maximum active
power difference value, a maximum reactive
power difference value and a ratio of the maximum active power difference value to the maximum reactive power difference value by adopting a characteristic increment threshold value, and if the three values meet conditions at the same time, executing the step S40; and S40, analyzing the output data by using a one-dimensional
convolutional neural network model, and identifying a charging starting event of the
electric bicycle. According to the invention, the
electric bicycle battery charging identification accuracy is improved, and the
false alarm rate and the missing report rate are reduced.