Edge calculation method based on artificial intelligence

The invention provides an edge computing method based on artificial intelligence. The method is realized based on a plurality of fog computing processing devices which comprise a plurality of remote terminal units, a plurality of edge computing terminals and are connected to the plurality of edge computing terminals through a local area network. The method comprises the steps of receiving data sets collected by a plurality of remote terminal units, grouping the data sets, sending the grouped data sets to fog computing processing equipment for processing, starting an edge computing terminal based on return data of fog computing, adjusting the size of a grouping window based on feedback data of the edge computing terminal and the like. According to the method, fog calculation and edge calculation are combined for the first time, and the edge calculation terminal is started based on a fog calculation result, so that the size of the grouping window is adjusted based on a calculation result of the edge calculation