Patent ID: 11906939
Assignee: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. The lubricating oil volume adjustment method according to claim 7, wherein the machine learning model comprises an input layer, a hidden layer, and an output layer, and the lubricating oil volume adjustment method further comprises:
acquiring the lubricating oil volume used by the machine during operation;
inputting the current information and the lubricating oil volume into the input layer according to a time series,
treating present output of the input layer and previous output of the hidden layer as input of the hidden layer, calculating present output by using an activation function through a plurality of neurons of the hidden layer and converting the output of the hidden layer into a predicted temperature value through the output layer;
comparing the predicted temperature value to a temperature value measured at present and updating weights of the neurons of the hidden layer according to a comparison result; and
repeating the steps to train the machine learning model.