Prediction method, system and equipment for mechanical drilling speed time sequence characteristics based on Transform model and medium

The invention discloses a mechanical drilling speed time sequence characteristic prediction method, system and equipment based on a Transform model and a medium. The method comprises the steps that an oil well block is selected at will, data of multiple oil wells are collected in the oil well block, the data are divided, and a data set in a three-dimensional matrix form is obtained; re-sampling abnormal values in the obtained data set, and normalizing the re-sampled data to obtain a pre-processed data set; the method comprises the following steps of: constructing a Transform model; dividing the obtained preprocessed data set into a training set and a test set, inputting the training set into the constructed Transform model to obtain a trained Transform model, and inputting the test set into the trained Transform model to obtain a prediction result of the mechanical drilling speed time sequence characteristics; the invention relates to a system, equipment and a medium, which are used for realizing a mechanical