The invention relates to the field of milling, in particular to a modeling method and
system for a morphology model of a milling surface, and the method comprises the steps of data collection, data preprocessing,
feature extraction, model construction and model
verification and optimization. According to the modeling method and
system, various actual factors in milling are fully considered, including tool abrasion,
cutting force vibration, workpiece material non-uniformity and the like, the fitting degree of the model and the actual milling surface appearance is improved, and the microscopic geometrical characteristics of the
machining surface can be reflected more accurately; a
machine learning
algorithm is adopted to construct a model, so that a complex milling process parameter combination relationship can be flexibly processed, the applicability and accuracy of the model under different milling process parameters are improved, and accurate evaluation of part performance and optimization of a
machining process are facilitated; the
system is complete in structure, all the modules are clear in division of labor, and the construction,
verification and optimization process of the morphology model of the milling surface can be efficiently achieved.