Application of CBR method for adding the process of cutting tools and parameters selection

Modern Technologies in Industrial Engineering 2015

Ociepka, P.^1 ; Herbus, K.^1

Silesian University of Technology, Faculty of Mechanical Engineering, Institute of Engineering Processes Automation and Integrated Manufacturing Systems, ul. Konarskiego 18a, Gliwice

44-100, Poland^1

关键词: CBR (case based reasoning);    Cutting parameters;    Designing process;    Engineering knowledge;    Formalized description;    Parameters selection;    Turning operations;    Turning process;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/95/1/012100/pdf
DOI  :  10.1088/1757-899X/95/1/012100

来源: IOP

【 摘 要 】

Modem enterprises must face with the dynamically changing market demand what influences the designing process. It is possible by linking computer tools with information gathered by experienced designers teams. The article describes the method basing on engineering knowledge and experience to adding the process of tools selection and cutting parameters determination for a turning operation. The method, proposed by the authors, is based on the CBR (Case Based Reasoning) method. CBR is a method of problem solving that involves searching for an analogy (similarity) between the current task to be solved, and the earlier cases that properly described, are stored in a computer memory. This article presents an algorithm and a formalized description of the developed method. It was discussed the range of its utilization, as well as it was illustrated the method of its functioning on the example of the tools and cutting parameters selection with respect to the turning process..