'Roll Works Optimizer' An Automatic Optimization Of Grinding Process By Artificial Intelligence E.G. Fuzzy Logic Elements

摘要

"Roll Works" is a software system for automation, quality assurance and optimization of grinding process for rolls in the steel industry. The basic function of "Roll Works" covers storing, visualization and the possibility of evaluation of essential parameters and measurements for the grinding process. The package "Optimizer" automatically detects the most suitable grinding parameter under consideration of maximization of stock removal rate, minimization of dangerous vibrations, minimization of grinding wheel wear and other influences under special consideration of each given conditions (roll diameter, wheel diameter, etc.). Remark: -Roll Works Optimizer uses elements from the field of Artificial Intelligence; it is a learning machine with Fuzzy Logic elements. -Based on the grinding processes already completed, the system is automatically and continuously learning. -The achieved parameters will be transferred to the grinding machine automatically.