Dynamic speed control of a machine tool with stochastic tool life: Analysis and simulation
Document Type
Conference Proceeding
Date of Original Version
1-1-2014
Abstract
We discuss a tool management model for a flexible machine equipped with a tool magazine, variable cutting speed, and sensors to monitor tool wear, when tool life due to flank wear is stochastic. The objective is to adjust the cutting speed as a function of remaining distance, each time a tool change occurs, in order to minimize the expected processing time (sum of cutting and tool setup time). We address the computational aspects of finding optimal decision rules and we present numerical results suggesting that easily computed decision rules of a simple static model are near-optimal for our dynamic programming model. Dynamic adjustment is assessed with simulation experiments. © 2013 Springer Science+Business Media New York.
Publication Title, e.g., Journal
Journal of Intelligent Manufacturing
Volume
25
Issue
5
Citation/Publisher Attribution
Lamond, Bernard F., Manbir S. Sodhi, Martin Noël, and Ousman A. Assani. "Dynamic speed control of a machine tool with stochastic tool life: Analysis and simulation." Journal of Intelligent Manufacturing 25, 5 (2014): 1153-1166. doi: 10.1007/s10845-013-0756-8.