A new methodology is developed for optimal infeed control of cylindrical plunge grinding cycles. Unlike conventional cycles having a few sequential stages with discrete infeed rates, the new methodology allows for continuous variation of the infeed rate to further reduce the cycle time. Distinctive characteristics of optimal grinding cycles with variable infeed rates were investigated by applying dynamic programming to a simulation of the grinding cycle. The simulated optimal cycles were found to consist of distinct segments with predominant constraints. This provided the basis for an optimal control policy whereby the infeed rate is determined according to the active constraint at each segment of the cycle. Accordingly, the controller is designed to identify the state of the cycle at each sampling instant from on-line measurements of power and size, and to then compute the infeed rate according to the optimal policy associated with that state. The optimization policy is described in this paper, and the controller design and its implementation are presented in the following paper [1].
Skip Nav Destination
e-mail: danai@ecs.umass.edu
Article navigation
Technical Papers
Continuous Optimal Infeed Control for Cylindrical Plunge Grinding, Part 1: Methodology
Shaoqiang Dong, Graduate Research Assistant,
Shaoqiang Dong, Graduate Research Assistant
Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Amherst, MA
Search for other works by this author on:
Kourosh Danai, Professor,
e-mail: danai@ecs.umass.edu
Kourosh Danai, Professor
Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Amherst, MA
Search for other works by this author on:
Stephen Malkin, Distinguished Professor,
Stephen Malkin, Distinguished Professor
Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Amherst, MA
Search for other works by this author on:
Abhijit Deshmukh, Associate Professor,
Abhijit Deshmukh, Associate Professor,
Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Amherst, MA
Search for other works by this author on:
Shaoqiang Dong, Graduate Research Assistant
Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Amherst, MA
Kourosh Danai, Professor
Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Amherst, MA
e-mail: danai@ecs.umass.edu
Stephen Malkin, Distinguished Professor
Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Amherst, MA
Abhijit Deshmukh, Associate Professor,
Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Amherst, MA
Contributed by the Manufacturing Engineering Division for publication in the JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING. Manuscript received July 2003; Revised November 2003. Associate Editor: T. R. Karfess.
J. Manuf. Sci. Eng. May 2004, 126(2): 327-333 (7 pages)
Published Online: July 8, 2004
Article history
Received:
July 1, 2003
Revised:
November 1, 2003
Online:
July 8, 2004
Citation
Dong, S., Danai, K., Malkin, S., and Deshmukh, A. (July 8, 2004). "Continuous Optimal Infeed Control for Cylindrical Plunge Grinding, Part 1: Methodology ." ASME. J. Manuf. Sci. Eng. May 2004; 126(2): 327–333. https://doi.org/10.1115/1.1751423
Download citation file:
Get Email Alerts
Related Articles
Continuous Optimal Infeed Control for Cylindrical Plunge Grinding, Part 2: Controller Design and Implementation
J. Manuf. Sci. Eng (May,2004)
Dynamic Optimization of the Grinding Process in Batch Production
J. Manuf. Sci. Eng (April,2009)
Differential Transformation and Its Application to Nonlinear Optimal Control
J. Dyn. Sys., Meas., Control (September,2009)
A Comparative Analysis of Energy Management Strategies for Hybrid Electric Vehicles
J. Dyn. Sys., Meas., Control (May,2011)
Related Proceedings Papers
Related Chapters
Dynamic Programming
Engineering Optimization: Applications, Methods, and Analysis
Efficient Audio Retrieval Based on Locality Sensitive Hash
International Conference on Instrumentation, Measurement, Circuits and Systems (ICIMCS 2011)
The Use of Hash Table for Building the Distance Matrix in a Pair-Wise Sequence Alignment
International Conference on Software Technology and Engineering (ICSTE 2012)