Benchmarked Hard Disk Drive Performance Characterization and Optimization Based on Design of Experiments Techniques

Abstract

Benchmarked hard disk drive performance characterization and optimization based on Design of Experiments techniques Yu-wei LinThis paper describes an experimental study offered by Designs of Experiments (DOE) within the defined factor domains to evaluate the factor effects of simultaneous characteristics on the benchmarked hard disk drive performance by proposing well-organized statistical models for optimizations. The numerical relations of the obtained models permit to predict the behaviors of benchmarked disk performances as functions of significant factors to optimize relevant criteria based on the needs.The experimental data sets were validated to be in satisfying agreement with predicted values by analyzing the response surface plots, contour plots, model equations, and optimization plots. The adequacy of the model equations were verified effectively by a prior generation disk drive within the same model family.The retained solutions for potential industrializations were the concluded response surface models of benchmarked disk performance optimizations.The comprehensive benchmarked performance modeling procedure for hard disk drives not only saves experimental costs on physical modeling but also leads to hard-to-find quality improvement solutions to manufacturing decisions.iv Acknowledgements First and foremost I would like to thank my thesis advisor, Dr. John Y. Oliver for allowing me to join this project, for his support, for his advice, and for his kindness.I would also like to acknowledge Dr. Jianbiao (John) Pan for his guidance, for his expertise, and especially for his patience during the development in this thesis.My appreciation also goes to Dr. James G. Harris for his feedback and for his participation on my thesis committee.