Vector-Ordering Filter Procedure for Data Reduction

TBMG-1102

12/01/2003

Abstract
Content

The vector-ordering filter (VOF) technique involves a procedure for sampling a large population of data vectors to select a subset of data vectors that fully characterize the state space of the large population. The VOF technique enables a large reduction of the volume of data that must be handled in the automated-monitoring system and method discussed in the two immediately preceding articles. In so doing, the VOF technique enables the development of data-driven mathematical models of a monitored asset from sets of data that would otherwise exceed the memory capacities of conventional engineering computers.

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Citation
"Vector-Ordering Filter Procedure for Data Reduction," Mobility Engineering, December 1, 2003.
Additional Details
Publisher
Published
Dec 1, 2003
Product Code
TBMG-1102
Content Type
Magazine Article
Language
English