Vector-Ordering Filter Procedure for Data Reduction
TBMG-1102
12/01/2003
- 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.
- Citation
- "Vector-Ordering Filter Procedure for Data Reduction," Mobility Engineering, December 1, 2003.