Improved methods in statistical and first principles modeling for batch process control and monitoring

This dissertation presents several methods for improving statistical and first principles modeling capabilities, with an emphasis on nonlinear, unsteady state batch processes. Batch process online monitoring is chosen as a main research area here due to its importance from both theoretical and pract...

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Bibliographic Details
Main Author: Zhang, Yang, 1980-
Format: Others
Language:English
Published: 2012
Subjects:
Online Access:http://hdl.handle.net/2152/17920