14th IFAC Symposium on System Identification, SYSID 2006

SYSID-2006 Paper Abstract

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Paper WeA5.3

Muradore, Riccardo (ESO - European Southern Observatory), Bezzo, Fabrizio (Univ. of Padova)

A Framework for PLS-SIM Integration

Scheduled for presentation during the Regular Session "Subspace identification" (WeA5), Wednesday, March 29, 2006, 11:10−11:30, Mulubinba Room

14th IFAC Symposium on System Identification, March 29 - 31, 2006, Newcastle, Australia

This information is tentative and subject to change. Compiled on July 17, 2018

Keywords Subspace Methods, Recursive Identification

Abstract

A novel algorithm is presented for the design of inferential estimators for process monitoring and control. The algorithm aims at integrating Partial Least Squares (PLS) techniques and Subspace Identification Methods (SIM) to exploit the main advantages of both methodologies. In particular, the algorithm will retain the PLS computational robustness in dealing with large sets of correlated inputs and outputs, whilst profiting by the SIM dynamic description of the system being investigated.