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Journal article

Recent Advances and Challenges in Process Identification

In Aiche Symposium Series — 2001, Volume 98, Issue 0, pp. 55-74

By Jørgensen, Sten Bay1,2; Lee, J.H.

From

Computer Aided Process Engineering Center, Department of Chemical and Biochemical Engineering, Technical University of Denmark1

Department of Chemical and Biochemical Engineering, Technical University of Denmark2

Process identification is undergoing tremendous developments as computational capabilities improve. Theories are rapidly catching up with the needs of practical applications but practical process identification experiences still reveal significant gaps between theory and practice. This review attempts to highlight the present gaps and challenges.

With this objective, the review treats recent progress in process identification with data gathered in closed loop, and in the tailoring of an entire identification process to a given control objective.

Language: English
Year: 2001
Pages: 55-74
Types: Journal article
ORCIDs: Jørgensen, Sten Bay
Keywords

Catching Up Closed Loop Identification Data Gathering Model Uncertainty Multivariable System Nonlinear System Parameter Estimation Robust Control Theory and Practice Time-varying Systems

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