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Fault Detection and Diagnosis in Industrial Systems

- Leo H. Chiang, E. L. Russell, R. Braatz
- Computer Science
- 25 January 2001

TLDR

On the "Identification and control of dynamical systems using neural networks"

- E. Rios-Patron, R. Braatz
- Mathematics, Computer Science
- IEEE Trans. Neural Networks
- 1 March 1997

Referring to the above said paper by Narendra-Parthasarathy (ibid., vol.1, p4-27 (1990)), it is noted that the given Example 2 (p.15) has a third equilibrium state corresponding to the point (0.5,… Expand

A tutorial on linear and bilinear matrix inequalities

- J. VanAntwerp, R. Braatz
- Mathematics
- 1 August 2000

Abstract This is a tutorial on the mathematical theory and process control applications of linear matrix inequalities (LMIs) and bilinear matrix inequalities (BMIs). Many convex inequalities common… Expand

Fault diagnosis in chemical processes using Fisher discriminant analysis, discriminant partial least squares, and principal component analysis

- Leo H. Chiang, E. L. Russell, R. Braatz
- Mathematics
- 13 March 2000

Abstract Principal component analysis (PCA) is the most commonly used dimensionality reduction technique for detecting and diagnosing faults in chemical processes. Although PCA contains certain… Expand

Data-driven Methods for Fault Detection and Diagnosis in Chemical Processes

- E. L. Russell, Leo H. Chiang, R. Braatz
- Computer Science
- 25 February 2000

TLDR

Fault detection in industrial processes using canonical variate analysis and dynamic principal component analysis

- E. L. Russell, Leo H. Chiang, R. Braatz
- Computer Science
- 8 May 2000

TLDR

High resolution algorithms for multidimensional population balance equations

- R. Gunawan, Irene Fusman, R. Braatz
- Mathematics
- 1 November 2004

Population balance equations have been used to model a wide range of processes including polymerization, crystallization, cloud formation, and cell dynamics. Rather than developing new algorithms… Expand

Advanced control of crystallization processes

- R. Braatz
- Engineering, Computer Science
- Annu. Rev. Control.
- 2002

TLDR

Modeling and Simulation of Lithium-Ion Batteries from a Systems Engineering Perspective

- V. Ramadesigan, P. Northrop, Sumitava De, S. Santhanagopalan, R. Braatz, V. Subramanian
- Materials Science, Computer Science
- 8 July 2010

TLDR

Piecewise Linear Dynamic Programming for Constrained POMDPs

- Joshua D. Isom, Sean P. Meyn, R. Braatz
- Computer Science
- AAAI
- 13 July 2008

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