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Copyright (c) 1998-2002 The Board of Trustees of the University of Illinois

All rights reserved.

Developed by: Large Scale Systems Research Laboratory

Professor Richard Braatz, Director
  Department of Chemical Engineering
   University of Illinois
    http://brahms.scs.uiuc.edu


Permission hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the"Software"), to
 deal with the Software without restriction, including without limitation
 the rights to use, copy, modify, merge, publish, distribute, sublicense,
 and/or sell copies of the Software, and to permit persons to whom the 
 Software is furnished to do so, subject to the following conditions:

1. Redistributions of source code must retain the above copyright
 notice, this list of conditions and the following disclaimers.

2. Redistributions in binary form must reproduce the above 
 copyright notice, this list of conditions and the following 
disclaimers in the           documentation and/or other materials provided with the distribution.

3. Neither the names of Large Scale Research Systems Laboratory,
 University of Illinois, nor the names of its contributors may
 be used to endorse or promote products derived from this  Software without specific prior written permission.


THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
% OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
% FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL 
THE CONTRIBUTORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR
% OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, 
% ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
 DEALINGS IN THE SOFTWARE.

 Users should cite the *original code* using the following references:

- J.J. Downs and E.F. Vogel, *A plant-wide industrial process control problem*. Presented at the AIChE 1990 Annual Meeting, Session on Industrial Challenge Problems in Process Control, Paper #24a Chicago, Illinois, November 14, 1990.
- [J.J. Downs and E.F. Vogel, *A plant-wide industrial process control problem*, Computers and Chemical Engineering, 17:245-255 (1993)](https://doi.org/10.1016/0098-1354(93)80018-I).

Users should cite the *modified code* using the following references:

- [E.L. Russell, L.H. Chiang, and R.D. Braatz. Data-driven Techniques for Fault Detection and Diagnosis in Chemical Processes, Springer-Verlag, London, 2000](https://doi.org/10.1007/978-1-4471-0409-4).
- [L.H. Chiang, E.L. Russell, and R.D. Braatz. Fault Detection and Diagnosis in Industrial Systems, Springer-Verlag, London, 2001](https://doi.org/10.1007/978-1-4471-0347-9).
- [L.H. Chiang, E.L. Russell, and R.D. Braatz. *Fault diagnosis in chemical processes using Fisher discriminant analysis, discriminant partial least squares, and principal component analysis*, Chemometrics and Intelligent Laboratory Systems, 50:243-252, 2000](https://doi.org/10.1016/S0169-7439(99)00061-1).
- [E.L. Russell, L.H. Chiang, and R.D. Braatz. *Fault detection in industrial processes using canonical variate analysis and dynamic principal component analysis*, Chemometrics and Intelligent Laboratory Systems, 51:81-93, 2000](https://doi.org/10.1016/S0169-7439(00)00058-7).