IEEE - Institute of Electrical and Electronics Engineers, Inc. - Optimising approach to designing kernel PCA model for diagnosis purposes with and without a priori known data reflecting faulty states

2015 20th International Conference on Methods and Models in Automation and Robotics (MMAR)

Author(s): Michal Grochowski ; Maciej Matczak ; Michal Sokolowski
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2015
Conference Location: Miedzyzdroje, Poland
Conference Date: 24 August 2015
Page(s): 541 - 546
ISBN (CD): 978-1-4799-8700-9
ISBN (Electronic): 978-1-4799-8701-6
DOI: 10.1109/MMAR.2015.7283933
Regular:

Fault detection plays an important role in advanced control of complex dynamic systems since precise information about system condition enables efficient control. Data driven methods of fault... View More

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