Aug 15, 2022  
2017-2018 Faculty of Engineering and Applied Science Calendar 
2017-2018 Faculty of Engineering and Applied Science Calendar [ARCHIVED CATALOG]

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CHEE 436 NOT OFFERED 2017-2018 - System Identification F | 3.5

Lecture: 3
Lab: 0
Tutorial: 0.5
The course focuses on the theory and application of linear time series methods for system identification. Time domain and frequency domain methods for analyzing dynamic data will be presented. Standard process plus disturbance models encountered in the identification literature will be investigated from both statistical and physical perspectives. Methods for structural identification, incorporation of exogenous variables, parameter estimation, inference and model adequacy will be examined in detail. The design of dynamic experiments and incorporation of model uncertainty into the intended model and use, such as prediction or control, will be discussed. Assignments will include the analysis of industrial data sets. Dynamic modelling using neural networks and nonlinear time series methods will be introduced.

Academic Units:
Mathematics 12
Natural Sciences 0
Complementary Studies 0
Engineering Science 30
Engineering Design 0

PREREQUISITE(S): CHEE 209 , CHEE 418 , or permission of the department.

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