Please use this identifier to cite or link to this item:
https://knowledgecommons.lakeheadu.ca/handle/2453/2521
Title: | Frequency response based system identification and controller tuning |
Authors: | Yousef, Ali Awad Hasan |
Keywords: | Automatic control Mathematical models;System identification Mathematical models;Feedback control systems Mathematical models |
Issue Date: | 1997 |
Abstract: | A detailed simulation based analysis of different frequency response and transfer function identification techniques are performed and critically studied. Standard closed loop and open loop recursive least squares system identification techniques are studied along with methods based on Laguerre filter, frequency sampling filter and bandpass filter. Based on this critical study, the bandpass filter approach is shown to have relatively more advantages than disadvantages over the other techniques of system identification. Methods for PID controller tuning using finite and discrete set of frequency response points are developed for SISO systems and extended to MIMO systems. The controller tuning methods are supported with simulations and experiments on a temperature control system and a distillation column. Based on the results obtained, it is concluded that these methods are practical and capable of being used in industrial process control. |
URI: | http://knowledgecommons.lakeheadu.ca/handle/2453/2521 |
metadata.etd.degree.discipline: | Engineering |
metadata.etd.degree.name: | Master of Science |
metadata.etd.degree.level: | Master |
metadata.dc.contributor.advisor: | Natarajan, Krishnamoorthy |
Appears in Collections: | Retrospective theses |
Files in This Item:
File | Description | Size | Format | |
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YousefA1997m-1b.pdf | 2.8 MB | Adobe PDF | View/Open |
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