Doğrusal ve zamanla periyodik olarak değişen sistemlerin harmonik transfer fonksiyonlar yoluyla tanılanması, kararlılık analizi ve kontrolü
2017
0 görüntülenme
0 i̇ndirme
Danışman: Prof. Dr. Ömer Morgül
Özet (EN)
Many important systems encountered in nature such as wind turbines, helicopter rotors, power networks or nonlinear systems which are linearized around periodic orbit can be modeled as linear time periodic (LTP) systems. Such systems have been analyzed and discussed from analytical viewpoint extensively in the literature. However, only a few method are available in the literature for the identification of LTP systems which utilize input/output measurements. Especially, due to obtaining analytical solutions for LTP systems are quite challenging, utilization of experimental data to identify, analyze and stabilize such systems may be preferable. To achieve this aim, the utilization of harmonic transfer functions (HTFs) of LTP systems can be quite helpful. In the first part of this thesis, we aim to obtain harmonic transfer functions (HTFs) of LTP systems via data-driven approach by using only input and output data of the system. In this respect, we first present the identification procedure of HTFs by using single cosine input signal with a specific frequency. However, because of the fact that this method requires multiple experiments in order to cover desired frequency range, we propose a formula for the sum of cosine input signal including different frequencies which their output components do not coincide. Then, we present the prediction performance of the estimated HTFs by using single cosine and sum of cosine input signals according to analytical solution of HTFs. In the second part of the thesis, our goal is to utilize harmonic transfer functions in order to analyze and design controllers which stabilize and enhance the performance of LTP systems. In this regard, we implement well known Nyquist stability criterion which is based on eigenloci of HTFs. As an illustrative example, we consider the well-known (unstable) damped Mathieu equation and design P, PD and PID controllers by using obtained Nyquist diagram. Finally, for the unknown LTP systems whose state space model may not be available, we seek to design a novel methodology, where we can obtain Nyquist plots of unknown LTP systems via input-output data analysis using the concept of HTFs. Then, we design PD controllers for the unknown LTP system by using Nyquist diagram in order to enhance the performance and increase the robustness. We illustrate the performance results of these controllers in time domain simulations.
Yazar
Dr. Elvan Kuzucu Hıdır
Kurum
Bu Yayına Nasıl Atıf Yapılır
Elvan Kuzucu Hıdır (Master Thesis). Doğrusal ve zamanla periyodik olarak değişen sistemlerin harmonik transfer fonksiyonlar yoluyla tanılanması, kararlılık analizi ve kontrolü, 2017, Bilkent University.
Anahtar Kelimeler
Lisans
Tüm Hakları Saklıdır
Bu eser belirtilen lisans koşulları altında paylaşılmaktadır.
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