Recent Advancements & Methodologies in System Identification: A Review

Dublin Core

Title

Recent Advancements & Methodologies in System Identification: A Review

Description

System Identification (SI) is a discipline in control engineering concerned with inferring mathematical models from dynamic systems based on its input/output observations. Rich literature is available regarding SI due to its applications in understanding complex systems as well as to design control systems for complex processes. A summary of those literatures is presented in this paper, which covers general classifications of SI, methodologies for design and implementation of the models, as well as recent advancements in application of optimization techniques for SI. It is hoped that this paper would serve as a guide for budding practitioners regarding the fundamentals of the discipline, while serving as a summary of new research trends for experienced researchers in the area.

Creator

Ihsan Mohd Yassin, Mohd Nasir Taib, Ramli Adnan

Source

Scientific Research Journal
http://www.scirj.org

Publisher

Scirj Volume I, Issue I, August 2013 Edition
ISSN: 2201-2796

Date

25/08/3013

Identifier

http://scirj.org/research-journal-0813/paper-03.php

Citation

Ihsan Mohd Yassin, Mohd Nasir Taib, Ramli Adnan, “Recent Advancements & Methodologies in System Identification: A Review,” Scientific Research Journal -> Research Library, accessed January 17, 2019, http://www.scirj.org/rp/items/show/7.

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