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Scirj Volume I, Issue I, August 2013 Edition
Recent Advancements & Methodologies in System Identification: A Review
Ihsan Mohd Yassin, Mohd Nasir Taib, Ramli Adnan
Abstract 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.
Reference this Paper:Recent Advancements & Methodologies in System Identification: A Review by Ihsan Mohd Yassin, Mohd Nasir Taib, Ramli Adnan published at: "Scientific Research Journal (Scirj), Volume I, Issue I, August 2013 Edition, page 14-33".
Search Terms:System Identification, System Identification Methodology, Optimization Applications in System Identification
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