Masked Multiple State Space Model Identification Using FRD and Evolutionary Optimization

Identification of dynamical systems from frequency response data (FRD) has extensively been studied and effective techniques have been developed. Given different FRD sets obtained from different systems and a fixed state space model structure, is it possible to find a constant parameter vector conta...

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Bibliographic Details
Published in:	IEEE transactions on industrial informatics Vol. 20; no. 7; pp. 9861 - 9869
Main Authors:	Efe, Mehmet Onder, Kurkcu, Burak, Kasnakoglu, Cosku, Mohamed, Zaharuddin, Liu, Zhijie
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.07.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Costs Dynamic models Dynamical systems Frequency response Genetic algorithms Genetic algorithms (GAs) identification masked models Optimization Parameters Social factors State space models State-space methods System effectiveness Time-frequency analysis
ISSN:	1551-3203, 1941-0050
Online Access:	Get full text
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