Abstract Vibration‐based Structural Health Monitoring is an ongoing field of research in
many engineering disciplines. As for civil engineering, plenty of experimental structures …

The existing results show the applicability of the over-parameterized model based subspace
identification method (OPM-like SIM) developed for consistent estimates of Hammerstein …

In this study, a fixed point iteration‐based subspace identification method is proposed for
Hammerstein state‐space systems. The original system is decomposed into two subsystems …

Anomaly detection based on data-driven methods is an applicable way to deal with the
complex structure of aircraft engine. In this article, certain existing data-driven methods are …

Multi Actuator Technology in Hard Disk drives (HDDs) equips drives with two dual stage
actuators (DSA) each comprising of a voice coil motor (VCM) actuator and a piezoelectric …

This paper describes an algorithm that identifies a state-space model and an associated
steady-state Kalman filter gain from noise-corrupted input–output data. The model structure …

A floating raft system is a special double-layer isolation system aiming to reduce the level of
noise and vibration and has been widely applied to many kinds of ships and submarines. It …

Strictly Positive Real (SPR) transfer functions arise in many areas of engineering like
passivity theory in circuit analysis and adaptive control to name a few. In many physical …

This work presents an iterative concept of the State-space Realization Algorithm with Data
Correlation (SSRA-DC) to identify MIMO systems with measurement noise and subjected to …

Abstract The use of Machine Learning (ML) and optimization for control applications in
enhancing performance, replicating expert behaviors, and addressing other complex …