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Alireza FAKHRIZADEH ESFAHANI
Alireza FAKHRIZADEH ESFAHANI
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A nonlinear state-space approach to hysteresis identification
JP Noël, AF Esfahani, G Kerschen, J Schoukens
Mechanical Systems and Signal Processing 84, 171-184, 2017
762017
Parameter reduction in nonlinear state-space identification of hysteresis
AF Esfahani, P Dreesen, K Tiels, JP Noël, J Schoukens
Mechanical Systems and Signal Processing 104, 884-895, 2018
362018
Novel online re-calibration method for multi-axis force/torque sensor of ITER welding/machining robot
H Roozbahani, A Fakhrizadeh, H Haario, H Handroos
IEEE Sensors Journal 13 (11), 4432-4443, 2013
242013
Improved PAC-Bayesian bounds for linear regression
V Shalaeva, AF Esfahani, P Germain, M Petreczky
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5660-5667, 2020
172020
Polynomial state-space model decoupling for the identification of hysteretic systems
AF Esfahani, P Dreesen, K Tiels, JP Noël, J Schoukens
IFAC-PapersOnLine 50 (1), 458-463, 2017
162017
Using the best linear approximation with varying excitation signals for nonlinear system characterization
AF Esfahani, J Schoukens, L Vanbeylen
IEEE Transactions on Instrumentation and Measurement 65 (5), 1271-1280, 2016
152016
PAC-Bayesian theory for stochastic LTI systems
D Eringis, J Leth, ZH Tan, R Wisniewski, AF Esfahani, M Petreczky
2021 60th IEEE Conference on Decision and Control (CDC), 6626-6633, 2021
102021
Hysteresis identification using nonlinear state-space models
JP Noël, AF Esfahani, G Kerschen, J Schoukens
Nonlinear Dynamics, Volume 1: Proceedings of the 34th IMAC, A Conference and …, 2016
62016
Decoupling nonlinear state-space models: case studies
P Dreesen, AF Esfahani, J Stoev, K Tiels, J Schoukens
Proceedings of the International Conference on Noise and Vibration …, 2016
42016
Challenges in the identification of discrete time block oriented models for continuous time nonlinear systems
J Schoukens, M Vaes, AF Esfahani, R Relan
IFAC-PapersOnLine 48 (28), 596-601, 2015
32015
Structure discrimination and identification of nonlinear systems
AF Esfahani
22018
Design of excitations for structure discrimination of nonlinear systems, using the best linear approximation
AF Esfahani, J Schoukens, L Vanbeylen
2015 IEEE International Instrumentation and Measurement Technology …, 2015
22015
Novel methods of chaos detection of active magnetic bearing (amb) system by signal analysis
AF Esfahani, RP Jastrzebski, T Kauranne, H Haario, O Pyrhönen
2013 15th European Conference on Power Electronics and Applications (EPE), 1-9, 2013
22013
Using a polynomial decoupling algorithm for state-space identification of a Bouc-Wen system
A Esfahani, P Dreesen, K Tiels, JP Noël, J Schoukens
Workshop on Nonlinear System Identification Benchmarks, 2016
12016
Chaotic Behaviour of Active Magnetic Bearing System by Time Series Analysis
AF Esfahani
12012
Decoupled polynomial nonlinear state space models of a Bouc-Wen hysteretic system
AF Esfahani, P Dreesen, JP Noel, K Tiels, J Schoukens
Workshop on Nonlinear System Identification Benchmarks 2017, 2017
2017
Reducing number of parameters in a polynomial nonlinear state space applied to a hysteretic system
AF Esfahani, P Dreesen, K Tiels, JP Noel, J Schoukens
36th Benelux Meeting on Systems and Control, 2017
2017
Realizability analysis of a block oriented nonlinear feed-back system
AF Esfahani, J Schoukens, K Tiels
ERNSI WORKSHOP 2016, 2016
2016
A nonlinear state-space solution to a hysteretic benchmark in system identification
JP Noël, A Esfahani, G Kerschen, J Schoukens
Workshop on Nonlinear System Identification Benchmarks, 2016
2016
Nonlinear state-space identification of nonlinear systems exhibiting hysteresis dynamics
AF Esfahani, JP Noel, G Kerschen, J Schoukens
ERNSI workshop, Varberg, Sweden, 27, 2015
2015
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