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Experimentally driven demystification of system identification for nonlinear mechanical systems. / Vaes, Mark; Rolain, Yves; Pattyn, Johan; Vandersteen, Gerd.

In: IEEE Instrumentation & Measurement Magazine, Vol. 21, No. 2, 8327974, 01.04.2018, p. 16-25.

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@article{67898a550a2b43f38375a2734df81913,
title = "Experimentally driven demystification of system identification for nonlinear mechanical systems",
abstract = "The goal of this work is to develop a low cost hardware- based system identification (SI) demonstrator. It targets the students and practicing engineers with an illustration of the threads for model extraction caused by nonlinear distortion. The focus lies on hands-on training with a high return on effort. The training starts from real experiments that are performed on the demonstrator hardware, which is a real system that is introduced here. It can easily be used at home by the trainee without the need for external support or expensive equipment.",
author = "Mark Vaes and Yves Rolain and Johan Pattyn and Gerd Vandersteen",
year = "2018",
month = "4",
day = "1",
doi = "10.1109/MIM.2018.8327974",
language = "English",
volume = "21",
pages = "16--25",
journal = "IEEE Instrumentation & Measurement Magazine",
issn = "1094-6969",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
number = "2",

}

RIS

TY - JOUR

T1 - Experimentally driven demystification of system identification for nonlinear mechanical systems

AU - Vaes, Mark

AU - Rolain, Yves

AU - Pattyn, Johan

AU - Vandersteen, Gerd

PY - 2018/4/1

Y1 - 2018/4/1

N2 - The goal of this work is to develop a low cost hardware- based system identification (SI) demonstrator. It targets the students and practicing engineers with an illustration of the threads for model extraction caused by nonlinear distortion. The focus lies on hands-on training with a high return on effort. The training starts from real experiments that are performed on the demonstrator hardware, which is a real system that is introduced here. It can easily be used at home by the trainee without the need for external support or expensive equipment.

AB - The goal of this work is to develop a low cost hardware- based system identification (SI) demonstrator. It targets the students and practicing engineers with an illustration of the threads for model extraction caused by nonlinear distortion. The focus lies on hands-on training with a high return on effort. The training starts from real experiments that are performed on the demonstrator hardware, which is a real system that is introduced here. It can easily be used at home by the trainee without the need for external support or expensive equipment.

UR - http://www.scopus.com/inward/record.url?scp=85044841783&partnerID=8YFLogxK

U2 - 10.1109/MIM.2018.8327974

DO - 10.1109/MIM.2018.8327974

M3 - Article

VL - 21

SP - 16

EP - 25

JO - IEEE Instrumentation & Measurement Magazine

JF - IEEE Instrumentation & Measurement Magazine

SN - 1094-6969

IS - 2

M1 - 8327974

ER -

ID: 37199784