Comparison of magnetorheological damper modelling using Gaussian ANFIS and generalized bell ANFIS algorithm

Ikhtiar Choirunisa; Ubaidillah; Fitrian Imaduddin; Elliza Tri Maharani; Gigih Priyandoko; Saiful Amri Mazlan

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Comparison of magnetorheological damper modelling using Gaussian ANFIS and generalized bell ANFIS algorithm

Ikhtiar Choirunisa, Ubaidillah, Fitrian Imaduddin, Elliza Tri Maharani, Gigih Priyandoko and Saiful Amri Mazlan

PROCEEDINGS OF MECHANICAL ENGINEERING RESEARCH DAY 2020 (MERD'20), pp.43-44

01/01/2020

Abstract

Computer Science

Computer Science, Interdisciplinary Applications

Engineering

Engineering, Electrical & Electronic

Engineering, Manufacturing

Engineering, Mechanical

Materials Science

Materials Science, Multidisciplinary

Science & Technology

Technology

Plot of velocity vs force for Magnetorheological damper is known to have a hysteresis characteristic. Good modeling is required to describe the phenomenon precisely and accurately. Experimental work on this study was done using fatigue dynamic machine Selvopulser L -type Loading Frame with a 4830 controller and the result is modelled using Gaussian and Generalized Bell of the ANFIS technique. The results of two membership function shows that the maximum relative error is 14.54% for the Gaussian ANFIS and 15.53% for the Generalized Bell ANFIS respectively.

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Title: Comparison of magnetorheological damper modelling using Gaussian ANFIS and generalized bell ANFIS algorithm
Creators - without role: Ikhtiar Choirunisa - Univ Sebelas Maret, Mech Engn Dept, Jalan Ir Sutami 36A, Kentingan 57126, Surakarta, Indonesia
Ubaidillah - Univ Sebelas Maret, Mech Engn Dept, Jalan Ir Sutami 36A, Kentingan 57126, Surakarta, Indonesia
Fitrian Imaduddin - Univ Sebelas Maret, Mech Engn Dept, Jalan Ir Sutami 36A, Kentingan 57126, Surakarta, Indonesia
Elliza Tri Maharani - Univ Sebelas Maret, Mech Engn Dept, Jalan Ir Sutami 36A, Kentingan 57126, Surakarta, Indonesia
Gigih Priyandoko - Jawa
Saiful Amri Mazlan - Univ Teknol Malaysia, Malaysia Japan Int Inst Technol, Jalan Sultan Yahya Petra, Kuala Lumpur 54100, Malaysia
Contributors - without role: M F BinAbdollah
H Amiruddin
ASP Singh
Publication Details: PROCEEDINGS OF MECHANICAL ENGINEERING RESEARCH DAY 2020 (MERD'20), pp.43-44
Publisher: Centre Advanced Research Energy-Care
Number of pages: 2
Identifiers: 9916834008331
Academic Unit: Islamic University of Al Madinah; University Ha'il
Language: English
Resource Type: Conference proceeding