Optimization of modified bouc-wen model for magnetorheological damper using nature-inspired meta-heuristic algorithm / (Record no. 104894)

MARC details
000 -LEADER
fixed length control field 04069ntm a2200337 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field MY-KuUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260525175836.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field t||||fr|||| 000 0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field ta
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 260525t20252025my a|||fr|||| 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number THE0010529 (Local)
Qualifying information Hardback
040 ## - CATALOGING SOURCE
Original cataloging agency UMPSA
Language of cataloging eng
Transcribing agency UMPSA
Description conventions rda
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) FTKMA .R67 2025 r Thesis
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Rosmazi Bin Rosli @ Pang See Hoon,
Relator term author.
245 10 - TITLE STATEMENT
Title Optimization of modified bouc-wen model for magnetorheological damper using nature-inspired meta-heuristic algorithm /
Statement of responsibility, etc. Rosmazi Bin Rosli @ Pang See Hoon
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Kuantan, Pahang :
Name of producer, publisher, distributor, manufacturer UMPSA,
Date of production, publication, distribution, manufacture, or copyright notice 2025
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice © 2025
300 ## - PHYSICAL DESCRIPTION
Extent xiii, 135 pages :
Other physical details illustration ;
Dimensions 30 cm. +
Accompanying material 1 CD-ROM.
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
337 ## - MEDIA TYPE
Source rdamedia
Media type term unmediated
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term volume
347 ## - DIGITAL FILE CHARACTERISTICS
Source rda
File type text file
Encoding format PDF
500 ## - GENERAL NOTE
General note Faculty of Mechanical and Automotive Engineering Technology
502 ## - DISSERTATION NOTE
Dissertation note Thesis (Doctor of Philosophy) -- Universiti Malaysia Pahang - 2026
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references
520 3# - SUMMARY, ETC.
Summary, etc. In semi-active vibration attenuation systems, the Magnetorheological (MR) damper has emerged as one of the most robust and cost-efficient actuators. The damper provides fail-safe operation, ensuring the safety and reliability of the system while delivering a favorable force-to-power input ratio. However, developing an effective controller for the MR damper remains challenging due to the complexity of its mathematical model and the hysteresis behavior of this highly nonlinear device. To address this, researchers have investigated several parametric models that successfully describe the damper's hysteresis behavior using simpler mathematical formulations. Although these parametric models are effective in capturing the MR damper's hysteresis curve, they present challenges in parameter optimization. This study focuses on optimizing a Bouc-Wen-based phenomenological model to accurately replicate the force-velocity hysteresis curve of a real MR damper. Recent studies shown that the meta-heuristic algorithm has gain popularity among researcher in optimization problems. This research focuses on the Cuckoo Search algorithm for its fast convergence rate and low number of parameters needed to utilize. For optimizing the parameters of the Bouc-Wen model, three new modified versions of the Cuckoo Search Algorithm are used, offering improved exploration and exploitation balances during the optimization process. The Dynamic Cuckoo Search and Inverse Dynamic Cuckoo Search algorithms adjust the exploration-exploitation balance based on the iteration number, while the Adaptive Cuckoo Search algorithm varies the balance based on the fitness evaluation update rate. Experiments were conducted to capture the actual dynamic responses of the MR damper, specifically analyzing its force-displacement and force-velocity characteristics across various current inputs. The optimized parameters of the Bouc-Wen model were then evaluated for tracking performance, demonstrating superior capabilities compared to other optimization methods, such as Particle Swarm Optimization, Genetic Algorithm, and Sine-Cosine Algorithm. The results show that the Bouc-Wen model, optimized using the proposed modified Cuckoo Search algorithm, tracks the MR damper's hysteresis curve more accurately than other algorithms. Finally, the phenomenological model optimized by the modified Cuckoo Search algorithm was tested in a two-degree-of-freedom (2-DOF) semi-active seat suspension system. The results indicate that the model successfully designed a controller scheme for the MR damper, achieving a 35% reduction in body acceleration. This research introduces a new modified Cuckoo Search algorithm and successfully integrates it with the phenomenological Bouc-Wen model for MR damper applications.
610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Faculty of Mechanical and Automotive Engineering Technology
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Universities and colleges
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Theses
General subdivision Dissertations
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Thesis
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
  Not lost Library of Congress Classification   Not for loan UMPLIB PEKAN UMPLIB PEKAN 25/05/2026   FTKMA .R67 2025 r Thesis T000005043 25/05/2026 25/05/2026 Thesis
  Not lost Library of Congress Classification   Final Processing UMPLIB PEKAN UMPLIB PEKAN 25/05/2026   CD14023 T000005044 25/05/2026 25/05/2026 Thesis

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