3D virtual modelling and stabilization control of triple links inverted pendulum on two-wheeled system using enhanced interval type-2 fuzzy logic control / (Record no. 94748)

MARC details
000 -LEADER
fixed length control field 04098nam a2200373 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field MY-KuUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251125105804.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field a||||fr|||| 001 0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field ta
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 201110t20202020my a|||frma|| 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number THE0008574(Local)
040 ## - CATALOGING SOURCE
Original cataloging agency UMP
Language of cataloging eng
Transcribing agency UMP
Description conventions rda
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) FTKEE .F57 2020 r Thesis
100 0# - MAIN ENTRY--PERSONAL NAME
Personal name Muhammad Firdaus Masrom,
Relator term author.
245 10 - TITLE STATEMENT
Title 3D virtual modelling and stabilization control of triple links inverted pendulum on two-wheeled system using enhanced interval type-2 fuzzy logic control /
Statement of responsibility, etc. Muhammad Firdaus Masrom
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Kuantan, Pahang :
Name of producer, publisher, distributor, manufacturer UMP,
Date of production, publication, distribution, manufacture, or copyright notice 2020
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture © 2020
300 ## - PHYSICAL DESCRIPTION
Extent xiv, 88 pages :
Other physical details illustrations (some color) ;
Dimensions 30 cm. +
Accompanying material 1 CD ROM
336 ## - CONTENT TYPE
Content type term text
Source rdacontent
336 ## - CONTENT TYPE
Content type term text
Source rdacontent
337 ## - MEDIA TYPE
Media type term unmediated
Source rdamedia
337 ## - MEDIA TYPE
Media type term computer
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term volume
Source rdacarrier
338 ## - CARRIER TYPE
Carrier type term computer disc
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
Source rda
File type text file
Encoding format PDF
500 ## - GENERAL NOTE
General note Faculty of Electrical & Electronics Engineering Technology
502 ## - DISSERTATION NOTE
Dissertation note Thesis (Master of Science) -- Universiti Malaysia Pahang – 2020
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references
520 3# - SUMMARY, ETC.
Summary, etc. This research embarks on the investigations for modelling and control of a triple link inverted pendulum on two-wheeled system. This new model of triple links inverted pendulum on two-wheeled system is tested due to its highly non-linearity, more complex nature and more degree of freedom, as compared to the existing triple link model which is solely limited to ‘on cart’ systems. This model is proposed to represent a real hardware application for example mobile robot, walking robot and an airplane landing system. Moreover, this proposed model enables it to be more flexible so it can perform various task like walking, jumping and stair climbing task. The model is designed in SimWise 4D to overcome limitations of the linearized mathematical model, whereby it does not represent the actual system and is unable to retain the model's complexity. This modelling technique also allow provides visualization for user to evaluate the performance of the system. The completed model system is further incorporated with Matlab/Simulink for analysis, control design and evaluation purposes. The Interval Type-2 Fuzzy Logic Control (IT2FLC) approach is implemented as the control strategy for system stabilization in an upright position and disturbance rejection during static and linear motions (forward and backward). Without a specific method introduced to determine the optimal values of input and output control gains, as well as the IT2FLC control parameters, optimization algorithm has been applied to enhance the system's performance in term of stability and disturbance rejection. Two optimization algorithms are presented in this work which are Spiral Dynamic Algorithm (SDA) and Particle Swarm Optimization (PSO). These two algorithms are chosen due to the advantages and the capability to find the globa optima. The developed control approaches are then tested and evaluated within simulation exercises in SimWise 4D for visualization purposes. With this, the first and second links have shown better angular position error by 9.3% and 28.4% respectively through the Particle Swarm Optimization (PSO), which proven its superiority as compared to the Spiral Dynamic Algorithm (SDA). Moreover, the proposed controller has outperformed SDA in maximum disturbance rejection by 3% and 16% with disturbance being applied on Link 2 and Link 3 separately. Promising results obtained have further demonstrated the system's potential to maintain stability in an upright position under a variety of conditions. Therefore, the system and control strategy proposed within this study has demonstrated their practicality in real-time applications, including the range of mobile robots with extensive functionality.
610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Faculty of Electrical & Electronics 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
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 Collection Home library Current library Shelving location Date acquired Total checkouts Full call number Barcode Date last seen Price effective from Koha item type
  Not lost Library of Congress Classification     Reference UMPLIB PEKAN UMPLIB PEKAN Reference 10/11/2020   FTKEE .F57 2020 r Thesis T000001016 31/12/2020 10/11/2020 Thesis
  Not lost Library of Congress Classification   Not for loan Reference UMPLIB PEKAN UMPLIB PEKAN   10/11/2020   CD12735 T000001017 19/02/2021 10/11/2020 Thesis

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