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Book Cover
E-book
Author iM3F (Conference) (2022 : Pahang, Malaysia)

Title Advances in intelligent manufacturing and mechatronics : selected articles from the Innovative Manufacturing, Mechatronics and Materials Forum (iM3F 2022), Pahang, Malaysia / Muhammad Amirul Abdullah [and 8 others], editors
Published Singapore : Springer, 2023

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Description 1 online resource (x 350 pages) : illustrations (black and white, and colour)
Series Lecture notes in electrical engineering, 1876-1119 ; volume 988
Lecture notes in electrical engineering ; 988. 1876-1119
Contents Intro -- Preface -- Contents -- A Computational Time Analysis of Discrete Simulated Kalman Filter Optimizer -- 1 Introduction -- 2 Methodology -- 2.1 Discrete Simulated Kalman Filter Optimizer (DSKFO) -- 3 Experiment, Result, and Discussion -- 4 Conclusion -- References -- A Real-Time Social Distancing and Face Mask Detection System Using Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset Preparation -- 3.2 Model Training -- 3.3 Performance Evaluation -- 3.4 Deployment of Classifier Model -- 4 Results and Discussion
4.1 Quantitative Analysis of Deep Learning Methods -- 4.2 Performance of Social Distancing Monitoring Model -- 5 Conclusion -- References -- A Systematic Review for Robotic for Cognitive Speech Therapy for Rehabilitation Patient -- 1 Introduction -- 1.1 Background -- 1.2 Problem Definitions and Research Motivation -- 1.3 Aim and Objectives -- 2 Literature Review -- 2.1 Critical Literature Review Search Method -- 2.2 Stroke and Aphasia -- 2.3 Method of Treating Aphasia That Already Exists or is Being Studied -- 2.4 AI Robot in Health Care -- 2.5 People's Attitude Toward AI Robots
2.6 Results of Secondary Data Collections -- 3 Conclusion -- References -- An Estimation Steering Feedback Torque in Vehicle Steer by Wire System -- 1 Introduction -- 2 The Modeling of Steer by Wire (SBW) System -- 2.1 The Steering Wheel System Model -- 2.2 The Front Axle System Model -- 2.3 The Linear Vehicle Model -- 3 Estimation Feedback Torque and the Control Method -- 4 The LQR Controller and LQR + Gain Scheduling (GS)-Control Feedback -- 4.1 The LQR Controller -- 4.2 The LQR Controller with Gain-Scheduling -- 5 Conclusion -- References
An Implementation of Sliding Mode Voltage Control Controlled Buck-Boost Converter for Solar Application -- 1 Introduction -- 2 Methodology -- 2.1 System Modeling of Conventional SMVC Controller -- 2.2 System Modeling-Based PID SMVC Controller -- 3 Results and Discussion -- 3.1 Simulation Results -- 3.2 Analysis with Three Different Solar Modules Using SMVC and PID Controller -- 4 Conclusion -- References -- An Optimized Deep Learning Model for Automatic Diagnosis of COVID-19 Using Chest X-Ray Images -- 1 Introduction -- 2 Related Works -- 2.1 Existing Techniques for COVID-19 Diagnosis
2.2 Original PSO -- 3 Proposed PSOMCIS-CNN for COVID-19 Diagnosis -- 3.1 Datasets -- 3.2 Formulation of Hyperparameter Tuning as Optimization Problem -- 3.3 Hyperparameter Tuning Using PSOMCIS -- 4 Performance Analysis of PSOMCIS-CNN -- 5 Conclusions -- References -- Automatic Vehicle Location (AVL): Evaluation on the Punctuality Index of City Public Bus Service -- 1 Introduction -- 2 Methodology -- 3 Result -- 4 Discussion -- 5 Conclusion -- Appendix -- References -- Bearing Fault Diagnosis Using Extreme Learning Machine Based on Artificial Gorilla Troops Optimizer -- 1 Introduction -- 2 Methods
Summary This book presents parts of the iM3F 2022 proceedings from the mechatronics as well as the intelligent manufacturing tracks. It highlights recent trends and key challenges in mechatronics as well as the advent of intelligent manufacturing engineering and technology that are non-trivial in embracing Industry 4.0 as well as addressing the UN Sustainable Development Goals. The book deliberates on conventional as well as advanced solutions that are utilized in the variety of mechatronics and intelligent manufacturing-based applications. The readers are envisaged to gain an insightful view on the current trends, issues, mitigating factors as well as solutions from this book
Notes 2.1 The Proposed Bearing Diagnosis Method
Print version record
Subject Mechatronics -- Congresses
Mechatronics
Genre/Form Electronic books
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Abdullah, Muhammad Amirul, editor
Khairuddin, Ismail Mohd., editor.
Ab. Nasir, Ahmad Fakhri, editor.
Mohd. Isa, Wan Hasbullah, editor
Mohd Razman, Mohd Azraai, editor.
Rasid, Mohd. Azri Hizami, editor
Zainal, Sheikh Muhammad Hafiz Fahami, Sheikh, editor
Bentley, Barry, editor
Liu, Pengcheng (Ph.D. in Robotics), editor.
ISBN 9789811987038
9811987033