Proceedings of ASEAN-Australian Engineering Congress (AAEC2022) : Engineering Solutions in the Age of Digital Disruption / edited by Chung Siung Choo, Basil T. Wong, Khairul Hafiz Bin Sharkawi, Daniel Kong.

Format:

Book

Author/Creator:

Choo, Chung Siung.

Contributor:

Wong, B. T. (Basil T.)

Sharkawi, Khairul Hafiz Bin.

Kong, Daniel.

Series:

Lecture Notes in Electrical Engineering, 1876-1119 ; 1072

Language:

English

Subjects (All):

Automatic control.

Robotics.

Automation.

Internet of things.

Industrial engineering.

Production engineering.

Control, Robotics, Automation.

Internet of Things.

Industrial and Production Engineering.

Local Subjects:

Control, Robotics, Automation.

Internet of Things.

Industrial and Production Engineering.

Physical Description:

1 online resource (321 pages)

Edition:

1st ed. 2023.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2023.

Summary:

This book presents the proceedings of the ASEAN-Australian Engineering Congress (AAEC2022), held as a virtual event, 13–15 July 2022 with the theme “Engineering Solutions in the Age of Digital Disruption”. The book presents selected papers covering scientific research in the field of Engineering Computing, Network, Communication and Cybersecurity, Artificial Intelligence & Machine Learning, Materials Science & Manufacturing, Automation and Sensors, Smart Energy & Cities, Simulation & Optimisation and other Industry 4.0 related Technologies. The book appeals to researchers, academics, scientists, students, engineers and practitioners who are interested in the latest developments and applications related to addressing the Fourth Industrial Revolution (IR4.0).

Contents:

Intro

Foreword by Ir. Dennis Ong

Foreword by Prof. Jugdutt Singh

Preface

Acknowledgements

List of Reviewers

Contents

Artificial Intelligence and Machine Learning

A Systematic Literature Review on Determining the Effectiveness of Short-Term COVID-19 Prediction Models

1 Introduction

2 Objectives

2.1 Inclusion and Exclusion Criteria

2.2 Quality Assessment and Coding

3 Methods

3.1 Machine Learning Models

3.2 Deep Learning Models

3.3 Predictive Analysis

3.4 GLEM and Hybrid EAMA Models

3.5 Other Methods

4 Discussion

5 Conclusion

References

Cough Sound Disease Detection with Artificial Intelligence

2 Related Work

3 Methodology

4 Results

5 Discussion

6 Conclusion

Data Analysis of Fly Ash Geopolymer Compressive Strength Using Machine Learning Method

2 Methodology

2.1 Sample Preparation

2.2 Compressive Strength Test

2.3 Neural Network

3 Result and Discussion

3.1 Compressive Strength

3.2 Neural Network

4 Conclusion

5 Recommendations

Feature Reduction of Relational Oil Drilling Data Before Propositionalization and Harmonization by Measuring Relational Data Missingness

2 FSbP Via DAHFR

3 Data

4 Methodology

4.1 Determining a Baseline Feature

4.2 Relative Missing Rate Measurement

4.3 Feature Relevance Determination

4.4 Validation

5 Results and Discussion

Automation and Sensors

Investigation of the Effect of Polyvinyl Acetate Coating on Multiple U‐shaped Fibre Optic Sensors in Different Solution Conditions

2 Background

2.1 U‐shaped FOS

2.2 Polyvinyl Acetate (PVAc)

3.1 Equipment and Material Used

3.2 Fabrication of Fibre Probe.

3.3 Fibre Coating with Dripping Method Experiment

3.4 Glycerol Solution (RI) Experiment

3.5 Honey Solution (RI) Experiment

3.6 Data Analysis

4 Result and Discussion

4.1 Fibre Coating with Dripping Method Experiment

4.2 Glycerol Solution (RI) Experiment

4.3 Honey Solution (RI) Experiment

4.4 Sensor Prototype Testing Equipment

Temperature Modulation of Metal Oxide Semiconductor Gas Sensors for Black Pepper Geo-Tracing

2 Literature Review

4 Results and Discussion

Education 4.0

Online Learning: Students' Barriers and Feedback on the Instructional Delivery Methods

2 Materials and Methods

2.1 Target Respondent

2.2 Questionnaire Distribution

2.3 Questionnaire Design

2.4 Statistical Analysis

3 Results and Discussion

3.1 Students' Background

3.2 Students' Accessibility

3.3 Mode of Teaching

Appendix A

Rapid Transition from Offline to Online: The Teaching and Learning Experience in Engineering Education

2 To Blend or Not to Blend? A Question About Face-To-Face and Online Learning

3 Teaching and Learning During Circuit Breaker

4 Assessment and Academic Performance

Engineering Computing

A Task-Driven Visualization Framework for Diabetes Management

2 Conceptual Framework Overview

3 Input and Data Pre-processing

4 Data-Idiom-Task Linking

5 Visualization Generation

6 Output

7 Conclusion and Future Work

Experimental Studies on Horizontal Shear Capacity of Prestressed Beams Casted in Stages with Multiple-Stage Tendon Stressing as Compared to Various Codes

2 Description of Test Specimens.

3 Observation and Finding from Experiment Results

4 Evaluation of Interface Slip Resistance to Various Codes of Practice

Fabrication of Sulphonated Poly(Ether Ether Ketone) (SPEEK)-Calcium Oxide (CaO) Multilayer Membrane for Fuel Cell Application

2 Experimental

2.1 SPEEK Preparation

2.2 SPEEK Solution Preparation

2.3 Membrane Casting

2.4 Fourier Transform Infrared (FTIR)

2.5 Hydrogen Nuclear Magnetic Resonance (1H-NMR)

2.6 Morphology Study

2.7 Water Uptake

2.8 Proton Conductivity

3.1 FTIR Analysis

3.2 H-NMR Analysis

3.3 Morphology Study

3.4 Water Uptake Analysis

3.5 Proton Conductivity Analysis

4 Conclusions and Recommendations

Modification of Sulfonated Poly Ether Ether Ketone (SPEEK) Proton Exchange Membrane with Sodium Chloride for Fuel Cell Application

2.1 Material and Chemicals

2.2 Sulfonation of PEEK

2.3 Membrane Preparation

2.4 Characterization of SPEEK Polymer

2.5 Membrane Analysis

3.1 Functional Group Analysis

3.2 Degree of Sulfonation Study

3.3 Thermal Stability Study

3.4 Membrane Morphology

3.5 Tensile Strength

3.6 Water Uptake

3.7 Proton Conductivity

Performance of Palm Oil Fractions as Rejuvenators in Bitumen

3 Healing Rate of POF

4 Fourier Transform Infrared Spectroscopy (FTIR) Analysis of Bitumen

5.1 Healing Efficiency of POF

5.2 Anti-Aging Performance of POF

6 Conclusions

Simulation on Application of EMG Signals for DC Motor Control

2 EMG Data Preparation

3 SIMULINK Simulation

4 Results and Discussions

4.1 Classification Results.

4.2 Simulation Results

4.3 Simulation Based on EMG Signals from Five Sample Subjects

Smart Energy and Cities

Building Information Modeling (BIM) for Construction and Demolition Waste (CDW) Management: Scientometric and State-of-the-Art Review

2 Previous Reviews and Gap

3 Research Methodology

3.1 Bibliometric Search

3.2 Scientometric Analysis

3.3 Qualitative Discussion

4 Result of Scientometric Analysis

4.1 Overview of Literature Sample

4.2 Science Mapping of Journal Sources

4.3 Co-occurrence of Keywords

4.4 Citation of Articles

4.5 Countries Active in BIM for CDW Management Research

5 Qualitative Discussion

5.1 Current Research Areas

5.2 Research Gap and Future Research Direction

CFD Simulation of Smart Adaptive HVAC Vents for Efficient Cooling in Buildings

2 Adaptive Vents

3 CFD Simulation

3.1 Simulation Model

3.2 Test Scenarios

3.3 CFD Process Verification

4.1 Case 1: Standard Diffuser Performance

4.2 Case 2: Adaptive Vent Performance

Development of Smart HVAC Thermostat with AI Using Passive Infrared Sensors for Energy Saving

2.1 Related Works

3.1 Occupancy Detection Algorithm

3.2 Flow Simulation

3.3 Thermal Comfort

3.4 Room Model

3.5 Boundary Conditions

4.1 Simulation Results

4.2 Thermal Comfort

4.3 Energy Saving Strategy

Improving Construction Project Management Via 4D and 5D BIM in Sarawak: An Overview

2.1 BIM and Project Management

2.2 4D BIM: Scheduling

2.3 5D BIM: Costing

3.1 3D BIM Modelling

3.2 4D BIM Modelling.

3.3 5D BIM Modelling

4.1 Demographics of the Respondents

4.2 Advantages of 4D BIM

4.3 Advantages of 5D BIM

5 Conclusions

Investigation of Voltage Profile Variation and Stability of PV-Grid Interconnected System

2.1 Resources Assessment

2.2 Development of Power Management Scheme

2.3 Load Flow Analysis of the 9-Bus Topology with the Integration of FACTS

2.4 Contingency Analysis

3.1 The Implementation of FACTS into the Research Design

3.2 The Implementation of Contingency Analysis into the Research Design

Solar Photovoltaics Thermal Profiles Development and Visualization: Experimental, Numerical Analysis and Validation

3 Literature Review and Research Gap

4 Research Methodology

5.1 Implementation of Interpolation Algorithm

5.2 Validation

The Influence of Weather Regimes on Off-Grid Peer-To-Peer Energy Trading

2 Simulation Setup

UAV-Based Lane-Changing Reduction Using Traffic Video Analyser

2.1 Fieldwork Using UAV

2.2 Post-recording Analysis Using Traffic Video Analyser

3.1 Weaving in the Roundabout

3.2 Lane Change and Its Location in the Roundabout

Using Unmanned Aerial Vehicles for Traffic Flow Analysis at Large Multi-Lane Roundabout

2 Applications of UAV in Transport-Related Projects

3.1 Site Selection

3.2 Traffic Data Collection and Reduction with Video Camera

3.3 Traffic Data Collection and Reduction with UAV

4 Results and Discussion.

4.1 Comparison of Video Camera and UAV.

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Choo, Chung Siung Proceedings of ASEAN-Australian Engineering Congress (AAEC2022)

ISBN:

9789819955473

9819955475

OCLC:

1410824708