Proceedings of ASEAN-Australian Engineering Congress (AAEC2022) : Engineering Solutions in the Age of Digital Disruption

• Autore: Choo Chung Siung
• Pubblicazione: Singapore : , : Springer, , 2023; ©2023
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (321 pages)
• Disciplina: 620.00285
• Altri autori: WongBasil T SharkawiKhairul Hafiz Bin KongDaniel
• Nota di contenuto: 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 -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Data Analysis of Fly Ash Geopolymer Compressive Strength Using Machine Learning Method -- 1 Introduction -- 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 -- References -- Feature Reduction of Relational Oil Drilling Data Before Propositionalization and Harmonization by Measuring Relational Data Missingness -- 1 Introduction -- 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 -- 6 Conclusion -- References -- Automation and Sensors -- Investigation of the Effect of Polyvinyl Acetate Coating on Multiple U‐shaped Fibre Optic Sensors in Different Solution Conditions -- 1 Introduction -- 2 Background -- 2.1 U‐shaped FOS -- 2.2 Polyvinyl Acetate (PVAc) -- 3 Methodology -- 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 -- 5 Conclusion -- References -- Temperature Modulation of Metal Oxide Semiconductor Gas Sensors for Black Pepper Geo-Tracing -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results and Discussion -- 5 Conclusion -- References -- Education 4.0 -- Online Learning: Students' Barriers and Feedback on the Instructional Delivery Methods -- 1 Introduction -- 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 -- 4 Conclusion -- Appendix A -- References -- Rapid Transition from Offline to Online: The Teaching and Learning Experience in Engineering Education -- 1 Introduction -- 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 -- 5 Conclusion -- References -- Engineering Computing -- A Task-Driven Visualization Framework for Diabetes Management -- 1 Introduction -- 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 -- References -- Experimental Studies on Horizontal Shear Capacity of Prestressed Beams Casted in Stages with Multiple-Stage Tendon Stressing as Compared to Various Codes -- 1 Introduction -- 2 Description of Test Specimens. ; 3 Observation and Finding from Experiment Results -- 4 Evaluation of Interface Slip Resistance to Various Codes of Practice -- 5 Conclusion -- References -- Fabrication of Sulphonated Poly(Ether Ether Ketone) (SPEEK)-Calcium Oxide (CaO) Multilayer Membrane for Fuel Cell Application -- 1 Introduction -- 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 Results and Discussion -- 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 -- References -- Modification of Sulfonated Poly Ether Ether Ketone (SPEEK) Proton Exchange Membrane with Sodium Chloride for Fuel Cell Application -- 1 Introduction -- 2 Experimental -- 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 Results and Discussion -- 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 -- 4 Conclusion -- References -- Performance of Palm Oil Fractions as Rejuvenators in Bitumen -- 1 Introduction -- 2 Materials and Methods -- 3 Healing Rate of POF -- 4 Fourier Transform Infrared Spectroscopy (FTIR) Analysis of Bitumen -- 5 Results and Discussion -- 5.1 Healing Efficiency of POF -- 5.2 Anti-Aging Performance of POF -- 6 Conclusions -- References -- Simulation on Application of EMG Signals for DC Motor Control -- 1 Introduction -- 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 -- 5 Conclusion -- References -- Smart Energy and Cities -- Building Information Modeling (BIM) for Construction and Demolition Waste (CDW) Management: Scientometric and State-of-the-Art Review -- 1 Introduction -- 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 -- 6 Conclusion -- References -- CFD Simulation of Smart Adaptive HVAC Vents for Efficient Cooling in Buildings -- 1 Introduction -- 2 Adaptive Vents -- 3 CFD Simulation -- 3.1 Simulation Model -- 3.2 Test Scenarios -- 3.3 CFD Process Verification -- 4 Results -- 4.1 Case 1: Standard Diffuser Performance -- 4.2 Case 2: Adaptive Vent Performance -- 5 Conclusion -- References -- Development of Smart HVAC Thermostat with AI Using Passive Infrared Sensors for Energy Saving -- 1 Introduction -- 2 Literature Review -- 2.1 Related Works -- 3 Methodology -- 3.1 Occupancy Detection Algorithm -- 3.2 Flow Simulation -- 3.3 Thermal Comfort -- 3.4 Room Model -- 3.5 Boundary Conditions -- 4 Results and Discussion -- 4.1 Simulation Results -- 4.2 Thermal Comfort -- 4.3 Energy Saving Strategy -- 5 Conclusion -- References -- Improving Construction Project Management Via 4D and 5D BIM in Sarawak: An Overview -- 1 Introduction -- 2 Literature Review -- 2.1 BIM and Project Management -- 2.2 4D BIM: Scheduling -- 2.3 5D BIM: Costing -- 3 Methodology -- 3.1 3D BIM Modelling -- 3.2 4D BIM Modelling. ; 3.3 5D BIM Modelling -- 4 Results and Discussions -- 4.1 Demographics of the Respondents -- 4.2 Advantages of 4D BIM -- 4.3 Advantages of 5D BIM -- 5 Conclusions -- References -- Investigation of Voltage Profile Variation and Stability of PV-Grid Interconnected System -- 1 Introduction -- 2 Methodology -- 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 Results and Discussion -- 3.1 The Implementation of FACTS into the Research Design -- 3.2 The Implementation of Contingency Analysis into the Research Design -- 4 Conclusion -- References -- Solar Photovoltaics Thermal Profiles Development and Visualization: Experimental, Numerical Analysis and Validation -- 1 Introduction -- 2 Objectives -- 3 Literature Review and Research Gap -- 4 Research Methodology -- 5 Results and Discussion -- 5.1 Implementation of Interpolation Algorithm -- 5.2 Validation -- 6 Conclusion -- References -- The Influence of Weather Regimes on Off-Grid Peer-To-Peer Energy Trading -- 1 Introduction -- 2 Simulation Setup -- 3 Results and Discussion -- 4 Conclusion -- References -- UAV-Based Lane-Changing Reduction Using Traffic Video Analyser -- 1 Introduction -- 2 Methodology -- 2.1 Fieldwork Using UAV -- 2.2 Post-recording Analysis Using Traffic Video Analyser -- 3 Results and Discussion -- 3.1 Weaving in the Roundabout -- 3.2 Lane Change and Its Location in the Roundabout -- 4 Conclusion -- References -- Using Unmanned Aerial Vehicles for Traffic Flow Analysis at Large Multi-Lane Roundabout -- 1 Introduction -- 2 Applications of UAV in Transport-Related Projects -- 3 Methodology -- 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.
• Titolo autorizzato: Proceedings of ASEAN-Australian Engineering Congress (AAEC2022)
• ISBN: 981-9955-47-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910765488203321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Electrical Engineering Series