Methods and Applications for Modeling and Simulation of Complex Systems

ISBN-13: 9789819972395 / Angielski / Miękka / 2023

Opis

This book constitutes the refereed proceedings of the 22nd Asia Simulation Conference on Methods and Applications for Modeling and Simulation of Complex Systems, AsiaSim 2023, held in Langkawi, Malaysia, during October 25–26, 2023.

The 77 full papers included in this book were carefully reviewed and selected from 164 submissions. They were organized in topical sections as follows: Modelling and Simulation, Artificial intelligence, Industry 4.0, Digital Twins Modelling, Simulation and Gaming, Simulation for Engineering, Simulation for Sustainable Development, Simulation in Social Sciences.

Spis treści

FPGA Based Accelerator for Image Steganography.- Research on Data Acquisition and Real-Time Communication for Intelligent Manufacturing Training Equipment Based on Model of Things and Intranet Penetration.- Research on Intelligent Manufacturing Training System Based on Industrial Metaverse.- Convolutional Transformer Network: Future Pedestrian Location in First-Person Videos Using Depth Map and 3D Pose.- Conceive-Design-Implement-Operate (CDIO) Approach in Producing Wiring Projects for Domestic Electrical Wiring Course.- Students' Digital Readiness in Vocational College for Industrial Revolution 4.0.- Implementing Blockchain Technology for Accreditation and Degree Verification.- Factors Influencing the Digital Skills of Technical Education Students.- Ballet Gesture Recognition and Evaluation System (Posé Ballet): System Thinking, Design Thinking, and Dynamic Improvement in Three Versions from Laboratory to Art Gallery.- Structured Teaching Using Drone Simulators for Students' Confidence in Real Flight.- Use of Drone Flight Simulator for Bridging Theories of UAV Systems into Practice: A Pilot Study.- Enhancement of System Network Based on Voltage Stability Indices Using FACTS Controllers.- Analysis of Multi Criteria Decision Making (MCDM) Techniques for Load Shedding in Islanded Distributed System.- Comparison of Diesel and Green Ship Carbon Emissions with A-Star Route Optimization.- A Model Validation Method Based on Convolutional Neural Network.- A Multiview Approach to Tracking People in Crowded Scenes Using Fusion Feature Correlation.- Prototype Learning Based Realistic 3D Terrain Generation from User Semantics.- Research on Matrix Factorization Recommendation Algorithm Based on Local Differential Privacy.- Enhancing Face Recognition Accuracy Through Integration of YOLO v8 and Deep Learning: A Custom Recognition Model Approach.- NARXNN Modeling of Ultrafiltration Process for Drinking Water Treatment.- Improvement of Vision-Based Hand Gesture Recognition System with Distance Range.- Synthetic Data Generation for Fresh Fruit Bunch Ripeness Classification.- Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia: A Review.- Up Sampling Data in Bagging Tree Classification and Regression Decision Tree Method for Dengue Shock Syndrome Detection.- Real-Time Crack Classification with Wall-Climbing Robot Using MobileNetV2.- Estimation of Remaining Useful Life for Turbofan Engine Based on Deep Learning Networks.- Simulation Design of Reinforcement-Based Migration System in Software-Defined Networking Using Q-Learning.- A Preliminary Study on the Possibility of Scene Captioning Model Integration as an Improvement in Assisted Navigation for Visually Impaired Users.- Smart Agriculture: Transforming Agriculture with Technology.- WebGIS Visualization of Infectious Disease Clustering with a Hybrid Sequential Approach.- Lessons Learned from the Pandemic Precautions: A Case Study of Monitoring Compliance of Physical Distancing During Covid-19 in Al-Zaytoonah University of Jordan Using Object Tracking System.- Research on Security Assets Attention Networks for Temporal Knowledge Graph Enhanced Risk Assessment.- Parameter Study on the Use of Artificial Intelligence to Optimize Response to Unattended Bags to Increase Airport Security.- Revolutionizing Plant Disease Detection with CNN and Deep Learning.- Comparative Analysis of Machine Learning Algorithms in Vehicle Image Classification.- Evaluation of Linear Imputation Based Pediatric Appendicitis Detection System Using Machine Learning Algorithm.- MMoE-GAT: A Multi-Gate Mixture-Of-Experts Boosted Graph Attention Network for Aircraft Engine Remaining Useful Life Prediction.- Integrating Dynamic Limiting Mechanism in Electric Scooter to Mitigate Range Anxiety via SoC-Tracking Range-Enhancement Attachment (STRETCH).- Atrial Fibrillation Detection Based on Electrocardiogram Features Using Modified Windowing Algorithm.