APARM 2024: THE 11TH ASIA-PACIFIC INTERNATIONAL SYMPOSIUM ON ADVANCED RELIABILITY AND MAINTENANCE MODELING
PROGRAM

Days: Monday, August 26th Tuesday, August 27th Wednesday, August 28th Thursday, August 29th Friday, August 30th

Monday, August 26th

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Tuesday, August 27th

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09:20-10:20 Session 1: Keynote 1
09:20
Multimodel Inference in Software Reliability (abstract)
10:20-10:40Coffee Break
10:40-12:00 Session 2A: Maintenance I
10:40
Optimal preventive maintenance policy for a proportional resilience system with Weibull lifetime (abstract)
11:00
Exact expressions for simple repair policies for coherent systems with simultaneous failures (abstract)
11:20
Replacement last policy under shock damage interaction (abstract)
11:40
A note on block type policies with Markovian opportunity arrival process (abstract)
10:40-12:00 Session 2B: Reliability I
10:40
A physics-informed predictive scheme for predicting low-cycle fatigue life and reliability of aerospace materials under multiaxial loading conditions (abstract)
11:00
Analysis of fatigue behavior under multiaxial loading environment and calculation of low-cycle fatigue life in TC4 alloy (abstract)
11:20
Remaining Useful Life Prediction of Lithium-ion Batteries with Rest Effect (abstract)
11:40
An Adaptive Mixture Prior in Bayesian Convolutional Autoencoder for Early Detecting Anomalous Degradation Behaviors in Lithium-Ion Batteries (abstract)
12:00-14:00Lunch Break
14:00-15:00 Session 3A: Special Session: Stochastic Process Based Modelling for Reliability Systems
14:00
Reliability Analysis for Warm Standby Systems with Two Different Spare Areas (abstract)
14:20
Balanced Systems by Considering Multi-state Competing Risks Under Degradation Processes (abstract)
14:40
Reliability analyses of linear two-dimensional consecutive k-type system (abstract)
14:00-15:00 Session 3B: Reliability II
14:00
Exploring the Dependency Relationship between Software Bug Prediction and Information Criteria (abstract)
14:20
Deriving the confidence interval for the cumulative number of software faults using parametric simulation (abstract)
14:40
Prediction of the software faults using deep neural networks (abstract)
15:00-15:20Coffee Break
15:20-16:20 Session 4A: Special Session: Stochastic Process Based Modelling for Reliability Systems
15:20
Reliability analysis of system with self-healing components and neglected downtime (abstract)
15:40
Reliability and Safety Analysis of Load-Dependent System with Cascading Failures (abstract)
16:00
A general preventive maintenance framework of a production system considering dynamic maintenance accessibility (abstract)
15:20-16:40 Session 4B: Statistics
15:20
An Approach to Switching Quantile Regressions for bounded data (abstract)
15:40
Mixture Regression Models for Skew Data (abstract)
16:00
A note on asymmetric dependence modeling by combined copulas for bivariate reliability analysis (abstract)
16:20
Generating Synthetic Warranty Data (abstract)
Wednesday, August 28th

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09:20-10:20 Session 5: Keynote 2
09:20
Recent Research Progresses on Optimal System Reliability Design (abstract)
10:20-10:40Coffee Break
10:40-12:00 Session 6A: Machine Learning I
10:40
Data Fusion and Feature Selection for Multiclass Classification (abstract)
11:00
Reliable comparison and determination of performance of classification models (abstract)
11:20
Deep reinforcement learning based resilient microgrid expansion planning considering power supply flexibility (abstract)
11:40
A Heuristic Improvement of Anomalous Sound Detection by Compound Scaling in Deep Learning
10:40-12:00 Session 6B: Reliability III
10:40
Optimal Designs for Gamma Accelerated Degradation Tests with Quadratic Stress Relation (abstract)
11:00
Evaluation of software reliability models based on Hawkes process (abstract)
11:20
Estimating Metrics-Based Software Reliability Models with Elastic Net
11:40
Reliability and failure mechanisms of thermal imaging modules undergone highly accelerated stress tests (abstract)
12:00-14:00Lunch Break
14:00-15:20 Session 7A: Special Session: Advances in Reliability Assessment and Maintenance Optimization
14:00
Maintenance Policy for Deteriorating k-out-of-n Systems Subject to Random Shocks (abstract)
14:20
Joint optimization of maintenance and spare unit management with partial observations (abstract)
14:40
On Planning Accelerated Life Tests for Model Selection (abstract)
15:00
Dynamic Assessment of Mission Reliability for Autonomous Vehicles Considering Mission Criticality (abstract)
14:00-15:00 Session 7B: Security and Safety
14:00
Optimal cybersecurity investment and green hydrogen supply chain reliability under supply disruption risk (abstract)
14:20
Advancing Layer of Protection Analysis (LOPA) and Augmented Analytics System to Optimize SIL in Train Automatic Door Systems (abstract)
14:40
Describing Behavior of Safety-Related Systems with Proof-Testing and Its Applications (abstract)
15:20-15:40Coffee Break
15:40-17:00 Session 8A: Special Session: Advances in Reliability Assessment and Maintenance Optimization
15:40
Estimation Method Based on SRGM Using Uncertain Fault Information on Open BTS (abstract)
16:00
Subsampling Approach for Massive Lifetime Data Analysis (abstract)
16:20
A Bayesian Robust Regression Method for Corrupted Space Solar Array Data Reconstruction (abstract)
16:40
Performability Assessment Measure Based on Deep Learning for Open Source Software (abstract)
15:40-17:00 Session 8B: Quality Control
15:40
Developing the MAIC Model for the Key Component of Spindle Floating Seat Utilizing Process Capability Indices (abstract)
16:00
Evaluate the yield rate of multi-process products using the Six Sigma DMAIC method (abstract)
16:20
Constructing a Variables Two-Plan Sampling System for Validation of Product Reliability (abstract)
16:40
A modified repetitive group sampling plan with a switching rule (abstract)
Thursday, August 29th

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09:20-10:20 Session 9: Keynote 3
09:20
Mean Residual Life-based Replacement in Multi-Unit Systems (abstract)
10:20-10:40Coffee Break
10:40-12:00 Session 10A: Maintenance II
10:40
The Optimal Post-Warranty Age Replacement Policy Allowing A Number of Minimal Repairs for the Second-Hand Product (abstract)
11:00
Integration Model of Maintenance and Spare Provisioning by Considering Spare parts Deterioration and Leadtime Delay (abstract)
11:20
Availability Characteristics of Repairable Systems with Two Types of Components and Working Breakdown (abstract)
11:40
Adynamic predictive maintenance framework for multiple components based on remaining useful life prediction (abstract)
10:40-12:00 Session 10B: Economics
10:40
A Novel Aggregation Algorithm to Group Dinner Recommendation (abstract)
11:00
An Optimal Budget Allocation Problem Considering Product Development and Market Penetration (abstract)
11:20
Strategy of Capital Investment Decision-Making by Integrating Engineering Analysis to Financial Analysis at the Corporate Level for the Electricity Company Sustainability (abstract)
11:40
Solution Algorithm for the Portfolio Optimization Problems of Real Estate Investment Trust Using Genetic Algorithm (abstract)
12:00-14:00Lunch Break
14:00-15:00 Session 11A: Maintenance III
14:00
Dynamic maintenance optimization of multi-indenture systems (abstract)
14:20
Mean residual Life-based Maintenance of Lamp Systems (abstract)
14:40
Reliability Analysis for Multi-Machine System with Heterogeneous Failure Modes and Unstable Repairman (abstract)
14:00-15:00 Session 11B: Optimization
14:00
Enhancing Transmission Reliability through Optimal Component Assignment-A Hybrid Genetic Algorithm and Monte Carlo Simulation Approach (abstract)
14:20
Enhancing Metaheuristic Algorithms for the Component Assignment Problem of Sliding Window Systems (abstract)
14:40
Efficient Obtaining Initial Population of Genetic Algorithm for Pareto Solutions of Bi-objective Network (abstract)
15:00-15:20Coffee Break
15:20-17:00 Session 12A: Special Session: Performance Evaluation and Optimization of Complex Systems
15:20
Analysis of brain network resilience in patients with major depression based on EEG data (abstract)
15:40
A general model for redundancy allocation problem based on Markov chain (abstract)
16:00
A novel importance measure for multi-constrained selective maintenance optimization (abstract)
16:20
Aero-engine remaining useful life prediction with missing data using diffusion model (abstract)
16:40
Resilience of trade network in uncertain environment based on trade data (abstract)
15:20-16:40 Session 12B: Network Reliability
15:20
Reliability Evaluation for a Stochastic-Flow Production Network with Automatic and Manual Lines (abstract)
15:40
Resilience of Networks with Edge Capacities and Node Weights (abstract)
16:00
Searching for Optimal Strategies in Maximum Flow Network Interdiction (abstract)
16:20
A Fast Algorithm for a Quickest Path Flow System Reliability Problem Using a Monte Carlo Method (abstract)
Friday, August 30th

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09:00-10:00 Session 13A: Maintenance IV
09:00
A Condition-based Replacement Policy for Reparable Items from Heterogeneous Populations (abstract)
09:20
Spatio-Temporal Diffusion Process for Image Degradation Modeling and Condition-Based Maintenance (abstract)
09:40
Optimal CBM Policy for a Degrading System with two Weighted Components (abstract)
09:00-10:00 Session 13B: Performance Evaluation
09:00
Exploring Intra-telecom Service Switching from 4G to 5G: A Migration Model Lens (abstract)
09:20
Performance analysis of hybrid systems with setup and delayed-off policy (abstract)
09:40
On a Queueing Model with Two Kinds of Working Vacations (abstract)
10:00-10:20Coffee Break
10:20-12:00 Session 14A: Special Session: Advanced Reliability / Maintenance Modeling and Their Application
10:20
New Schemes of Mean Deviation, Redundant x Units and Scalability in Reliability Theory (abstract)
10:40
Measures to minimize sales support costs for financial service providers to continue doing business with corporate clients (abstract)
11:00
Optimal Execution Times with Forward and Backward Recoveries (abstract)
11:20
Reliability Evaluation of a Server System with Multiple Types of Attacks (abstract)
11:40
Modified Reliability Model of High-performance and Flexible Protocol with Hybrid ARQ (abstract)
10:20-11:40 Session 14B: Machine Learning II
10:20
Enhancing Small Object Detection with YOLOv7tiny-SPD: A Case Study on Asian Hornet Identification for Ecosystem Preservation (abstract)
10:40
Assessing Creation Methods of Word Embedding Models for Analyzing and Repairing Classical Japanese Literature (abstract)
11:00
Preliminary Study on Liquor Impurities Detection Using Deep Learning and Machine Vision (abstract)
11:20
Improving Machine Learning Models with Feature Selection for Predicting Mortality in Chronic Hemodialysis Patients (abstract)
12:15-13:30Lunch Break