International Congress and Workshop on Industrial AI 2021

Condition Monitoring of Hyradulic Cylinder Seals Using Acoustic Emissions.- Online Condition Monitoring of Engines by a Deep Analysis of the Electrical Conductivity and Relative Permittivity Changes of the Lubricant.- A Kalman Filter Based Time Series ARX Model  for Force Identification.- Playing an Electromagnetic Pinball Machine by an AI Trained with Reinforcement Learning.- The Research of Civil Aero-Engine Remaining Useful Life Estimation Based on Gaussian Process.- Observed and Un-Observed Risk Factors Effect on Reliability Performance - A Case Study.- Spare Part Management Considering Risk Factors.- Using High-Frequency Vibration Signals for Gear Wear Assessment in Lieu of Acoustic Emission Signals.- Monitoring Gear Wear with Transmission Error.- Designing of a Framework for the Implementation of RCM Using SWOT Analysis.- Similarity Life Prediction Based on FPCA and Multi-Source Information Fusion.- Remaining Useful Life Prediction Techniques Based on Convolutional Autocoderand Long Short Time Memory Network.- Condition Based Maintenance of HVAC on a High-Speed Train for Fault Detection.- Free-Text Data Analysis on Breakdown Reports using Natural Language Processing and Machine Learning.- Why EMD and Similar Decompositions Should not be Used for Bearing Diagnostics.- Data-Driven Railway Maintenance Planning Based on Predictive Modelling of Track Geometry Degradation.- Cost and Revenue Streams Estimation for Novel Open Data Based Electric Vehicle Service and Maintenance Ecosystem Driven Platform Solution.- An ICT System for Gravel Road Maintenance - Information and Functionality Requirements.- Towards Intelligent Data Analytics in Industry 4.0: A Case Study in Power Transfer Unit.- Data Driven Optimal Design of Reverse Logistics Network for Used Lithium-ion Batteries in Sweden.- Framework for Extracting and Structuring Raw Data to Strengthen Proactive Decision Making in Maintenance.- Autonomous Anomaly Detection and Handling of Spatiotemporal Railway Data.- Organization Resilience Estimation: Application of Expert Judgment.- Maintenance Crew Scheduling in a Train Operating Company.- The Performance and Operating Environment Based Importance Measure.- Industrial Equipment's Throughput Capacity Analysis.- The Resilience Alteration by Risk Factors in Industrial Equipment.- Analysis of Systematic Influences on the Insulation Resistance of Electronic Railway Interlockings.- Early Fault Detection Based on Wind Turbine SCADA Data Using CNNs.- Hybrid Fault Diagnosis Algorithm of Nuclear Power Plants Based on Improved PCA and SVM.- AI Based Inspection of Commercial Aircrafts by UAS.- Research on Fault Diagnosis Technology of Nuclear Power Plant Based on KNN-SDG Method.- Comprehensive Monitoring of Large Industrial Systems and Fault Data Recovery.- Research on Fault Diagnostic Technology of Nuclear Power Plants Based on Random Forest Algorithm.- Evaluation of Contact-Type Failure Using Frequency Fluctuation Caused by Nonlinear Wave Modulation Utilizing Self-Excited Ultrasonic Vibration.- Learning-Based Diagnosis of Multiple Faults in Rotating Machinery.- Evaluation of Convolutional Neural Networks and Transfer Learning for Bearing Corrosion Inspection.- Condition-Based Maintenance Optimization Based On Matrix Algebra.- Performance Evaluation of Wind Turbine Based on Cointegration.- The Application Prospects and Problems of Prognostics and Health Management Technology in Nuclear Power Plants.- Metadata Inference on Building Sensor Data.- Optimised Hybrid Model for Rolling Stock Propulsion Subsystem Decommissioning and Refurbishment.- Combining Spectral Coherence with Informative Frequency Band Features for Condition Monitoring Under Time-Varying Operating Conditions.- Vibration Measurements and Modal Analysis on a Turntable.- Blockchain Technology for Information Sharing and Coordination to Mitigate the Bullwhip Effect in Service Supply Chain.- Data Driven Maintenance - a Promising Way of Action for Future Industrial ServicesManagement.- Realization and Performance Evaluation of a Vibration Monitoring Module by Multiple MEMS Accelerometer Integrations.- Rail View, Sky View and Maintenance Go -  Digitalisation within Railway Maintenance.- Reality Lab Digital Railway - Digitalisation for Sustainable Development.- Hierarchical Bayesian Model for Maintenance Planning of Railway Track.- A Procedure for Dynamic Adjustment of Safety Parameters for Communication Channel with Required SIL at Run Time.- A Novel Method to Improve The Accuracy and Capability of Blade Vibration Parameter Identification During a Fast Run-Up Process.- Design of Active Balancing Device for Turbo Generator Set.- Multi-Dimensional Movement Measurement of Rotating Blade Based on Blade Tip Timing.- Operational Security in the Railway- The Challenge.- Design For Vibration-based Fault Diagnosis Model, Integrating AI and IIoT.- Statistical Representation of Railway Track Irregularities Using Wavelets.- Blockchain Application in Enhancing Railway Cybersecurity.- Use of Artificial Intelligence in Mining: An Indian Overview.- Symbolic Representation of Knowledge for the Development of Industrial Fault Detection Systems.- Fault Diagnosis of Reciprocating Compressor Based on Stacked Auto-encoder and Back-Propagation.- A Novel Intelligent Compound Fault Diagnosis Method for Piston Engine Valves Using Improved Deep Convolutional Neural Network.- Multiunit Fusion Learning in the Application of Gearbox Fault Intelligent Classification Under Uncertain Speed Condition.- Health Assessment of Hydraulic Pump Based on Empirical Mode Decomposition and Random Forest.- Maintenance 4.0: A State of the Art Approach for Analysis of Condition Monitoring (CM) Data and Decision Making.- Deep Learning for Computer Vision in Railway Applications.- Intelligent Diagnosis of Planetary Gear Fault Based on Continuous Vibration Separation and Convolutional Neural Networks.- Fault Simulation of Gearbox Based on Digital Twin Technology.- Application of Artificial Neural Network for Rail Fastener Detection from Differential Eddy Current Measurement.- Application of Machine Learning in Prognosis of Track Geometry Irregularities.- Modelling Track Geometry Degradation Using Survival Analysis: A Case Study.- Development of Cassava Peeling Machine and Optimisation of its Mechanical Parameters.- Determination of Some Physical and Mechanical Properties of Fluted Pumpkin Essential to Design of Processing and Handling Machine and Equipments.- Fault Diagnosis Capability of Shallow vs Deep Neural Networks for Small Modular Reactor.- Reliability Based Design of Automated Fault Diagnosis Algorithms for Nuclear Power Plants.- Smart Online Monitoring of Industrial Pipeline Defects.- Hybrid Model Development for HVAC System in Passenger Trains for Condition Monitoring.- Condition Monitoring System for an Extruder Line.- SVM Based Vibration Analysis for Effective Classification of Machine Conditions.- A Survey on Machine Learning Application in Root Cause Analysis of Faults and Accidents in Railway Infrastructure.- A Model Based Iteration Method for the Oil Film Dynamic Coefficients Identification of Journal Bearings.- Investigation of Lubrication Effects on Wheel Dynamic Behaviours via Experiments on a Twin Disc Test Rig.- On-Rotor Sensing Based Planetary Geabox Fault Detection and Diagnosis.- Validation Framework of Bayesian Networks in Asset Management Decision-Making.- White Noise Assisted Approach for Life Prediction of Deep Groove Ball Bearing Using Ensemble Empirical Mode Decomposition.