Condition monitoring technologies and systems
Dynamical system analysis
Modal analysis
Architecture of condition monitoring systems
Noise and vibration of assets
Condition monitoring via performance characteristics
Computational fluid dynamics for condition monitoring
Computational methods for condition monitoring
Adaptation of condition monitoring technologies
Lubrication, tribology and tribo-vibroacoustics for condition monitoring
Non-destructive testing and evaluation (NDTE): technologies and systems
Communication for condition monitoring
Design improvement via condition monitoring
Condition monitoring: case studies
Digitalization for condition monitoring
Hardware and software platforms for condition monitoring systems
Structural health monitoring technologies and systems
Wireless techniques and systems for condition monitoring
Sensors and Data Acquisition
Measurement for condition monitoring
Sensor fusion
Embedded sensors
Data mining and fusion
Energy harvesting sensors
Internet of things and services
Non-destructive testing and evaluation (NDTE): technologies and systems
Signal Processing and Machine Learning
time, frequency and time-frequency signal processing
Multiresolution analysis
Linear and nonlinear signal processing
Big data, data analytics and smart data management
Image processing
Finite element analysis
High performance computing
Pattern recognition, machine learning and artificial intelligence
Machine learning-based feature extraction
Fault Diagnosis and Prognostics
Fault detection and classification
Physics of failure, failure modes
Failure consequences
Failure assessment
Root cause analysis of faults
Root cause analysis techniques
Root cause analysis: case studies
Remaining useful life (RUL) estimation
Predictive maintenance strategies
AI and deep learning in fault diagnosis
Model and data driven prognostics
Fatigue and fracture prognosis
Prognostics: case studies
Materials
Materials manufacturing and characterization
Strain/Stress analysis
Fatigue and fracture
Maintenance and Reliability
Maintenance management 4.0 strategy
Health & safety in maintenance
Risk based maintenance and risk management
Asset management systems
Sustainability of complex assets
Repair and overhaul
Life-cycle analysis for maintenance
Through-life support
Maintenance: case studies
Reliability centered maintenance
Reliability engineering and management
Design for optimal maintainability
Equipment troubleshooting
Industrial Applications of Condition Monitoring
Logistics and spare part management, maintenance supply chain
Manufacturing systems and smart factories
Electrical and Power System Monitoring
Condition Monitoring in Transportation Systems
Nano technologies for condition monitoring
Robotics for condition monitoring and maintenance
Standards, Education, and Case Studies
Training and certification for condition monitoring and maintenance
Standard and new sensors and actuators
Standards for condition monitoring and maintenance
Condition monitoring and maintenance education