The exhaustive list of topics in Process Monitoring And Fault Diagnosis in which we provide Help with Homework Assignment and Help with Project is as follows:
- Architecture of Monitoring and Diagnostic Systems Sensing
- Processing and Decision Systems.
- Systems and Signal Models: Normal and Faulty.
- Residual Generation : Linear I/O Models (Continuous and Discrete Time).
- Residual Generation : Linear I/O Models (Continuous and Discrete Time).
- State Estimation : State Observers.
- State Estimation : Kalman Filter.
- Residual Generation with State Estimators..
- Residual Generation for Nonlinear Systems : Extended Kalman Filters.
- Robust Residual Generations.
- Structured Residual Generation.
- Structured Residual Generation.
- Residual Generation Overview.
- Parameter Estimations of Dynamic Models.
- Parameter Estimation Approach to Diagnosis.
- Identificability
- Diagnosability
- Observability.
- Statistical Hypothesis Testing.
- Change Detection in Statistical Parameters of Signals.
- Change Detection in Dynamic Systems.
- Approaches to signal feature extraction : times frequency and time-frequency domain.
- Failure diagnosis as a classification problem.
- Statistical Patterns Classification.
- Artificial Neural Network based Pattern Classifiers.
- Discrete-Event and Hybrid Systems.
- Discrete-Event Systems Models : Examples.
- Theory of Failure Diagnosis for DES : Formulation and Concept of Diagnosis.
- Theory of Failure : Diagnoser and Diagnosability.
- PMFD Case Studies and Examples : Automotive Applications.
- PMFD Case Studies and Examples : Industrial Applications.
- Fault Tolerant Control : Motivation, Issues and Algorithms.
- Fault tolerant Control of Aerospace Systems.
- Adaptive Supervisory Control of Industrial Systems.
- Conclusion.