Process Control and Dynamics

  1. Process Identification and Modeling
    1. System Identification Concepts
      1. Model Structure Selection
        1. Parameter Estimation
          1. Model Validation
          2. Experimental Design
            1. Input Signal Design
              1. Test Signal Types
                1. Data Collection Guidelines
                2. Parametric Identification
                  1. ARX Models
                    1. ARMAX Models
                      1. Output Error Models
                        1. Box-Jenkins Models
                        2. Non-Parametric Identification
                          1. Step Response Methods
                            1. Frequency Response Methods
                              1. Correlation Analysis
                              2. Model Validation Techniques
                                1. Residual Analysis
                                  1. Cross-Validation
                                    1. Information Criteria

                                  Previous

                                  11. Digital Process Control

                                  Go to top

                                  Next

                                  13. Industrial Applications and Case Studies