دانلود کتاب System Identification, Environmental Modelling, and Control System Design

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Front Matter....Pages I-XXVII
Front Matter....Pages 1-1
How Accurate Can Instrumental Variable Models Become?....Pages 3-25
Refined Instrumental Variable Methods for Hammerstein Box-Jenkins Models....Pages 27-47
Identifiability, and Beyond....Pages 49-68
Model Structure Identification and the Growth of Knowledge....Pages 69-96
Application of Minimum Distortion Filtering to Identification of Linear Systems Having Non-uniform Sampling Period....Pages 97-114
Averaging Analysis of Adaptive Algorithms Made Simple....Pages 115-131
Graphs for Dependence and Causality in Multivariate Time Series....Pages 133-151
Box-Jenkins Seasonal Models....Pages 153-170
State Dependent Regressions: From Sensitivity Analysis to Meta-modeling....Pages 171-190
Multi-state Dependent Parameter Model Identification and Estimation....Pages 191-210
On Application of State Dependent Parameter Models in Electrical Demand Forecast....Pages 211-227
Automatic Selection for Non-linear Models....Pages 229-250
Construction of Radial Basis Function Networks with Diversified Topologies....Pages 251-270
Front Matter....Pages 271-271
Application of Filtering Methods for Removal of Resuscitation Artifacts from Human ECG Signals....Pages 273-291
Progress and Open Questions in the Identification of Electrically Stimulated Human Muscle for Stroke Rehabilitation....Pages 293-318
Front Matter....Pages 319-319
Data-Based Mechanistic Modelling: Natural Philosophy Revisited?....Pages 321-340
Identification and Representation of State Dependent Non-linearities in Flood Forecasting Using the DBM Methodology....Pages 341-366
Transport and Dispersion in Large Rivers: Application of the Aggregated Dead Zone Model....Pages 367-382
Stochastic and Robust Control of Water Resource Systems: Concepts, Methods and Applications....Pages 383-401
Real-Time Optimal Control of River Basin Networks....Pages 403-421
Front Matter....Pages 319-319
Modelling of Rivers for Control Design....Pages 423-447
Modelling Environmental Change: Quantification of Impacts of Land Use and Land Management Change on UK Flood Risk....Pages 449-481
Hydrological Catchment Classification Using a Data-Based Mechanistic Strategy....Pages 483-500
Application of Optimal Nonstationary Time Series Analysis to Water Quality Data and Pollutant Transport Modelling....Pages 501-518
Input-Output Analysis of Phloem Partitioning Within Higher Plants....Pages 519-532
Chaos Theory for Modeling Environmental Systems: Philosophy and Pragmatism....Pages 533-555
Front Matter....Pages 557-557
Linear and Nonlinear Non-minimal State Space Control System Design....Pages 559-581
Simulation Model Emulation in Control System Design....Pages 583-597
Predictive Control of a Three-Phase Regenerative PWM Converter....Pages 599-614
SSpace: A Flexible and General State Space Toolbox for MATLAB....Pages 615-636
Back Matter....Pages 637-645