Can I read Dynamic Data-Driven Simulation : Real-Time Data for Dynamic System Analysis and Prediction (328 Pages) on EtoBox?

Dynamic Data-Driven Simulation : Real-Time Data for Dynamic System Analysis and Prediction (328 Pages) by Xiaolin Hu is a book available to read on EtoBox.

What is Dynamic Data-Driven Simulation : Real-Time Data for Dynamic System Analysis and Prediction (328 Pages) about?

Contents 12 Preface 8 About the Author 10 List of Tables 16 List of Figures 18 1. Introduction 26 1.1 Why This Book? 26 1.2 Scope and Structure of the Book 28 Part 1: Foundation 32 2. Dynamic System, Simulation, and Data 34 2.1 Dynamic System and Simulation 34 2.2 Framework for Modeling and Simulation 39 2.3 Offline Simulation and Online Simulation 42 2.4 The Rise of Data 45 2.5 Connecting Data to Simulation 48 2.5.1 Initial state 49 2.5.2 Model parameters 51 2.5.2.1 Model calibration and validation 53 2.5.3 External input 54 2.5.4 Simulation output 56 2.6 Combining Simulation Model and Real-Time Data 56 2.7 Data Modeling vs. Simulation Modeling 59 2.7.1 What is needed for developing a model? Data vs. system knowledge 62 2.7.2 What does a model represent? Correlation vs. causality 63 2.7.3 What can a model do? Predictive analysis vs. prescriptive analysis 64 2.8 Sources 65 3. Simulation Models and Algorithms 66 3.1 A Taxonomy of Simulation Models 66 3.1.1 Timing of change 67 3.1.2 Aggregation level 69 3.1.3 Randomness 70 3.2 A Structural View of Simulation Model and Simulator 72 3.3 Continuous Model and Simulation Algorithm 75 3.3.1 Continuous simulation example 77 3.4 Discrete Tim

Author

Xiaolin Hu

Language

EN