Frede Blaabjerg - Smart Grid and Enabling Technologies

15 Chapter 15Figure 15.1 Frequency of use of terms AI, SG, DL, and smart cities in books ...Figure 15.2 Search methodology based on keyword combinations.Figure 15.3 Machine learning classes and usage.Figure 15.4 Machine learning models with their open‐source libraries.Figure 15.5 Pictorial representation of the AI Models applied to SG in 2019–...Figure 15.6 Timescale evolution of Artificial Neural Networks with Operation...Figure 15.7 Fuzzy inference system structure.Figure 15.8 Flow diagram of expert system.Figure 15.9 Representation of hybrid models applied to SG.Figure 15.10 Representation of hybrid models applied to SG.Figure 15.11 Commonly used score metrics for regression.Figure 15.12 Forecasting procedure.Figure 15.13 Flowchart of advanced MPPT algorithms.Figure 15.14 Classification of faults in power systems.Figure 15.15 Structure of the cyber‐physical system.Figure 15.16 Flowchart of electricity pricing factors.

16 Chapter 16Figure 16.1 A conceptual structure of co‐simulation [12]. Reproduces with pe...Figure 16.2 Distinction between co‐simulation and other simulation types [1]...Figure 16.3 Specific and generic co‐simulation structures.Figure 16.4 The structure of Controller‐HIL and Power‐HIL platforms.Figure 16.5 Summary of basic analysis fields in each tool.

17 Chapter 17Figure 17.1 US Smart Meter Installations.Figure 17.2 General overview of the active committees in the SG environment....Figure 17.3 SG technical standards architecture developed by SGCC.

18 Chapter 18Figure 18.1 Structure of future power networks with hybrid AC and DC sub‐gri...Figure 18.2 Typical structure of smart distribution grids.Figure 18.3 Reliability concepts in electric power systems.Figure 18.4 Reliability concepts in modern SGs.

1 Cover Page

2 Title Page

3 Copyright Page

4 About the Author

5 Acknowledgments

6 Preface

7 List of Abbreviations

8 About the Companion Website

9 Table of Contents

10 Begin Reading

11 Index

12 Wiley End User License Agreement

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