Page 6 - Decision Making Applications in Modern Power Systems
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vi  Contents


                     2.3.1 Constraints                                   46
                     2.3.2 Uncertainty modeling                          48
                 2.4 Case study                                          51
                     2.4.1 Simulation and results                        55
                 2.5 Conclusion                                          59
                 Acknowledgments                                         60
                 References                                              60

            3.   Uncertainty analysis and risk assessment for effective
                 decision-making using wide-area synchrophasor
                 measurement system                                      63
                 Bhargav Appasani and Dusmanta Kumar Mohanta

                 Abbreviations                                           63
                 3.1 Introduction                                        63
                     3.1.1 Phasor measurement unit                       64
                     3.1.2 Synchrophasor communication system            65
                     3.1.3 Phasor data concentrator                      67
                 3.2 Risk assessment and uncertainty analysis of wide area
                     synchrophasor measurement system                    68
                     3.2.1 Basics of estimating the probability of failure  68
                     3.2.2 Monte Carlo simulation models for phasor
                           measurement unit and their communication networks  73
                     3.2.3 Risk assessment of a sample wide area synchrophasor
                           measurement system                            74
                 3.3 Optimal placement of phasor measurement unit for
                     power system observability                          77
                 3.4 Simulation results                                  81
                 3.5 Conclusion                                          86
                 References                                              87

            4.   Power quality issues of smart microgrids: applied
                 techniques and decision making analysis                 89
                 Yahya Naderi, Seyed Hossein Hosseini, Saeid Ghassemzadeh,
                 Behnam Mohammadi-Ivatloo, Mehdi Savaghebi,
                 Juan Carlos Vasquez and Josep M Guerrero
                 4.1 Introduction                                        89
                     4.1.1 Power quality definition and standards        90
                 4.2 Smart microgrids                                    91
                     4.2.1 Challenges in smart grid power quality        92
                     4.2.2 New tools of smart grids                      93
                 4.3 Power quality improvement devices                   96
                     4.3.1 First generation of power quality improvement devices  96
                     4.3.2 Second generation of power quality
                           improvement devices                           97
                     4.3.3 Transition condition, a bridge between
                           conventional and smart electrical systems     99
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