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13        Batteries and Ultracapacitors for



                        Electric Power Systems with


                        Renewable Energy Sources




                        Seyed Ahmad Hamidi, Dan M. Ionel, and Adel Nasiri


            CONTENTS
            Abstract ..........................................................................................................................................320
            13.1  Introduction ...........................................................................................................................320
            13.2  Battery Energy Storage System: Types, Characteristics, and Modeling ..............................323
                13.2.1  Lead-Acid .................................................................................................................323
                13.2.2  Lithium-Ion ...............................................................................................................323
                13.2.3  Sodium Sulfur ...........................................................................................................323
                13.2.4  Other Types of Batteries and Energy Storage Systems ............................................324
                13.2.5  BES Modeling and Test Setups ................................................................................324
            13.3  Ultracapacitor Energy Storage: Types, Characteristics, and Modeling ................................327
                13.3.1  Ultracapacitor Types and Characteristics..................................................................327
                13.3.2  Ultracapacitor Modeling ...........................................................................................328
            13.4  Energy Storage Management Systems (ESMS) ...................................................................330
                13.4.1  Main Concepts ..........................................................................................................330
                13.4.2  State of Charge (SOC) ..............................................................................................330
                13.4.3  State of Health (SOH) ...............................................................................................332
                13.4.4  State of Life (SOL) ...................................................................................................332
                13.4.5  Cell Balancing Systems ............................................................................................332
            13.5  Energy Storage Interface Systems ........................................................................................333
                13.5.1  AC/DC Converters ....................................................................................................333
                13.5.2  Non-Isolated DC/DC Converters ..............................................................................334
                13.5.3  Isolated DC/DC Converters ......................................................................................337
            13.6  Utility-Level Storage Systems ..............................................................................................339
                13.6.1  Ancillary Services .....................................................................................................339
                13.6.2  Energy Time Shifting ................................................................................................340
                13.6.3  Capacity Credit .........................................................................................................340
                13.6.4  Renewable Energy Integration ..................................................................................340
                13.6.5  Microgrids and Islanded Grids .................................................................................341
                13.6.6  Examples of ESS Field Installation ..........................................................................342
            13.7  Simulation Examples ............................................................................................................343
                13.7.1  EV Charging Station .................................................................................................343
                13.7.2  Load Leveling/Energy Time Shifting in a System with Integrated BES ..................343
                13.7.3  Multiphysics and Multidomain Simulations of BES ................................................343
            13.8  Summary ...............................................................................................................................348
            References ......................................................................................................................................349





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