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340             Renewable Energy Devices and Systems with Simulations in MATLAB  and ANSYS ®
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            Load leveling and peak shaving are possible by following the load profile and controlling EESs to match
            the required energy. EESs can also provide spinning reserve and backup power supply, which could be
            utilized in sudden events, such as momentary outages or ride-through transients.

            13.6.2  Energy Time Shifting
            Typically, there is a mismatch between the generation of energy and the demand in peak hours. Time
            shifting of energy delivery is a unique benefit from ESSs, which enables the utilities to absorb excess
            energy in off-peak hours by charging the ESS and release it during peak hours of high demand by dis-
            charging the storage. Functional and economical benefits, related to different higher on-peak and lower
            off-peak tariffs, can be achieved in this manner. Without ESSs, the traditional approach is to provide
            additional and costly generation capacity able to cover up to the maximum possible load demand.
              The arbitrage over time or the time-shifting technique can also be used for renewable energy
            generation plants, in which case the harvested energy can be stored during off-peak demand and
            made available during peak time.

            13.6.3  Capacity Credit
            Capacity credit for ESSs allows electrical utilities to defer the installation and upgrade for exis-
            tent generation or transmission infrastructures. Since expansions for power plants, power lines, and
            transformers, which may be required in order to meet expected demand, are very time-consuming
            and costly, electrical utilities can take the advantage of the extra capacity provided by ESSs in order
            to satisfy the demand and reduce the load shedding caused by an inability of the electrical utility to
            provide adequate capacity.

            13.6.4  Renewable Energy Integration
            Due to the intermittent nature of renewable energy sources, which are highly affected by geological,
            time, and weather conditions, their output power may fluctuate unpredictably and may not meet the
            quality required in order to directly connect to the electrical grid. In this case, ESSs can provide smooth-
            ening services, such that the intermittent output power from renewable energy sources is adjusted, and
            fluctuations mitigated, as schematically illustrated in Figures 13.28 and 13.29 [96, 97].


                                         Wind output
                                            power          Output
                                                           power




                                   PM or    AC/DC         DC/AC
                                  induction  converter   converter
                                  generator
                                                                  Utility
                                                                transformer  Utility grid
                                       Energy storage
                                       output power  DC/DC    Energy
                                                   converter  storage



            FIGURE 13.28  Block diagram of a wind turbine with battery integrated at turbine level. (Based on the con-
            cept proposed in Esmaili, A. and Nasiri, A., Proceedings of IEEE Energy Conversion Congress and Exposition
            (ECCE), pp. 3735–3740, 2012.)
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