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Introduction to smart grid and internet of energy systems Chapter  1 33


                The advanced substation gateway is also known as symmetric multi-
             processing (SMP) gateway that is an improved computerized system merging
             the acquired data from IEDs. The IEDs are also associated with circuit breakers
             to perform several protection measurements, fault detection, monitoring and
             control processes.
                In this context, the distribution automation incorporates with line equip-
             ment, ICT infrastructures, and data acquisition system along the distribution
             network. Another major system is MDMS that is utilized to associate measure-
             ment data acquired from several smart meters and diverse metering technolo-
             gies [4, 23]. A wide variety of smart grid technologies are available to improve
             efficiency and resiliency of transmission and distribution networks. In addition
             to microgrid and substation automation technologies, other major smart grid
             applications are distribution network automation and fault detection, isolation,
             and recovery (FDIR) technologies. All this smart grid enabled transmission and
             distribution automation technologies provide several benefits such as decreased
             operational and maintenance costs, enhanced grid security, and economic
             earnings.

             1.2.4  Energy storage systems

             The energy storage is an old application that has been applied since several
             years. Moreover, ESSs are important systems for DR, electric vehicles, PV
             energy systems, uninterrupted power supply (UPS), and remote energy plants.
             The widespread usage of ESS is seen in pumped hydro plants and solar energy
             plants. The storage applications are essential when operating intermittent RESs
             and islanded and grid-connected operation modes shift regularly. The intermit-
             tent structures of RESs are forced by weather changes and thus energy storage
             provides a buffer in these conditions. The ESS selection is based on several
             parameters such as each unit capacity, storage bank capacity, on-demand capac-
             ity, self-discharge and deep discharge cycle, efficiency, life cycle of units,
             reliability, and cost. The storage capacity means the available energy rate after
             a full charge while self-discharge is the rate of the time required to reach to the
             deep discharge capacity.
                The fundamental ESS technologies are pumped hydro plants for long term
             usage and advanced batteries, compressed air energy storage (CAES), super-
             conducting magnetic storage systems, super capacitors and flywheels [24].It
             should be noted that ESSs are mostly categorized according to rated power
             capacity and time of discharge. Three use conditions of ESSs that are defined
             depending to classification categories are power quality, power recovery, and
             energy management. The power quality of an ESS is its capability to prevent
             the voltage disturbances such as sags, flickers or supply interruptions during
             supplying the load. The power demand from an ESS occurs in very short inter-
             vals as seconds and can be rated from a few kW to MW rates. Therefore, ESSs
             should be comprised by high power capacity flywheels, super capacitors or
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