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42   From smart grid to internet of energy


            and overall efficiency can be increased by preventing detected disturbances.
            The overhead transmission lines are mostly monitored by using wireless sensor
            networks and fiber optic current and voltage sensors while smart current and
            voltage sensors with communication interface are used in LV and MV distribu-
            tion systems such as substations and feeders. There are several high voltage
            (HV) sensors with wireless communication capability used for synchrophasor
            monitoring in transmission lines to detect line voltages in high accurate mag-
            nitudes. The PMUs are also classified in this group of wireless smart sensor net-
            works with global positioning system (GPS) and coordinated universal time
            (UCT) units. The advanced additional units of PMUs provide synchronized
            and highly reliable data transmission with support of satellite or cellular com-
            munication technologies [28].
               The consumer side sensing and metering processes offer a wide range of
            applications to both customer and DSOs in term of DSM and demand response
            programs. Moreover, it provides real time power consumption for billing and
            control option to limit or stop the power consumption automatically for defined
            DSM requirements. The smart meters and AMI are most critical sensor net-
            works that are used to detect time of use (TOU) and demand rates at consumer
            side. Another important use of smart sensors and sensor networks are applicable
            for ESSs and batteries that are used to comprise a backup for RESs and DERs
            along distributed generation plants. The significant parameters considered for
            ESSs are state of charge (SoC), state of health (SoH), voltage, current, and tem-
            perature of batteries. The SoC is one of the most important parameter to be con-
            tinuously monitored to detect serious disturbances on acid level and acid density
            of lead acid batteries. In addition to ESSs, energy storage applications are run
            across EVs and PHEVs where the sensor networks are widely used to monitor
            SoC and SoH during their autonomous operation and grid interaction.
               The smart sensors and sensor networks are depended on several wireline and
            wireless communication technologies such as listed in Table 1.3. Furthermore,
            cognitive radio networks and internet based recent communication systems are
            adopted to Smart Grid infrastructure to perform data transmission. There are
            several technical challenges such as transmission losses, fading effects, channel
            noises and bit error rate (BER) affect selection of proper communication
            method in smart sensor networking. Other critical parameters of communica-
            tion method selection are reliability, security, accuracy, and latency. In order
            to ensure to select and use of reliable communication interface, a number of
            standards have been defined for smart sensor networks used in Smart Grid infra-
            structure [28]. A list of featured active standards and short descriptions of these
            standard types are presented in Table 1.6. One of the most significant standard
            on data transmission along Smart Grid is IEEE 1159.3. Any system located in
            the grid provides its own control, communication, and transmission method to
            interact with other systems. Under these circumstances, each system and owner
            may face with problems while exchanging measurement and monitoring data
            between other systems. Therefore, IEEE has developed a standard titled IEEE
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