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Internet of things for smart grid applications Chapter  7 259


             level to the Fig. 1.9. The critical applications and requirements on each stage are
             tabularized considering the most widely researched studies. In the following
             subsections, the specified topics are surveyed in order to present further reading
             and understanding about the progress of smart grid applications. One of the
             most important requirements of the generation stage is real time monitoring
             [1]. There are several parameters of the power generators involving real time
             monitoring to ensure the generation security. The integration of DERs and
             microgrid improvements has provided several alternative monitoring systems
             in addition to well-known SCADA system. Lu et al. presents a microgrid mon-
             itoring system by using 4G Long-Term Evolution (LTE) mobile communica-
             tion platform as an example of IoT and smart grid interaction in [11].
                The noted study presents a middleware integrating heterogenous device and
             communication protocols in smart grid and IoT architecture. Similarly, some
             novel monitoring studies based on Ethernet and microprocessor interaction
             have been presented in [12] that Garcia et al. introduces a local area network
             (LAN) based microgrid monitoring system in as a IoT-assisted smart grid appli-
             cation. Power plant control is also required to improve generation reliability in
             smart grid as well as in conventional grid applications. However, the bidirec-
             tional communication requirement of smart grid has induced new researches
             on power flow control. Firouzi et al. proposed a unified interphase power con-
             troller (UIPC) study in [13] which is required in wind farms. The conventional
             droop control that manages the power sharing does not include any communi-
             cation method in conventional grid applications. However, there are some novel
             studies have been proposed to improve the conventional decentralized control
             method and the wired and wireless communication infrastructures. The DER
             and alternative energy sources integration to generation and transmission levels
             sometimes involve particular solutions regarding to source type.
                The small sized DERs are mostly connected at the distribution level and the
             control of them is relatively easier comparing to the large penetration of renew-
             able and alternative energy sources. The voltage and frequency stabilization of
             large DERs forces generation suppliers to improve rapid monitoring and react-
             ing solutions. The computational analysis methods, algorithms, agent-based
             controllers and data centers are improved to provide more reliable and faster
             control on demand.
                One of the most important contributions of IoT to smart grid is on improving
             ICT based requirements including semantic web, agent-based control, and
             enhanced connectivity along M2M interaction. The responsibility, behaviors,
             targets, and operation systematic of each agent are determined in order to pro-
             vide connectivity and communication features with their operation area and
             each other agents. This software-based approach facilitates detecting the faults
             and system failures rapidly. It is noted in several papers that agent-based and
             multi-agent system (MAS) oriented programming leverages intelligent pro-
             gramming opportunities and facilitates system control in energy generation
             and management operations in IoT and smart grid interacted infrastructure
             [14]. Another significant requirement of smart grid applications is the quality
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