2018
DOI: 10.1109/jpets.2018.2878329
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Reduction of Forced Outages in Islanded Microgrids by Compensating Model Uncertainties in PV Rating and Battery Capacity

Abstract: Energy management systems for islanded microgrids often rely on predictions of energy availability and usage. Such predictions can be used to plan actions, such as shedding non-essential loads, so that critical loads continue to be served. However, uncertainties in the prediction models may lead to incorrect decisions, and subsequently jeopardize reliable operation of the microgrid. For a photovoltaic (PV) and battery based microgrid, uncertainties in the PV rating and the battery capacity model parameters can… Show more

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Cited by 11 publications
(4 citation statements)
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“…In [8], the comparison of the reclosing application has been presented based on the secondary arc behavior during simulations, laboratory results, and realtime implementation. In [9], different degrees of feeder automation have also been presented to reduce the outage time with remote-controlled breakers that will selectively perform load shedding based on their degree of criticality. In past decades, much research has been done on fault and outage location detection algorithms as one of the most economical and efficient methods to enhance the resilience of distribution systems [10].…”
Section: B Literature Reviewmentioning
confidence: 99%
“…In [8], the comparison of the reclosing application has been presented based on the secondary arc behavior during simulations, laboratory results, and realtime implementation. In [9], different degrees of feeder automation have also been presented to reduce the outage time with remote-controlled breakers that will selectively perform load shedding based on their degree of criticality. In past decades, much research has been done on fault and outage location detection algorithms as one of the most economical and efficient methods to enhance the resilience of distribution systems [10].…”
Section: B Literature Reviewmentioning
confidence: 99%
“…The power generated using the PV panels based on environmental and structural factors like the irradiance intensity, PV panel temperature Tc or ambient temperature as shown in ( 8) and ( 9) [31]:…”
Section: ) Photovoltaic Panelsmentioning
confidence: 99%
“…However, uncertainties in the forecast methods may lead to incorrect decision in energy management system for islanding microgrid. In [24], differences between the actual and predicted data sequence were used to determine compensation of uncertainty associated with PV in islanded microgrid. The probability of successful islanding (PSI) criteria is proposed in [25] to determine the probability of microgrid meeting demands and maintaining a sufficient amount of reserve capacity in islanded mode.…”
Section: Introductionmentioning
confidence: 99%