2023
DOI: 10.1049/els2.12080
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Design of a reliable and coordinated protection strategy for zonal shipboard power systems

Mehdi Mohammadzamani,
Iman Sadeghkhani,
Majid Moazzami

Abstract: The reliable performance of the shipboard power system (SPS) is essential for the safe and efficient operation of marine vessels. SPSs are subject to various types of electrical faults that can cause equipment failure, system downtime, and even catastrophic events. One effective way to provide redundancy and fault tolerance in the event of a fault or failure is through the use of zonal configuration. However, the protection of such systems is a challenging task due to their complex topology and the potential f… Show more

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Cited by 2 publications
(2 citation statements)
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“…The protection schemes of the short-circuit faults for the DC zonal distribution in SPSs have many challenges, such as the coordination of the protection devices and the power electronics to provide a robust protection system, the fault current changes when operating in the islanded mode, difficulty in designing a grounding system, severe transient discharge, and lack of current zero-crossing point which leads to an arc flash in the circuit breaker. The challenges also include the increase in the physical burden of the protection system (such as DC breakers), dynamic characteristics of renewable resources, bidirectional power flow, and the presence of pulsed loads with its smaller scale that are resulting in short circuit impedan ce differences in various locations [3], [8]- [12]. The existence of pulsed loads presents a challenge in distinguishing between normal and fault currents, as these loads have a large peak power and high-power change rate.…”
Section: Introductionmentioning
confidence: 99%
“…The protection schemes of the short-circuit faults for the DC zonal distribution in SPSs have many challenges, such as the coordination of the protection devices and the power electronics to provide a robust protection system, the fault current changes when operating in the islanded mode, difficulty in designing a grounding system, severe transient discharge, and lack of current zero-crossing point which leads to an arc flash in the circuit breaker. The challenges also include the increase in the physical burden of the protection system (such as DC breakers), dynamic characteristics of renewable resources, bidirectional power flow, and the presence of pulsed loads with its smaller scale that are resulting in short circuit impedan ce differences in various locations [3], [8]- [12]. The existence of pulsed loads presents a challenge in distinguishing between normal and fault currents, as these loads have a large peak power and high-power change rate.…”
Section: Introductionmentioning
confidence: 99%
“…Firstly, they heavily rely on domain-specific expert experience and prior knowledge, resulting in limited generalization and suboptimal performance when detecting faults in different objects. Secondly, the harsh operating conditions of ship power systems generate significant amounts of noise, preventing traditional algorithms from extracting reliable features for detecting faults in generators [16]. Thirdly, ship power grid data exhibit the "4V" characteristics, leading to imbalanced datasets due to the generation of massive amounts of data during operation, coupled with limited fault data.…”
Section: Introductionmentioning
confidence: 99%