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Published in 2024 at "Electrical Engineering"
DOI: 10.1007/s00202-024-02283-1
Abstract: In this paper, a novel enhanced centralized fault management technique is proposed for smart unearthed distribution systems based on tracing passive traveling waves. The main objective of the proposed scheme is to efficiently identify the…
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Keywords:
scheme;
fault management;
distribution;
distribution systems ... See more keywords
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Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2938410
Abstract: This paper surveys the literature relating to the application of machine learning to fault management in cellular networks from an operational perspective. We summarise the main issues as 5G networks evolve, and their implications for…
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Keywords:
learning techniques;
machine learning;
fault management;
management ... See more keywords
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Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3242918
Abstract: The reliability of power electronic converters is a major concern in industrial applications because of using prone-to-failure elements such as high-power semiconductor devices and electronic capacitors. Hence, designing fault-tolerant inverters has been of great interest…
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Keywords:
reliability power;
electronic converters;
power;
fault management ... See more keywords
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Published in 2023 at "IEEE Wireless Communications"
DOI: 10.1109/mwc.004.2200244
Abstract: In this article, we propose a multi-stage AI-based framework called “open Fault Management” or “openFM,” for end-to-end autonomous fault management of the open radio access network (open RAN) that is also applicable to 5G and…
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Keywords:
percent;
open ran;
management open;
fault management ... See more keywords
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Published in 2022 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2022.3146869
Abstract: The deployment of 5G and network slicing has challenged the current network management requirements, triggering the need for programmable and software-driven architectures. Thus, automated real-time fault management for self-managed networks with machine learning and artificial…
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Keywords:
network;
management;
fault management;
long short ... See more keywords
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Published in 2025 at "Optics express"
DOI: 10.1364/oe.546799
Abstract: In network fault management, service recovery failures often occur due to limited resources and bottleneck links. New services with varying latency and bandwidth requirements complicate recovery when multiple services need restoration concurrently. However, current fault…
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Keywords:
fault management;
service;
recovery;
based bandwidth ... See more keywords