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  • Open Access

    ARTICLE

    IoT Based Transmission Line Fault Classification Using Regularized RBF-ELM and Virtual PMU in a Smart Grid

    Kunjabihari Swain1, Murthy Cherukuri1,*, Indu Sekhar Samanta2, Bhargav Appasani3,*, Nicu Bizon4,5, Mihai Oproescu4

    CMES-Computer Modeling in Engineering & Sciences, Vol.145, No.2, pp. 1993-2015, 2025, DOI:10.32604/cmes.2025.067121 - 26 November 2025

    Abstract Transmission line faults pose a significant threat to power system resilience, underscoring the need for accurate and rapid fault identification to facilitate proper resource monitoring, economic loss prevention, and blackout avoidance. Extreme learning machine (ELM) offers a compelling solution for rapid classification, achieving network training in a single epoch. Leveraging the Internet of Things (IoT) and the virtual instrumentation capabilities of LabVIEW, ELM can enable the swift and precise identification of transmission line faults. This paper presents a regularized radial basis function (RBF) ELM-based fault detection and classification system for transmission lines, utilizing a LabVIEW More >

  • Open Access

    ARTICLE

    An Intelligent Approach for Intrusion Detection in Industrial Control System

    Adel Alkhalil1,*, Abdulaziz Aljaloud1, Diaa Uliyan1, Mohammed Altamimi1, Magdy Abdelrhman2,3, Yaser Altameemi4, Aakash Ahmad5, Romany Fouad Mansour6

    CMC-Computers, Materials & Continua, Vol.77, No.2, pp. 2049-2078, 2023, DOI:10.32604/cmc.2023.044506 - 29 November 2023

    Abstract Supervisory control and data acquisition (SCADA) systems are computer systems that gather and analyze real-time data, distributed control systems are specially designed automated control system that consists of geographically distributed control elements, and other smaller control systems such as programmable logic controllers are industrial solid-state computers that monitor inputs and outputs and make logic-based decisions. In recent years, there has been a lot of focus on the security of industrial control systems. Due to the advancement in information technologies, the risk of cyberattacks on industrial control system has been drastically increased. Because they are so More >

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