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3 articles for “predictive maintenance (PdM)”
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AI-Driven Predictive Maintenance in Smart Homes: Enhancing Efficiency and Reliability
Abstract: The convergence of Artificial Intelligence (AI) and the Internet of Things (IoT) has transformed smart homes into intelligent, self-regulating environments. Despite these advancements, ensuring the long-term reliability and efficiency of interconnected devices remains a complex challenge due to device heterogeneity, dynamic usage patterns, and continuous data streams. This study investigates AI-driven predictive maintenance (PdM) as a proactive strategy for detecting early signs of equipment degradation in residential settings. The proposed …
Published in International Journal of Distributed Computing and Technology · Vol. 12, Issue 1, 2026 · pp. 1–6 Read article
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Predictive Maintenance of 6G Infrastructure Using Artificial Intelligence
Abstract: The transition to Sixth Generation (6G) wireless infrastructure introduces unprecedented complexity, characterized by massive densification, reliance on the Terahertz (THz) spectrum, dynamic cell topologies driven by Reconfigurable Intelligent Surfaces (RIS), and stringent requirements for Ultra-Reliable Low-Latency Communication (URLLC). Traditional reactive or fixed-schedule maintenance protocols are fundamentally inadequate for sustaining the necessary service continuity and energy efficiency in this hyper-connected, heterogeneous environment. This paper explores the critical role of Artificial Intelligence …
Published in International Journal of Telecommunications & Emerging Technologies · Vol. 11, Issue 2, 2025 Read article
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Service and Maintenance (S&M): Challenges, Issues and Concerns in Electrical and Electronics Industry
Abstract: The purpose of this short note is to present the service and maintenance aspects, issues, concerns and challenges by reviewing the present literature, providing insights and procedures leading to the strategies of business models. The fundamentals of service and maintenance (S&M) in the electrical and electronics industries have been identified and highlighted with modern techniques and systems incorporating the “smart sensors”, life extension programmes for equipment and instruments. The impact …
Published in International Journal of Electrical Power System and Technology · Vol. 4, Issue 2, 2018 · pp. 28–31 Read article