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In the industrial sector, predictive maintenance (PdM) has become crucial with the advent of Industry 4.0 technologies, enhancing efficiency and equipment reliability. This paper introduces a comprehensive PdM framework for wide-ranging applications across various industries. It meticulously outlines the essential requirements, system architecture, and technological components needed to modernize maintenance practices. By integrating advanced technologies, the proposed framework aims to improve the efficiency and effectiveness of maintenance operations. This holistic approach ensures that companies can adopt tailored PdM strategies that meet their specific needs and constraints, ultimately leading to reduced downtime, optimized maintenance schedules, and improved overall productivity.

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A Comprehensive Framework for Predictive Maintenance in the Digital Era: The Road to an Intelligent Maintenance Strategy

  • 会议论文

  • 发表日期：

    2025年

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  • Z. Mouhib,
  • M. Gallab,
  • S. Merzouk,
  • M. Dinardo,
  • A. Soulhi,
  • B. ElBhiri

摘要

In the industrial sector, predictive maintenance (PdM) has become crucial with the advent of Industry 4.0 technologies, enhancing efficiency and equipment reliability. This paper introduces a comprehensive PdM framework for wide-ranging applications across various industries. It meticulously outlines the essential requirements, system architecture, and technological components needed to modernize maintenance practices. By integrating advanced technologies, the proposed framework aims to improve the efficiency and effectiveness of maintenance operations. This holistic approach ensures that companies can adopt tailored PdM strategies that meet their specific needs and constraints, ultimately leading to reduced downtime, optimized maintenance schedules, and improved overall productivity.