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<p>Hybrid systems, integrating both human operators and automated components, have become increasingly prevalent across diverse industries, providing a blend of human judgment and machine efficiency. However, ensuring optimal Reliability, Availability, Maintainability, and Dependability (RAMD) performance in such systems remains a multifaceted challenge. This study looks into the complexities of integrating human operators effectively within hybrid systems to maximize RAMD performance. RAMD analysis is crucial for ensuring operational efficiency and productivity as it identifies areas within systems that can be enhanced.</p>

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Optimizing RAMD performance in hybrid systems: integrating human operators effectively

  • 期刊论文

  • 发表日期：

    2025年11月19日

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  • Abdullahi Sanusi,
  • Zainab Abdulrauf Adewuyi,
  • Ibrahim Yusuf

摘要

Hybrid systems, integrating both human operators and automated components, have become increasingly prevalent across diverse industries, providing a blend of human judgment and machine efficiency. However, ensuring optimal Reliability, Availability, Maintainability, and Dependability (RAMD) performance in such systems remains a multifaceted challenge. This study looks into the complexities of integrating human operators effectively within hybrid systems to maximize RAMD performance. RAMD analysis is crucial for ensuring operational efficiency and productivity as it identifies areas within systems that can be enhanced.