Modernizing Maintenance

Integrating Data Science into the Mechanical World.

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Modernizing Maintenance Department

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Stylianos Chiotis
Modernizing Maintenance
7 min readFeb 24, 2024

Investing in the digitalization of the department for optimum Availability and Reliability of your Assets.

Topics

  • Digitalizing Maintenance: Enhancing Efficiency and Reliability
  • EAM/CMMS Maintenance Management
  • MRO Procurement Management
  • Reliability Terminology
  • Essential Maintenance KPIs

Digitalizing Maintenance: Enhancing Efficiency and Reliability

In the dynamic world of industrial operations, the digitalization of maintenance and reliability emerges as a crucial strategy. Focused on Availability, Maintainability, and Reliability, this transformation integrates Digital Work Management (DWM) and Predictive Maintenance (PdM), revolutionizing traditional practices.

DWM streamlines the maintenance workflow, optimizing job prioritization, planning, and execution. Successful DWM boosts efficiency, minimizes downtime, and empowers the workforce through upskilling. Improved procurement and inventory management further contribute to operational excellence. PdM takes center stage, allowing proactive interventions before equipment failures occur. From basic sensor-triggered alarms to advanced analytics, PdM minimizes unexpected downtimes, reduces costs, and extends the life of critical components.

DWM and PdM jointly contribute to cost reduction and enhanced safety. Proactive issue identification fosters a safer working environment, mitigating risks associated with unexpected equipment malfunctions. Successful implementation hinges on factors like historical data, sensor deployment, and real-time data streaming. Less data-intensive methods, like anomaly detection, provide pragmatic initial steps toward digitalization.

Digital and analytics in maintenance and reliability present challenges, but the rewards are significant. As industries embrace these…

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Modernizing Maintenance
Modernizing Maintenance

Published in Modernizing Maintenance

Integrating Data Science into the Mechanical World.

Stylianos Chiotis
Stylianos Chiotis

Written by Stylianos Chiotis

Passionate Data-Driven professional with domain knowledge in Reliability Engineering and Asset Management optimization.

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