Predicting Equipment Failures to Improve Reliability
Learn how equipment failure probability, predictive maintenance, and risk-based strategies help reduce downtime and improve asset reliability.
2 min read
Chuma Chukwurah | MBA, B.Eng., CBPP, CAAM
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The Asset Performance Management (APM) Roadmap acts as your trusty GPS for asset-intensive industries—whether in manufacturing, mining, energy, or any sector where assets play a pivotal role. Picture it as your co-pilot, helping you chart a course toward high performance in managing your critical assets.
So, what’s inside this roadmap? Let’s break it down.
Why Now? Before we dive in, consider this: The business environment has evolved, and so have our expectations. Digital Manufacturing (often dubbed Industry 4.0) is reshaping the landscape. Industrial processes are becoming more efficient with low-cost sensors, intelligent operations, and real-time data exchange. But amidst all the possibilities, how do you know which technology will enhance your asset management?
APM is the answer to critical questions:
It’s about periodically assessing your assets and people to ensure they operate at their ideal level.
With changing customer needs, regulatory demands, and technological advancements, now is the perfect time to evaluate your position and potential.
Imagine a ladder of asset excellence. The APM Maturity Model helps you climb it step by step.
Dimensions of Maturity:
Business Benefits: According to McKinsey, improved asset efficiency contributes to significant value—over $250 billion in the U.S. by 2025.
Remember, the APM Roadmap isn’t just about technology; it’s about transforming how you manage assets. Nexus Global can help you start your journey of How-to-do with our APM model that focuses on criticality, failure modes, strategies, work execution, and RCA. Our Business Optimizer analysis software and reliability and data experts have addressed these needs and more across industries like oil and gas, power generation and distribution, automotive, pharmaceutical, metals, food, beverage, ports, manufacturing, and more.” We can assess your current state against current benchmarking and provide a clear and concise roadmap to a unified, proactive approach focused on your critical assets and aligned with your business. Partner with Nexus Global to elevate your assets to the next level!”
An APM Roadmap is a structured plan that helps organizations assess their current asset management practices, identify performance gaps, and prioritize improvements. It aligns asset reliability, maintenance strategies, data quality, and workforce capabilities with business objectives.
APM maturity typically progresses through four stages: Reactive, Proactive, Predictive, and Prescriptive. Each stage represents an advancement in how organizations manage asset failures, use performance data, and optimize maintenance decisions to improve reliability and reduce operational risk.
Organizations should begin by assessing their current asset management maturity, identifying critical assets, evaluating maintenance practices, and establishing performance benchmarks. Nexus Global's
Business Optimizer helps organizations identify improvement opportunities and develop strategies aligned with operational objectives.An APM Roadmap helps organizations prioritize critical assets, improve preventive maintenance strategies, strengthen data quality, and optimize work execution. These improvements can reduce unplanned downtime, improve workforce productivity, control maintenance costs, and support long-term asset reliability.
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