
From Carryback to Crisis Avoided – Gold Mining
How Vibration Monitoring Caught a Compound Failure Before It Stopped a Gold Mine’s Processing Plant.
Downtime Is More Expensive Than You Think
The numbers alone are enough to change how organisations think about reliability. According to >Arda 800 hours of unplanned machine downtime per year is the average for manufacturers – more than 15 hours per week of paid non-productive time. Costing approximately $260,000 per hour – average cost of unplanned downtime across all manufacturing sectors. And averaging 11% of annual revenue is lost to unplanned downtime among Fortune Global 500 firms.
These figures highlight a critical truth: downtime is not a line item it’s a major drain on revenue, production capacity and competitiveness.
*Based on data sourced from arda
Beyond Lost Production: The Hidden Costs
While lost output is the most visible cost, it’s only the beginning. Unplanned downtime creates a ripple effect across the entire operation:
In many cases, these hidden costs can far exceed the direct cost of lost production, turning a short disruption into a long-term financial and operational setback.
The Operational Impact: Reactive Workflows (Firefighting)
Unplanned downtime doesn’t just impact equipment, it shapes behaviour across the organisation. Without clear visibility into asset health, maintenance teams are forced into reactive workflows. Time is spent fighting fires instead of improving systems leads to:
This lack of visibility creates a cycle where failures become more frequent, expensive and harder to predict / prevent.
A Single Failure Could Cost Hundreds of Thousands – In Some Cases, Millions.
The true cost of downtime becomes even clearer when looking at real-world examples. In one Waites case*, early detection of unusual temperature spikes on an end roller of a bulk conveyor transfer line. Initial analysis indicated potential misalignment, belt-tracking issues, or debris accumulation. On-site inspection confirmed the roller had shifted position due to loosened set screws, causing friction against the conveyor frame.
Identifying the developing fault prevented a failure that would have resulted in 2hours of downtime and over $200,000 in losses*.
This is a sobering reminder of how quickly costs escalate when failures are left undetected.
Case study sourced from waites.net
Reactive repairs → Proactive prevention
Unexpected failures → Planned interventions
Operational disruption → Optimised performance

How Vibration Monitoring Caught a Compound Failure Before It Stopped a Gold Mine’s Processing Plant.

Alignment is a foundational discipline that prevents the root causes of machine failure rather than simply correcting the symptoms. Traditional maintenance often centres on repairing or replacing components after they fail, which is inherently reactive. Precision alignment on the other hand, is a proactive discipline that protects equipment health from the outset; maximising asset life, optimising performance while significantly reducing unplanned downtime.
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