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Maximising uptime: the impact of extending grinding mill shutdown intervals

In mining operations, grinding mills are among the most critical pieces of equipment - and their scheduled shutdowns for maintenance, inspections, and liner replacements have a significant impact on productivity and operating costs. Extending grinding mill shutdown intervals is a powerful strategy to boost throughput, reduce maintenance costs, and improve overall operational efficiency. In this blog, we’ll explore the benefits, risks, and considerations of lengthening mill shutdown intervals - supported by a case study that quantifies the potential operational and financial gains from applying advanced wear materials.

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Why shutdown intervals matter 

Scheduled shutdowns allow mining teams to replace worn liners, inspect equipment condition, and perform essential maintenance. While necessary for safe and reliable operation, shutdowns come at a cost: lost production time, maintenance labor, and logistical expenses. 

Minimising downtime is therefore a critical priority for maximising mill throughput and reducing the total cost of ownership. Extending shutdown intervals without compromising equipment integrity can unlock substantial value. 

Benefits of extending shutdown intervals 

  • Increased production time: longer operational periods mean more ore processed between shutdowns, directly boosting throughput
  • Lower maintenance costs: reducing the frequency of liner replacements and maintenance activities lowers labor and materials costs
  • Reduced disruption: fewer shutdowns lessen the impact on downstream processing and overall plant scheduling
  • Improved asset utilization: mills are used closer to their full capacity, enhancing return on investment

How to safely extend shutdown intervals 

Extending shutdown intervals requires careful planning and technological support to manage risks: 

  • Advanced material technologies: using wear parts with superior durability extends service intervals naturally
  • Condition monitoring & predictive maintenance: sensors and analytics enable real-time wear and performance tracking, allowing maintenance to be done precisely when needed rather than on fixed schedules
  • Data-driven decision making: digital twins and analytics platforms simulate wear and predict optimal replacement timing, balancing risk and uptime
  • Robust maintenance planning: detailed risk assessments and contingency planning mitigate the consequences of unexpected failures

Case study: unlocking value with 15% longer wear life 

A recent field trial tested a new mill liner material that delivered 15% longer wear life compared to existing liners in a full-scale grinding mill. 

Value calculation example: 

  • Baseline shutdown interval: 4 months (120 days)
  • Mill downtime per shutdown: 5 days
  • Annual operational days: 365 days 

Current scenario: 

  • Number of shutdowns per year: 365 / 120 ≈ 3.04
  • Total downtime per year: 3.04 × 5 = 15.2 days
  • Operational days per year: 365 − 15.2 = 349.8 days 

With 15% longer wear life: 

  • New shutdown interval: 120 × 1.15 = 138 days
  • Number of shutdowns per year: 365 / 138 ≈ 2.64
  • Total downtime per year: 2.64 × 5 = 13.2 days
  • Operational days per year: 365 − 13.2 = 351.8 days 

Impact: 

  • Downtime reduced by 2 days annually
  • Additional production time gained: 2 days × daily throughput (e.G., 10,000 tonnes/day) = 20,000 tonnes more processed per year 

Financial and operational benefits: 

  • Increased revenue from additional throughput
  • Reduced maintenance labor and parts replacement costs
  • Improved scheduling and less operational disruption 

Scaling this improvement across the entire mill’s liners multiplies these benefits, representing a significant competitive advantage. 

Potential risks and mitigations 

While longer shutdown intervals deliver value, they require vigilance: 

  • Unexpected failures can occur if wear monitoring is insufficient
  • Wear accumulation can affect grinding efficiency and product quality
  • Maintenance strategies must shift towards condition-based approaches with real-time data

Conclusion: A balanced approach for maximum efficiency 

Extending grinding mill shutdown intervals offers compelling benefits in throughput, cost savings, and operational stability. Advances in material technology, demonstrated by our case study’s 15% longer liner wear life, provide a foundation to safely push these intervals further. 

By combining innovative materials with condition monitoring and predictive maintenance, mining operations can achieve a safer, more productive mill environment - turning downtime reductions into measurable business value.