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Navigating Harsh Realities: How Wireless Vibration Sensors Keep Mining Operations on Track

May 16, 2025

Wireless vibration sensors are a perfect fit for harsh mining conditions. Learn how easily you canslash downtime and improve asset performance.

Beyond moving rock and ore, the mining industry moves economies. And the work isn’t easy. Between extreme operating conditions, rising expectations around sustainability, and the relentless push for more uptime, the pressure in this sector is intense. And maintenance and reliability teams are feeling it.

In this unforgiving environment, there’s no room for sudden breakdowns. The consequences for the workforce, bottom line, and business can be catastrophic.

A resilient mining operation begins with a cultural shift from firefighting to forward planning. The only way to get there is by monitoring the health of your machinery in real time using wireless vibration sensors. That real-time data collection is key to preventing failures, optimizing asset performance and health, improving operational efficiency, and making informed decisions across the board. 

Let’s take a closer look at the current array of mining industry challenges—and how real-time condition monitoring helps mining leaders fortify and fine-tune their operations.

Reactive maintenance incurs heavy losses in the mining industry. Mining manufacturers spend 35-50% of their budgets on maintenance, with the cost of unplanned downtime averaging $180,000 per incident.

Where Risks Are High, Only Real-Time Condition Monitoring Makes the Grade

Mining operations deal with some of the toughest conditions in manufacturing. Equipment faces intense heat, vibration, dust, moisture, and corrosive materials. Assets are often located in remote or underground environments, making routine inspections difficult, dangerous, or disruptive. And when something breaks? Getting parts and people to the site quickly is no small feat.

In these conditions, the risks are high. Vibration, heat, and poor lubrication can escalate quickly into full-blown failures if left unchecked. When a crusher, conveyor, or pump goes down unexpectedly, the ripple effect can stall production across the entire facility.

Routine preventive maintenance helps to a degree, but it’s often based on guesswork and isn’t tied to real asset condition. This can lead to wasted labor, higher inventory costs, unnecessary downtime, and missed warning signs in between checks.

What mining facilities need is a smarter way to keep tabs on their equipment. That’s where a full-service condition monitoring solution comes in.

Where Do Wireless Vibration Sensors Fit Within a Full-Service Condition Monitoring Program?

A condition monitoring system starts with vibration sensors that are strategically deployed to maximize their value. Once they're positioned and ready to transmit data, you'll need a way to make the data meaningful, manageable, and actionable so your team can prevent failures and drive progress on KPIs. 

This is the beauty of a full-service model. You won’t just get the technology—you'll have the people, process, and insights needed to act on it.

Wireless Sensors Capture the Data 

Using Internet of Things (IoT) technology, wireless vibration sensors provide a continuous stream of real-time machine health data—even in hard-to-access or hazardous locations. 

Advanced AI Analytics Generate Alerts

The condition monitoring data feeds into an AI-powered cloud-based platform that flags anomalies, freeing your team to direct their attention to high-priority maintenance issues.

Dedicated Experts Provide Answers & Corrective Actions  

While the software does the heavy lifting on detection, condition monitoring engineers (CMEs) handle the diagnostics. A CME dedicated to your facility will interpret the data, filter out false positives, and reach out with prescriptive, actionable recommendations. Your team will always know exactly what to do and when to do it.

These validated insights can then be turned into work orders and prioritized maintenance tasks—through an easy CMMS integration—as well as long-term strategy adjustments.

What does full-service monitoring look like in practice? Watch this Noria Unboxing video to learn how wireless vibration sensors, AI-powered software, and CMEs work together to help reduce unplanned downtime and simplify asset management.

How Full-Service Condition Monitoring Solves Common Mining Industry Challenges

Let’s talk about some real-world friction points and pressures in mining operations and how a full-service condition monitoring program helps smooth them out.

Too Much Data, Not Enough Clarity

Mining teams often struggle with data overload. Vibration reports, oil samples, route-based readings—all from different sources and in different formats.

A unified platform that combines vibration, temperature, and oil data into one dashboard changes the game. When that data is interpreted by experts who know your facility and your assets, you get clarity, not confusion. You get prioritized risks and clear ROI metrics, not just a folder full of PDFs.

Tribal Knowledge and Team Turnover

In mining, a lot of maintenance “know how” lives in people’s heads. When those people retire or leave, that knowledge walks out the door with them.

Full-service condition monitoring replaces tribal knowledge with a teachable, repeatable system. Your team gets consistent guidance and training and expert support in real time. No matter who’s on the shift, they’re empowered with the same information—and the same plan of attack.

Proving ROI to Management

Mining budgets are tight, and capital spending is scrutinized. So even when the reliability team knows condition monitoring is essential, it can be hard to get leadership buy-in.
That’s where a platform with built-in ROI tracking helps. With dynamic reporting that quantifies downtime avoided, repairs prevented, and asset life extended, you can show the financial impact of every save. You’re not just asking for support; you’re making the case with evidence.

Improving Sustainability

Environmental impact, energy use, and safety are under the microscope like never before. Condition monitoring directly supports these priorities by:

  • Reducing energy waste caused by inefficient machines (e.g., misalignment or lubrication issues that force motors to work harder).
  • Extending the life of critical components, which reduces scrap, spare part consumption, and capital replacements.
  • Minimizing lubricant contamination and overuse through integrated oil analysis and contamination detection.
  • Supporting worker safety by reducing emergency callouts and enabling targeted maintenance in risky areas only when truly needed.

Securing Uptime Amid Supply Chain Instability

In the race to secure critical minerals like lithium and cobalt, every hour of uptime matters. But with spare parts harder to come by and lead times stretching into months, “just in case” isn’t a viable inventory strategy anymore.

Condition monitoring gives you the lead time you need. Through early detection of potential issues, you can plan repairs before they escalate—giving procurement time to source the right part, and maintenance time to schedule the fix. That means fewer surprises, fewer rush orders, and a more stable supply chain overall.

In a time when mining manufacturers are being asked to produce more, pollute less, and deliver faster—all with fewer resources—full-service condition monitoring is essential. Check out these real-world examples of costly failures prevented.

Wireless Vibration Monitoring: Built for Harsh Conditions, Designed for Simplicity

Mining assets are under constant mechanical stress—and so are the people managing them. Condition monitoring should make life easier, not harder.

That’s why a full-service model is so effective in mining environments. The vibration sensors are rugged. The insights are practical. The installation is fast. And the support is proactive and ongoing. Your team isn’t burdened with managing the system; they just log in, check asset risk levels, and take action when needed to reduce downtime. 

Whether your plant is at surface level or 2,000 feet underground, real-time condition monitoring gives you peace of mind that your machines are no longer at risk for sudden failure. Just like that, your team will shift from a cycle of stress and reaction to a culture of proactive, high-performance maintenance.

Learn How to Get Buy-in From the Team—and Succeed Long Term

Laying the groundwork for a successful predictive maintenance program starts with knowing precisely what you stand to gain. Our recent white paper Succeeding with Predictive Maintenance: How to Justify Technology Investments and Maximize ROI explains how you can make a compelling business case, establish metrics to demonstrate financial impact, and drive improvements over time. Download your copy today.

Our 30-day, risk free trial is only $199.

AssetWatch customers save on average 8x in ROI. That means for every $1 you give us, we give $8 back to you.

Includes professional installation of up to 200 sensors (a $10k+ value)

24/7 monitoring and a dedicated CME for your site

AssetWatch cloud-based software with unlimited licenses

No CapEx, Engineering or IT integration required