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One coordinated program brought more than 10,000 smart sensors online across 14 cement plants on three continents.
Cement is one of the most demanding environments in heavy industry. Kilns run continuously, crushers and mills grind around the clock, and a single unplanned stop on a critical line can cost a plant enormous sums in lost production, emergency repairs and missed deliveries. Reliability here isn't a nice-to-have — it's the business.
That's the scale of challenge behind this deployment. One of Europe's largest cement producers chose Fizix to monitor the health of critical rotating equipment across its multinational footprint. In a single, coordinated program we deployed more than 10,000 smart multi-sensor devices across 14 production plants spanning three continents — Europe, Asia and Africa — all feeding one unified, digital-twin-based machine-health platform.
Why Cement Makes Reliability Mission-Critical
Heavy loads, abrasive dust, extreme heat and non-stop duty cycles push rotating equipment to its limits. Kiln drives, ID and FD fans, raw and cement mills, crushers, separators and conveyors all run continuously — and when one stops unexpectedly, the disruption ripples through the entire production chain.
Across a fleet of 14 plants on three continents, the problem multiplies. Each site has dozens of critical machines, different tools and habits, and limited access to scarce vibration experts. Group reliability teams had no single, comparable picture of asset health — and the cost of surprise failures, measured in tonnes of lost clinker, dwarfed the cost of the parts themselves.
Smart Multi-Sensors Devices, One Digital Twin
The answer was a turnkey, fleet-wide rollout: edge-AI sensors on the machines, an independent secure wireless network at each site, and a single cloud platform that turns raw signals into decisions. Every Fizix device captures four signal domains at once and runs analytics on the device itself, so the network carries diagnosed insight — not just raw waveforms.
Four Sensors in One Device
3-axis vibration, acoustic emission, magnetic flux and temperature — a complete view of mechanical and electrical health from a single, easy-to-install unit.
Edge Analytics On-Device
Statistical and failure-related indices are computed at the sensor in real time, so the network carries insight, not just data.
Independent Secure Network
Each site runs on its own dedicated wireless network — no burden on plant IT, no shared-network risk.
One Digital-Twin Platform
Every machine, on every site, lives as a digital twin in Mate — health scores, diagnosis, forecasts and alarms in one window.
Group-Wide Integration
Alarms flow into existing ERP/CMMS systems as work orders, with tenant and role management per plant and for the group.
Failure Prediction &Amp; Forecast
The platform forecasts developing faults and time-to-action, so teams plan repairs ahead of failure, not after it.
Real Machines, Real Sensors
Fizix sensors mounted on critical cement equipment across the deployment.
Watch the Project
Moments from the program.
A Repeatable Playbook, 14 Times Over
Deploying at this scale demands a disciplined, low-disruption process applied identically at every plant — so the program scales without chaos. The same six steps were repeated across the network.
Fleet Assessment
Critical assets and measurement points identified plant-by-plant, standardized into one asset taxonomy for the whole group.
Solution Design
Sensor counts and network layout specified per site — thousands of points planned for a consistent rollout.
Phased Installation
Sensors mounted across all 14 plants without stopping production, including hard-to-reach and hot points.
Secure Networks
An independent, secure wireless network stood up at each site — zero load on plant IT.
Platform Onboarding
Every machine modeled as a digital twin in Mate, with tenant, role and configuration per plant and group.
Go Live &Amp; Scale
Final configurations tuned, teams trained, and the same way of working switched on across the entire network.
The Value It's Built to Create
From the first weeks the program began creating value — catching developing faults early, cutting unplanned stops, and giving every plant the same predictive edge. These are the outcomes a functional predictive-maintenance program of this scale is engineered to deliver.
Figures are industry averages for functional predictive-maintenance programs (sources include the US Department of Energy, ISO 13373 condition-monitoring guidance and Industry 4.0 studies referenced in Fizix solution documentation). Actual results vary by asset, baseline and operating conditions; project-specific outcomes are validated with the customer over time.
From Single Machines to a Group-Wide Standard
The real power of a deployment at this scale isn't just 10,000 sensors — it's 10,000 sensors speaking the same language. Every plant, in every country, now monitors machine health the same way, with the same diagnoses, the same severity logic and the same digital-twin view.
That gives group reliability leaders something they've never had before: a single, comparable picture of asset health across the entire production network. Best practices found at one site roll out everywhere; the worst-performing assets across the fleet become visible and addressable; and maintenance spend can be planned at group level, not just plant-by-plant. It turns reliability from a local, reactive activity into a strategic, data-driven capability for the whole company.
Bring This to Your Plants
Whether it's one critical line or an entire multinational network, Fizix scales from a single machine to thousands of sensors on one digital-twin platform. Tell us about your operation and a specialist will reply within one business day.
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