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Module 06

Predictive Maintenance

Slimme Fabriek
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PredictiveHigh Risk
87%

Faalkans

Motor #4 lager

Binnen 48u

Trilling 7d

Detect anomalies in vibration and temperature data before they become expensive failures. Works with your existing sensors or PLC data — we don't install new sensors.

Implementation

2-4 weeks

ROI

< 6 months

Support

24/7

How it works

From problem to solution

See how this module tackles your daily challenges and delivers measurable results.

Current situation

Unplanned downtime

A broken bearing or overheated motor always comes at a bad time. Reactive maintenance is 3x more expensive than planned maintenance and disrupts the entire supply chain.

Consequences

  • Longer downtime due to searching for information
  • Dependency on specific people with knowledge
  • Inconsistent methods between shifts

With Slimme Fabriek

Condition Monitoring

Our models analyze existing vibration, temperature, and power data from your sensors or PLC. You get an immediate warning for abnormal behavior, before the part fails. We don't install new sensors — this module works when you already have vibration or temperature data available.

Result

  • Direct access to relevant information
  • Knowledge secured and always available
  • Uniform working method for all employees

Business Value

This module is designed to make a direct impact on the shop floor. We focus on measurable results that increase OEE and reduce workload.

Efficiency+15-25%
Error reduction-40%
Training time-50%

Prevent unexpected downtime.

Detailed process assurance ensures constant quality across all shifts.

Extend the lifespan of assets.

Detailed process assurance ensures constant quality across all shifts.

Schedule maintenance more efficiently.

Detailed process assurance ensures constant quality across all shifts.

Prevent consequential damage through early detection.

Detailed process assurance ensures constant quality across all shifts.

Architecture

Technical basis

Built on a modern stack for maximum reliability and speed on the factory floor.

Edge-First Design

Local processing of critical data ensures minimal latency and maximum uptime.

Secure by Default

End-to-end encryption (AES-256) and strict RBAC permissions protect your data.

Seamless Integration

Native support for OPC-UA, MQTT, and Modbus for existing PLCs.

Maintenance

Maintenance managers who want to switch to Condition Based Maintenance.

Maintenance Engineers who want to optimize preventive schedules.

Financial planners who want to reduce spare parts inventory.

Technical capabilities

Anomaly detection algorithmsTrend analysis of sensor dataIntegration with IoT sensorsAutomatic work orders on deviations

Industries

Sector-specific application

Discrete Manufacturing

Automotive, metal, assembly. Reduce downtime and accelerate problem-solving on complex production lines.

Food & Beverage

Strict hygiene requirements, batch traceability, HACCP compliance. Digital work instructions that are always up-to-date.

Pharma & Life Sciences

GMP compliance, electronic batch records, complete audit trail for validation.

Logistics & Warehousing

WMS integration, pick instructions, operator training for new processes and systems.

Choose one module as a starting point and scale from there.

In a short session, we determine together which module has the most impact for your factory. Based on that, we create a concrete pilot proposal.