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PhD Defence Lisandro Jimenez Roa | Reliability and...
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Bram Ton on Making Rail Maintenance More Sustainable...
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Bearing Test System

Physical set-up to generate failure data for bearings, facilitating better understanding and validation of predictive algorithms.

  • Generates run-to-failure data of bearings under configurable operational circumstances.
  • The modular bearing test rig is open to input from external parties for generating custom datasets.
  • As PdM matures and sensor technologies evolve, the demand increases for controlled, reproducible failure data and an independent platform to evaluate emerging PdM solutions.
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  • Description
  • Details
Performance, cost, and risk

What are the performance, cost, and risk impacts of implementing this product?

  • Performance: Enables the generation of diverse, high-quality run-to-failure datasets for bearings under configurable operational circumstances. Supports validation and bench-marking of predictive maintenance algorithms.
  • Cost: Operational costs for personnel, test samples, and facility usage.
  • Risk: Incomplete coverage if not all failure modes are replicated. Technical failures in the sensor/data chain.
Implementation requirements

What capabilities would a business/organization/institution need to have to implement this product?

  • Processes: Experiment planning and execution and data validation procedures for running bearing degradation tests and logging failures.
  • Resources: Technical staff, operational budget, bearing samples, sensor modules, and data storage IT infrastructure.
  • Competences: Expertise in test rig operation, experimental design, and data management
  • Technologies: Physical bearing test rig with advanced sensor platform (piezo sensors, FBGs, ultrasound, RPM, temperature modules) and digital data acquisition systems
Related works
  • Van As (2025). Change Point Detection Algorithms for Identifying Bearing Damage Onset.
  • Priem (2025). Data Formats and Storage Solutions for Bearing Test System.
Contact information

For further inquiries regarding this product, feel free to get in touch with:

  • Sam Aerts, The Hague University of Applied Sciences. s [dot] h [dot] aerts [at] hhs [dot] nl
Industry / demonstrator: Demonstrator

PrimaVera Framework: Data acquisition

Product Readiness (TRL): Development

Target Implementation Level: Component / Maintainable item

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