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Use cases

How engineers use TIERA instruments.

Workflow guides for common measurement tasks — from production-line pass/fail to AI training-data generation.

Wireless Sensor Validation Lab

AI / ML

Wireless sensor / accelerometer OEM running validation labs

Characterise a wireless accelerometer against a wired reference, induce known faults on a controlled rig, and capture parallel streams for ground-truth labelling — all without a trip to a customer site.

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ML / AI Algorithm Development for Predictive Maintenance

AI / ML

ML / signal-processing teams building predictive-maintenance algorithms

Generate clean, labelled fault datasets, capture high-channel-count parallel sensor streams, and validate classifier outputs against ground-truth spectral features — without leaving your lab.

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Rotating Machinery Condition Monitoring

Plant maintenance team running route-based vibration program

Route-based vibration measurement, spectral analysis, and trend monitoring for plant maintenance teams running a predictive maintenance program on fans, pumps, motors, and compressors.

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End-of-Line Quality Testing

OEM production line — automotive driveshafts, pumps, motors

Automated spectral alarm pass/fail on every unit leaving the production line — driveshafts, pumps, motors, gearboxes — using PhonoVibe DAQ and TVIB NDT RAM.

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Modal Analysis and Structural Dynamics R&D

Mechanical R&D / structural dynamics lab

Hammer and shaker-based FRF testing, frequency-response characterisation, and mode-shape extraction for mechanical R&D teams and structural dynamics labs.

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Vibration Analyst Certification Training

Training institute / in-plant L&D team certifying vibration analysts

ISO 18436-2 Cat I and Cat II training programs combining hardware fault rigs, structured course material, and digital simulation software — for training institutes and in-plant L&D teams.

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Not seeing your use case?

Most measurement problems are solvable with the instruments we make. Tell us what you are measuring.

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