ML / AI Algorithm Development for Predictive Maintenance
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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Cocked Bearing Attachment for the TMFSS Macro simulates cocked bearing faults in industrial machinery.
Cocked Bearing Attachment for the TMFSS Macro simulates cocked bearing faults in industrial machinery.
The Cocked Bearing Attachment for the TMFSS Macro simulates cocked bearing faults in industrial machinery. It extends the TMFSS Macro simulator’s range, so the effect of a misaligned bearing on equipment performance can be modelled and investigated directly. Bearing misalignment is common in maintenance work and hard to pin down; the attachment gives both students and plant engineers a way to practise detecting and troubleshooting it on a fault they can create at will.
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.
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.
Indicative price, ex-works. Excludes GST, packing & forwarding, freight, insurance and duties. Request a quotation to confirm.
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