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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Asymmetrical & Cocked (Misaligned) Rotor Simulation addon for the TMFSS Macro simulates rotor misalignment and asymmetry in industrial machines.
Asymmetrical & Cocked (Misaligned) Rotor Simulation addon for the TMFSS Macro simulates rotor misalignment and asymmetry in industrial machines.
The Asymmetrical & Cocked (Misaligned) Rotor Simulation addon for the TMFSS Macro simulates rotor misalignment and asymmetry in industrial machines. It adds a simulation environment for rotor dynamics, covering the faults that arise when a rotor is misaligned or sits asymmetrically on its shaft. Modelling those fault scenarios shows the vibration patterns, stress distributions and operational inefficiencies each one produces, so that professionals and educators can study rotor behaviour, sharpen their diagnosis and plan the maintenance that corrects it.
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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