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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Sleeve Bearing Simulation Addon for the TMFSS Macro simulates the behaviour and performance of sleeve bearings in industrial machinery.
Sleeve Bearing Simulation Addon for the TMFSS Macro simulates the behaviour and performance of sleeve bearings in industrial machinery.
The Sleeve Bearing Simulation Addon for the TMFSS Macro simulates the behaviour and performance of sleeve bearings in industrial machinery. It extends the TMFSS Macro simulator to sleeve bearing operation, including lubrication, wear and load capacity. Sleeve bearings — also called plain bearings or bushings — reduce friction between a rotating shaft and the stationary structure supporting it. They are widely used because they are simple, durable and tolerant of a range of conditions; keeping one working and long-lived, though, depends on material selection, lubrication regime and alignment. The addon gives an environment for exploring those factors: users can run different operating scenarios and see how each parameter affects sleeve bearing health and efficiency, which is what predicting a failure and setting a maintenance interval both require. It is aimed at engineers, maintenance professionals and educators working on machinery design and 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.
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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