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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Damping Simulation Addon for the TMFSS Macro examines the effects of damping in mechanical systems.
Damping Simulation Addon for the TMFSS Macro examines the effects of damping in mechanical systems.
The Damping Simulation Addon for the TMFSS Macro examines the effects of damping in mechanical systems. It extends the TMFSS Macro simulator with an environment for studying how damping mechanisms influence vibration control, energy dissipation and stability in industrial machinery. Damping is the process by which energy is removed from a vibrating system in order to reduce, control or eliminate oscillation, and it governs how a mechanical system behaves under vibration. In machinery, effective damping is what prolongs equipment life, keeps operation efficient and holds safety standards. With the addon fitted to a TMFSS Macro setup, users can run damping scenarios to work out where damping components should sit and how they should be designed, and can compare how different materials and configurations perform at minimising vibration and its effects. It is aimed at engineers and designers improving machine performance and durability through better vibration management, and it teaches the principles of damping hands-on.
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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