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.
Resonance Simulation Kit
₹1,87,500
Indicative price, ex-works. Excludes GST, packing & forwarding, freight, insurance and duties. Request a quotation to confirm.
Resonance Faults Addon Kit for the TMFSS Macro simulates resonance-related faults in industrial machines
Resonance Faults Addon Kit for the TMFSS Macro simulates resonance-related faults in industrial machines
Description
The Resonance Simulation Kit extends the TMFSS Macro simulator to industrial resonance scenarios, which it replicates so that resonance in machinery can be analysed directly. It gives an environment in which a resonance-related problem can be modelled precisely and then troubleshot — the practical basis for a maintenance strategy that accounts for resonance.
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. Vibration Analyst Certification Training ISO 18436-2 Cat I and Cat II training programmes combining hardware fault rigs, structured course material, and digital simulation software — for training institutes and in-plant L&D teams. Wireless Sensor Validation Lab 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.
Vibration Analyst Certification Training
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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₹1,87,500
Indicative price, ex-works. Excludes GST, packing & forwarding, freight, insurance and duties. Request a quotation to confirm.
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The engineering behind this product
Why this measurement is made, how it goes wrong, and what the numbers mean — written by the people who build the instrument.
Fault simulationBuilding a Controlled Machinery Fault Library with TMFSSA visual mini-explainer: how a lab reproduces unbalance, misalignment, looseness, bearing defects and gear faults on demand, and why a label you set before capture beats a label you guess afterwards.7 min read · Read →
Field diagnosticsIs It Resonance, or Is It the Force? How to Tell in an AfternoonWhy balancing a machine again and again never fixes a resonance, what a natural frequency actually is, and the two quick field tests — the bump test and the coast-down — that settle the question.6 min read · Read →
Interactive labRun It Up Yourself: Drive a Machine Through Resonance on a Live Campbell DiagramA hands-on companion to our resonance-or-forcing explainer. Drag the running speed, set one or two natural frequencies and a damping level, and watch forcing lines cross structure lines on a Campbell diagram while an honestly-computed response curve shows the shudder build and fall away.7 min read · Read →