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.
Gear Fault Attachment
₹7,12,500
Indicative price, ex-works. Excludes GST, packing & forwarding, freight, insurance and duties. Request a quotation to confirm.
Gear Fault Attachment for the TMFSS Macro simulates gear-related faults in industrial machinery
Gear Fault Attachment for the TMFSS Macro simulates gear-related faults in industrial machinery
Description
The Gear Fault Attachment for the TMFSS Macro simulates gear-related faults in industrial machinery. It extends the TMFSS Macro simulator so that gear wear, misalignment and the other common gear failures can be examined closely, and analysed and resolved in detail. It suits teaching and plant work alike: the attachment is used both to build fault-detection skill and to support preventive maintenance.
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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₹7,12,500
Indicative price, ex-works. Excludes GST, packing & forwarding, freight, insurance and duties. Request a quotation to confirm.
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Before you buy
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 →
Gearbox diagnosticsOne Chipped Tooth, Once per Revolution: Reading Gear Mesh and Its SidebandsThe mesh tone is a gearbox's normal singing voice — its height alone proves little. A chipped tooth modulates that tone once per revolution, growing sidebands around the GMF, and their spacing names the guilty shaft. Includes a live spectrum explorer you can drive.8 min read · Read →