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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Machinery Fault Signature Simulator | TMFSS MINI
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The TMFSS Mini is Tiera’s compact yet powerful machinery fault simulator designed to provide hands-on learning and experimentation in fault diagnosis and vibration analysis. Ideal for educational institutions, research labs, and professionals, the TMFSS Mini enables users to simulate real-world machinery faults in a controlled environment.
The TMFSS Mini is Tiera’s compact yet powerful machinery fault simulator designed to provide hands-on learning and experimentation in fault diagnosis and vibration analysis. Read more
Ideal for educational institutions, research labs, and professionals, the TMFSS Mini enables users to simulate real-world machinery faults in a controlled environment.Description
The TMFSS Mini is Tiera’s compact yet powerful machinery fault simulator designed to provide hands-on learning and experimentation in fault diagnosis and vibration analysis. Ideal for educational institutions, research labs, and professionals, the TMFSS Mini enables users to simulate real-world machinery faults in a controlled environment.
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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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 →
Training programmesBuilding a Vibration Training Lab: What to Buy First, and What Nobody UsesThe equipment that makes a vibration course work is not the equipment that photographs well. A fault simulator earns its cost in the first cohort; a second analyser and a wall of sensors usually do not. Here is the order we would buy in, and the honest reason for each step.8 min read · Read →
TIERA 101TIERA 101: Why a Free Vibration Programme Is Worth Your TimeTen free courses, 359 lessons, 211 simulators you actually drive — built by the people who build the instruments. What TIERA 101 is, what it honestly is not, and why both plants and universities are using it.8 min read · Read →