Technology blog
Research-grade notes for sound, vibration and predictive maintenance teams.
Articles on controlled fault generation, wireless sensor validation, machine condition monitoring labs and practical signal workflows.
AI datasets / 8 min read
ML / AI Algorithm Development for Predictive Maintenance
How controlled machinery faults, synchronized vibration capture, and analyst-labelled features create useful training data for predictive-maintenance models.
TMFSSPhonoVibeTVIB
Sensor validation / 7 min read
Wireless Sensor Validation Lab
A reference workflow for validating wireless accelerometers against wired sensors, calibration systems, and repeatable machinery faults.
Wireless sensorsT-CalibroTMFSS
University labs / 9 min read
Machine Condition Monitoring Lab for Research Universities
How universities can build a practical vibration lab for condition monitoring, diagnostics, modal testing, and student research.
University labCondition monitoringTraining
Acoustic materials / 8 min read
Acoustic Impedance and Transmissibility Measurement of Materials
How impedance tube testing helps labs measure absorption coefficient, acoustic impedance and transmission loss for foams, liners, panels and enclosure materials.
T-SonusImpedance tubeTransmission loss