01 · Cabin NVHWhy the loudest panel is rarely the true source
The engineering risk
Treating the highest measured SPL panel can miss the excitation path and modal coupling.
The method
Panel participation, contribution ranking and transfer-path reasoning separate the source from the efficient radiator.
Read the published LinkedIn analysis ↗02 · Tractor NVHThe 16-hour shift: NVH as an endurance problem
The engineering risk
Low-frequency boom, driveline whine and terrain-induced vibration accumulate across long operating shifts.
Published example
Panel contribution analysis isolated a 45 Hz access-plate response; two CAD ribs reduced the simulated contribution by 6 dB without added mass.
Read the published LinkedIn analysis ↗03 · Whole-body vibrationMining-machine vibration as an operator-safety problem
The engineering risk
Mechanical shock and low-frequency exposure affect fatigue, visibility, reaction and long-term operator health.
The method
Frequency-weighted acceleration, operating duty and input paths are assessed before seat, suspension or mount changes are selected.
Read the published LinkedIn analysis ↗04 · HVAC acousticsThe overlooked noise source in heavy-machinery cabins
The engineering risk
High airflow, sharp duct transitions, fan tones and operator proximity can dominate an otherwise successful cabin target.
The method
CFD/CAA identifies turbulence and vortex shedding; acoustic propagation and structural modes guide duct, lining, vent and mounting changes.
Read the published LinkedIn analysis ↗05 · Speech intelligibilityA quiet cabin can still fail communication
The engineering risk
Background noise, HVAC flow and glass reflections reduce signal-to-noise ratio for radios, warnings and hands-free communication.
The method
Microphone flow exposure, speaker directivity, reflection timing and Speech Transmission Index are considered during cabin design.
Read the published LinkedIn analysis ↗06 · Environmental acousticsQuiet cooling for high-density data centres
The engineering risk
AHUs, fans, chillers and silencers must remove major heat loads without violating occupational or community noise limits.
The method
Source spectra, low-frequency silencer performance, casing radiation and breakout paths are addressed before installation.
Read the published LinkedIn analysis ↗