From the roots of off-road machinery design & reliability to gear/transmission dynamics, PD pumps & flow meters, and physics-informed AI precision fluid control — connecting theory, testing, and the field.
Precision design of tractor/combine/heavy-equipment drivetrains, MBD and structural analysis.
Accelerated-life, corrosion, durability testing and load-measurement-based reliability with robust design.
Dynamic factor & transmission-error prediction, planetary transmissions, gearbox churning loss.
Leakage modeling and optimal design of rotary-clap, oval-gear, lobe, and vane pumps/meters.
±1% volumetric dosing using pump drive data and AI virtual sensors.
Physics + AI hybrid modeling for precision spraying and smart-farm automation.
See the Research Areas page for details.
A faculty start-up / research-institute company founded in 2023 on the lab's core technology. Its sensorless dosing and precision flow-metering solutions expand into F&B dispensers, precision-spraying modules, and smart-farm nutrient supply.
We continuously recruit graduate and undergraduate researchers interested in off-road machinery, fluid machinery, and AI.
Dept. of Bio-Industrial Machinery Engineering, KNU · Design & Reliability of Off-road Machinery Laboratory