Key research themes
1. How can material selection impact the structural deformation and efficiency of spur gears?
This research theme focuses on understanding how different material choices for spur gears, including polymeric alternatives to traditional metals, influence deformation under load, vibration, noise generation, and overall mechanical efficiency. This is crucial because reducing tooth deformation and gear vibration can enhance gear transmission efficiency and durability.
2. What are the advanced methods for predicting and analyzing contact stresses and sub-surface stresses leading to gear failure in spur gears?
This theme delves into contemporary modeling and experimental techniques to evaluate the dynamic meshing stiffness, contact pressures, and sub-surface shear stresses in spur gears under operational loads. Insights from these studies are essential to understanding gear fatigue, wear, and failure mechanisms, enabling better design and lubrication strategies to extend gear life and reliability.
3. How can advanced diagnostic and optimization techniques contribute to early fault detection and design improvement of spur gears?
This theme addresses research employing dynamic modeling, machine learning, vibration analysis, and optimization algorithms to both detect early faults such as cracking and pitting in gear teeth and optimize gear geometry for performance and durability. Early fault diagnosis methodologies using vibration data and neural networks are complemented by multi-objective optimization approaches for gear design, enabling both reliable monitoring and efficient design trade-offs.