Research Library

The top resource for free research, white papers, reports, case studies, magazines, and eBooks.

Share Your Content with Us
on TradePub.com for readers like you. LEARN MORE
Optimising Gearbox Performance: Romax & ODYSSEE Combined for AI/ML-Based Transmission Design
Request Your Free White Paper Now:

"Optimising Gearbox Performance: Romax & ODYSSEE Combined for AI/ML-Based Transmission Design"

The main objective of this paper is to introduce a solution for the current engineering challenges facing powertrain designers. This solution leverages the power of AI/ML technologies in the framework of transmission design. For this purpose, an evidence-based approach is adopted by presenting practical examples and use cases.

This study contains two main examples. The first is a small study conducted to validate the approach, focused on gear micro-geometry optimisation to reduce transmission error. This first study proves the accuracy and effectiveness of the method, after which a second, more comprehensive study is shown. This second study optimises a transmission design by varying a large number of parameters and evaluating the design’s performance against a wide range of criteria. This second case study shows the potential power that can be leveraged using this solution, which combines physics-based CAE with AI/ML methods.


Offered Free by: engineering.com and Hexagon
See All Resources from: engineering.com and Hexagon

Recommended for Professionals Like You: