| About this Abstract |
| Meeting |
TMS Specialty Congress 2025
|
| Symposium
|
8th World Congress on Integrated Computational Materials Engineering (ICME 2025)
|
| Presentation Title |
Multi-Disciplinary Robust Co-Design Exploration Framework for Materials, Products, and Manufacturing Processes |
| Author(s) |
H M Dilshad Alam Digonta, Mathew Baby, Anand Balu Nellippallil |
| On-Site Speaker (Planned) |
H M Dilshad Alam Digonta |
| Abstract Scope |
Conventional manufacturing processes involve the complex interactions between stakeholders from manufacturing, materials, and product disciplines to realize the final product. Effectively designing this complex system requires a multi-disciplinary design approach that emphasizes coordinating the interactions between the different disciplines. This necessitates the capability to co-design, which involves simultaneously exploring a wide range of "satisficing" robust design solutions across multiple disciplines by managing uncertainties.
In this paper, we present a multi-disciplinary, robust co-design exploration framework for design space exploration involving multiple disciplines and management of uncertainty. The framework uses multi-disciplinary robust design constructs and a machine learning-based visualization tool to explore the robust multi-disciplinary design space simultaneously. The efficacy of the framework is demonstrated using the hot rod rolling problem, which considers the interactions between material microstructure and manufacturing processes. The framework is generic and supports the co-design exploration of systems characterized by multi-disciplinary interactions and the presence of uncertainties. |
| Proceedings Inclusion? |
Undecided |