Identifying steel elements for reuse using advanced analysis from AI and engineering

Methods

Summary

🔬 Project Methods:

In the first year, the project will focus on a thorough literature review and expert consultations to shape the research framework. In the following phases, I will carry out:

• Literature review to define the theoretical and technical background

• Data collection from case studies, industry reports, and on-site observations

• Non-destructive mechanical testing (NDT) of steel elements to assess their suitability for reuse

• Testing with real-world case studies to validate the tool’s practical applicability and accuracy

Challenges

Developing a reliable tool for steel reuse presents several challenges:

• Data quality and availability: Accessing detailed, consistent information on reclaimed steel elements can be limited or fragmented.

• Technical complexity: Designing effective non-destructive tests that balance accuracy and practicality requires interdisciplinary expertise.

• Strategic decision-making: As a self-funded researcher, making the right technical and structural decisions early on—without institutional backing—requires mentorship and guidance.