Here, we introduce you to Dex Chang, from one of ACM CRC’s university partners, The University of Sydney.
I’m working on design optimisation with circular design 4.0: Artificial Intelligence based quality control manufacturing health monitoring reuse and recycling of composite connections, which falls under ACM CRC Research Program 1 (Composite Materials) and Research Program 4 (Design, integration).
My PhD program focuses on using numerical design with circular design 4.0 techniques to optimise the connection design in steel-timber composite structures. It mainly focuses on the innovative connection design between the timber slab and steel beams.
The industry has widely adopted traditional mechanical fasteners as the solution. However, recent research on novel connection designs, such as concrete grouted mechanical fixings, mechanical connections with epoxy, inclined fixings with nailed washers and new mechanical fasteners with nail plate reinforcement, suggests that the conventional connection has lower stiffness and load-bearing capacity, which means it's no longer the best option when considering sustainability and reusability.
Also, when considering the design with environmentally friendly techniques, which requires a high utilisation rate of the raw materials and reusability of the existing building element, a more sustainable modular steel and timber composite connection is becoming popular. My research is focusing on achieving a circular design 4.0 design tool for such new connection design to assist the industry.
After discussing the topic with my supervisors, I learned that it requires us to incorporate timber elements with steel. I was really interested in and did well in steel and concrete composite structures when I was studying for my master's degree. Composite design is challenging but interesting since it can have a huge impact on the construction of new buildings.
The use of circular design 4.0 has become quite popular in the construction industry in recent years. This project can be good practice for implementing circular design 4.0 and AI techniques to achieve an optimised design outcome and serve the demanding industry on the newly proposed timber and steel composite structures. Such connection with the idea of modularity and reusability will have huge potential in the construction of residential buildings, save the overall cost of the construction project and protect the environment.
I hope to achieve a design tool to assist industrial engineers in the design of the relative connection with AI and machine-powered analysis. The expected challenges that I hope to overcome are: (1) Develop a new idea for connection design that meets sustainability requirements while minimising material use and installation difficulty; (2) To implement Circular Design 4.0 with this connection design process, and determine what parameters or evaluation criteria we should set to determine whether the outcome satisfies our goals; and (3) Regarding the AI-based connection design process, overcome the difficulty of bridging the image processing techniques with FEA analysis techniques.
I'll try to accomplish the current project and then potentially further my study in the timber composite structure and modular element design for construction.
Rather than another normal PhD project, we have specialised industrial partners that can provide valuable suggestions on the connection design and well-collected industry data, and help us to examine the feasibility of the outcome in real-world construction projects. Also, with the powerful community of our association, we students can have a better understanding of the connection between research and industrial needs to facilitate our design to stay on track with the industry.
Finding the right track for composite structure and a novel topic is quite challenging. By reading articles from different realms of composite structure, researchers can get some inspiration from, for example, concrete composite and other new materials for construction.
My previous study focused on the animation and digital simulation of the construction process with Revit and Unreal Engine, and to optimise the simulation to achieve a smoother and more realistic viewer experience, and lower the hardware requirement using the LOD techniques powered by Unreal engine.
Visit our Education and Training page to learn more on our HDR Program, and how it’s helping to achieve industry transformation.
Australian Composites Manufacturing
Cooperative Research Centre
(ACM CRC)
Level 1, Greenhouse
180 George Street
SYDNEY NSW 2000
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