Shuo Su

Shuo Su
University of Bristol | UB · Department of Mechanical Engineering

PhD student

About

9
Publications
834
Reads
How we measure 'reads'
A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text. Learn more
36
Citations

Publications

Publications (9)
Article
Full-text available
Artificial Intelligence (AI) is transforming how society works, from real-time classification mechanisms and enhanced patient diagnoses to large language models that can assist workers in real-time. With the increasing interest of the industry in digitising manufacturing, the role of AI will become even more important in promoting meaningful intera...
Article
Full-text available
This paper proposes a comprehensive characteristic for digital twins (DTs) for the manufacturing domain, called ''identicality,'' to evaluate the capability to represent their physical counterparts in terms of their specific purpose. It is characterised by four attributes: completeness, trueness, precision, and latency. Specifically, completeness r...
Chapter
Full-text available
The digital twin (DT) has become a key component for the digitalisation, monitoring, and improvement of manufacturing systems. This has led to the development of various DTs for distinct workpieces, processes, and tools. While beneficial, these individual components need to be configured to form a system of DTs that represents the overall manufactu...
Conference Paper
Full-text available
The International Design Engineering Annual (IDEA) Challenge is a virtually hosted hackathon for Engineering Design researchers with aims of: i) generating open access datasets; ii) fostering community between researchers; and, iii) applying great design minds to develop solutions to real design problems. This paper presents the 2022 IDEA challenge...
Article
Full-text available
3D printing is a widely used technology for automating the fabrication of prototypes. The benefits are wide reaching, and include low required expertise, accurate geometric form and the processibility of many materials. However, production of certain forms – especially large forms – can be slow. From review of the sub-systems, the hotend is commonl...
Article
Full-text available
This paper investigates the influence of fidelity on the capability of digital twins (DT) to detect two common material extrusion (MEX) failures: extrusion error and layer shift. Monitoring of the failures is first explored using an image-based DT to provide a benchmark. The fidelity-performance analysis of DTs with significantly different levels o...
Article
Full-text available
Cutting force detection can contribute to predicting the productivity and quality of end milling operations. Instantaneous cutting force prediction of digital twins in end milling operations should be near real-time and accurate. This paper proposes an image-based approach that can contain more useful information due to a higher dimension and simpl...

Network

Cited By