Metrology Data Analytics
WP6 Smart Semantic Metrology Systems

The WP6 aim is to create and deliver a smart semantic knowledge system that will incorporate the fusion of knowledge from design specification, production, verification and manufacturing sources in a smart machine-readable format. This lays a key foundation for one of the main HUB grand challenges of smart metrology semantics, where key manufacturing knowledge/information/data is represented and manipulated by a new smart semantic language. It is aligning with Theme II, Objective 5 and Objective 6.

Meet the team

Dr Qunfen Qi


University of Huddersfield

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Prof. Paul Scott


The University of Huddersfield

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Dame Prof. Xiangqian (Jane) Jiang


University of Huddersfield

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Dr Peizhi Shi

Research Fellow

The University of Huddersfield

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PhD Students

   Mr Yuchu Qin, University of Huddersfield



Qi Q, Pagani L, Jiang X, Scott P. (2019) Enabling metrology-oriented specification of geometrical variability - A categorical approach. Advanced Engineering Informatics, 39, p.347-358 (Q1). 
Qin, Y., Qi, Q., Scott, P. J.,  Jiang, X. (2019) Determination of optimal build orientation for additive manufacturing using Muirhead mean and prioritised average operators.  Journal of Intelligent Manufacturing. 30, 8, p.3015-3034 (Q1). 
Shi, P., Qi, Q., Qin, Y., Scott, P., Jiang, J. (2020) A novel learning-based feature recognition method using multiple sectional view representation. Journal of Intelligent Manufacturing. (Q1). 
Qin, Y., Lu, W., Qi, Q., Liu, X., Huang, M., Scott, P. J., Jiang, X. (2018) Towards an ontology-supported case-based reasoning approach for computer-aided tolerance specification. Knowledge-Based Systems. 141, p. 129-147 (Q1). 
Qin, Y., Lu, W., Qi, Q., Liu, X., Huang, M., Scott, P. J., Jiang, X. (2018) Towards a tolerance representation model for generating tolerance specification schemes and corresponding tolerance zones. International Journal of Advanced Manufacturing Technology. 97, 5-8, p.1801-1821 (Q1). 
Qi, Q., Scott P.J., Jiang, X. (2018) A categorical framework for formalising knowledge in additive manufacturing. Procedia CIRP, 75, 87-91. 
Book Chapter: 
Q.Qi, P.J. Scott, X.Jiang, Chapter 12: Smart surface design and metrology platform. In: X. Jiang, P.J. Scott, Advanced Metrology: Freeform Surface, Academic Press, ISBN 978012817337, April 2020.