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Dr Ying Liu BEng & MEng (Chongqing Univ, China), MSc (SMA, NTU), PhD (SMA, NUS)

Dr Ying Liu

BEng & MEng (Chongqing Univ, China), MSc (SMA, NTU), PhD (SMA, NUS)

Reader

School of Engineering

Users
Available for postgraduate supervision

Overview

Dr Ying Liu is currently a Reader in Intelligent Manufacturing and the Group Leader for High-value Manufacturing with the Department of Mechanical Engineering at the School of Engineering in Cardiff University, UK.

Before that, he worked as an Assistant Professor with the Department of Mechanical Engineering at the National University of Singapore (2010-2013) and with the Department of Industrial Systems and Engineering at the Hong Kong Polytechnic University (2006-2010). He obtained his Bachelors (1998) and Masters (2001) both from Mechanical Engineering at Chongqing University, China and PhD (2006) from the Innovation in Manufacturing Systems and Technology (IMST) program under the Singapore MIT Alliance (SMA) at the National University of Singapore.

His research interests focus primarily on engineering informatics, digital and intelligent (smart) manufacturing, AI and machine learning for engineering, design methodology and process and advanced ICT in engineering design and manufacturing, in which areas he has published over 160 scholarly articles, one edited book and more than 12 journal special issues. Given his career trajectory, Dr Liu’s research is supported by GRF Hong Kong, MOE Singapore, A*STAR Singapore, EPSRC UK, NSF China and the industry.

He serves as Associate Editors with ASME JCISE, IEEE T-ASE, the Journal of Industrial and Production Engineering (Taylor & Francis), CCF Transactions on Pervasive Computing and Interaction (Springer) and Autonomous Intelligent Systems (Springer), and is on the Editorial Board of Advanced Engineering Informatics (Elsevier).

New

1. Congratulations to my former PhD student Dr Chong Chen who was awarded "2020 Reviewer of the Year" by the ASME Journal of Computing and Information Science in Engineering (JCISE) in cognition of his outstanding contribution to the journal in terms of the quantity, quality, and turnaround time of reviews completed in the year of 2020!

2. AMSec 2021: International Workshop on Additive Manufacturing (3D Printing) Security, in conjunction with the ACM Conference on Computer and Communications Security (CCS) 2021, November 14-19, 2021, Seoul, South Korea

3. CFP: SI on Symbiotic Human-AI Partnership for Next Generation Factories with ASME JCISE (ISSN 1530-9827)

4. CFP: The 14th IFAC Intelligent Manufacturing Systems Workshop (IMS 2022), March 28-30, 2022, Tel-Aviv, Israel

5. My next keynote speech: The Global Conference on Manufacturing and Industrial Engineering, Sep 2021 Brussels, Belgium

6. My next keynote speech: AI for Advanced Manufacturing, Oct 2021 Washington DC

7. Mr Zhouyang Ding, a Master student who visited our research group for six months in 2019, has been awarded an ESI Highly Cited Paper for his publication An integrated decision-making method for selecting machine tool guideways considering remanufacturability, (10.1080/0951192X.2018.1550680).

8. CFP: SS on Advances of Machine Learning for Smart Manufacturing with IEEE CASE 2021

9. CFP: SS on Advances of Digital Twin for Intelligent Manufacturing with IEEE CASE 2021

10. CFP: ASME IDETC/CIE 2021 and the 41st Computers and Information in Engineering Conference (CIE) Topics

11. CFP: SI on Distributed and Sustainable Manufacturing with Sustainability (MDPI, ISSN 2071-1050)

Biography

Determined to experience different research cultures and pursue his career, Dr Liu joined Cardiff University as a Senior Lecturer with the Institute of Mechanical and Manufacturing Engineering at the School of Engineering in July 2013. He obtained his Bachelor and Master both in Mechanical Engineering from Chongqing University, China in 1998 and 2001, and then M.Sc. and PhD from the Innovation in Manufacturing Systems and Technology (IMST) program under the Singapore MIT Alliance (SMA) at Nanyang Technological University and the National University of Singapore in 2002 and 2006 respectively. In Dec 2006, he went to teach with the Hong Kong Polytechnic University, first as a Lecturer and then an Assistant Professor. From Aug 2010, Dr Liu joined Mechanical Engineering with the National University of Singapore as an Assistant Professor until his tenure ended in Jun 2013.

Dr Liu’s research interests focus primarily on design informatics, manufacturing informatics, intelligent manufacturing, design methodology and process, product design, ICT in design and manufacturing, intelligent data analytics, information processing and management in conceptual design, engineering design and manufacturing using techniques such as data/text mining, machine learning, information retrieval, computational intelligence, AI and so on for knowledge discovery and management purpose.

In Aug 2009, teamed up with academics from University of Bath UK, Purdue University and Georgia Institute of Technology in the US, Dr Liu had initiated the first special session on Design Informatics (DI) with the ASME International Design Engineering Technical Conferences (IDETC) and Computers and Information in Engineering Conference (CIE) in San Diego. DI studies the representation, perception, processing, computation, communication, storage, retrieval and reuse of information and knowledge in the general context of design. Largely due to the fast-growing services offered by WWW, Semantic Web and Web 2.0, and the intrinsic complexity of information processing in design -- information and knowledge-intensive activity, DI has emerged as a multidisciplinary research arena that links up various areas like information and communication technology, cognitive science and social science, computer science and artificial intelligence, design study and so on. In 2011 Washington DC, DI was voted to be one of the four permanent topics under the Technical Committee of Systems Engineering, Information and Knowledge Management (SEIKM) with IDETC/CIE starting in IDETC/CIE 2012, Chicago. In the meantime, Dr Liu was elected as the ASME CIE/SEIKM Technical Committee Chair for 2012-2013 and served IDETC 2013 Portland, USA. Furthermore, he was nominated as the Associate Theme Chair of Design Information and Knowledge theme with the 19th International Conference on Engineering Design, ICED’13 Seoul Korea, another premier academic conference on engineering design organized by the Design Society.

Given his expertise, Dr Liu’s past research is funded by Hong Kong Research Grants Council (RGC), Ministry of Education Singapore, Singapore A*STAR and the Chinese government, spanning industry sectors from automotive manufacturing, aerospace, energy and offshore, to public transportation, healthcare and hospital authority. Such efforts have made his research work appeared in academic journals and conferences from design and manufacturing, expert system and decision support, to engineering informatics and computer science. Dr Liu is the lead editor for the book “Advances of Computational Intelligence in Industrial Systems” Springer 2008 and has served as guest editors for several special issues with the Journal of Intelligent Manufacturing, Information Systems Frontiers and Advanced Engineering Informatics. He is an Associate Editor of ASME JCISE and the Journal of Industrial and Production Engineering (Taylor & Francis) and is on the Editorial Board of Advanced Engineering Informatics (ADVEI), the Journal of Integrated Design & Process Science (JIDPS) and the International Journal of Technology Enhanced Learning (IJTEL). He also serves as a reviewer of over 30 international journals and has acted as a Program Committee member for over 40 international conferences since 2012.

Professional memberships

He is a professional member with ASME, ACM, IEEE and the Design Society.

Publications

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008

2007

2006

  • Liu, Y., Lu, W. F. and Loh, H. T. 2006. A framework of information and knowledge management for product design and development - A text mini. Presented at: 12th IFAC Symposium on Information Control Problems in Manufacturing, 2006, Saint Etienne, France, 17-19 May 2006 Presented at Morel, G., Dolgui, A. and Pereira, C. eds.12th IFAC Symposium on Information Control Problems in Manufacturing, 2006. Information Control Problems in Manufacturing Vol. 12. International Federation of Automatic Control pp. 667-672., (10.3182/20060517-3-FR-2903.00339)
  • Yap, I.et al. 2006. Topic detection using MFSs. Presented at: 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2006), Annecy, France, 27-30 June 2006 Presented at Ali, M. and Dapoigny, R. eds.Advances in Applied Artificial Intelligence: 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2006, Annecy, France, June 27-30, 2006. Proceedings. Lecture Notes in Computer Science Vol. 4031. Berlin Heidelberg: Springer pp. 342-352., (10.1007/11779568_38)

2005

  • Liu, Y., Loh, H. T. and Tor, S. B. 2005. Comparison of extreme learning machine with support vector machine for text classification. Presented at: 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2005), Bari, Italy, 22-24 June 2005Innovations in Applied Artificial Intelligence: 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2005, Bari, Italy, June 22-24, 2005. Proceedings. Lecture Notes in Computer Science Vol. 3533. Berlin: Springer pp. 390-399., (10.1007/11504894_55)

Teaching

EN2909

Product Design and System Integration (Integrated Engineering)

EN3906

Product Design (MMM and Integrated Engineering, 3rd Year BEng full cohort)

ENT608

Manufacturing Informatics (MSc)

Dr Liu is the recipient of Teaching of the Year Award (AY2017/18) from the School of Engineering and was nominated for an Enriching Student Life Award three times by students.

Some design final videos from our past students, have fun and enjoy!

https://youtu.be/R69qTzRfDAc

https://youtu.be/vEaTgEMDQVU

Research theme: Mechanics, Materials and Advanced Manufacturing

Contracts

TitlePeopleSponsorValueDuration

Supervised Students

TitleStudentStatusDegree

Innovative design for smart products in the cyber-physical era

Jian QinCurrentPhD

Human-Machine-Interaction Focused Learning for Collaboration and Adaptability under Industry 4.0

Harley OliffCurrentPhD

Machine Learning Based Product Remaining Useful Life Prediction And Its Application In Predictive Maintenance

Chong ChenCurrentPhD
   

Supervision

My PhD students are in the backgrounds of mechanical/manufacturing/industrial engineering, computer science, automation and control, industrial design, EEE, and lately, materials science and engineering and enterprise management.

Almost 50% of my PhD students are industry-sponsored. Almost every single PhD research study under my direct supervision has a dedicated industrial collaborator so it helps the student to validate his/her original work and demonstrate its effectiveness and value.

Current supervision

alt

Arsalan Lambay

Research student

Harley Oliff

Research student

Chong Chen

Research student

alt

Fu Hu

Research student

alt

Kai Zhao

Research student

alt

Yixin Li

Research student

alt

Yingchao You

Research student

alt

Yanzhang Tong

Research student

alt

Yuwei Wan

Research student

alt

Zheyuan Chen

Research student

Ahmed Hassan

Research student