• Shore Road, Jordanstown Campus

    BT37 0QB Newtownabbey

    United Kingdom

  • 228 Citations
  • 9 h-Index
20052019
If you made any changes in Pure these will be visible here soon.

Personal profile

Biography

I received my BEng (Hons) in Electrical and Computer Systems Engineering and a PhD in Fault Diagnosis and Control System from Monash University in 2006 and 2009, respectively. I am now a Lecturer at the School of Engineering, Ulster University, UK, and I am attached to the Nanotechnology and Integrated BioEngineering Centre (NIBEC).

My research interests include fault diagnosis, vehicular systems, modelling, signal processing and data analysis for anomaly detection and classification, as well as machine learning.

In 2014–2015, I was a Postdoctoral Researcher at the Division of Vehicular Systems, Linköping University, Sweden, where I worked with Volvo Car Corporation in Gothenburg on advanced fault diagnosis schemes in vehicular engines using model-based and data-driven methods.

I was instrumental in developing a Simulation Environment on the MATLAB/Simulink platform for realistic Model-In-The-Loop testing of various residuals generation and fault diagnosis methods to be used by VCC for the following:

  • Realistic modelling and control of the engine
  • Injection and simulation of a variety of actuator, sensor and variable faults in the engine
  • In-house designed algorithm for additional residuals selection
  • In-house designed algorithm for alarm generations, residuals monitoring as well as Fault Isolation (FI)
  • Simulation and FI of system with intermittent residuals

I am also an Adjunct Senior Research Fellow with Monash University Malaysia where I served as a Lecturer from 2009, and subsequently a Senior Lecturer till 2017.

  

Research Interests

fault diagnosis, vehicular systems, modelling, signal processing and data analysis for anomaly detection and classification, as well as machine learning

Education/Academic qualification

PhD

Bachelor

External positions

Adjunct Senior Research Fellow

1 Jun 2017 → …

Fingerprint Dive into the research topics where Mark Ng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 36 Similar Profiles
Mobile computing Engineering & Materials Science
Uncertain systems Engineering & Materials Science
State estimation Engineering & Materials Science
Smartphones Engineering & Materials Science
Failure analysis Engineering & Materials Science
Sensors Engineering & Materials Science
Lighting Engineering & Materials Science
Color Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2005 2019

  • 228 Citations
  • 9 h-Index
  • 12 Conference contribution
  • 12 Article
  • 1 Review article
  • 1 Featured article

A Realistic Simulation Testbed of A Turbocharged SI Engine System: A Platform for The Evaluation of Fault Diagnosis Algorithms & Strategies

Ng, K. Y., Frisk, E., Krysander, M. & Eriksson, L., 16 Sep 2019, (Accepted/In press) IEEE Control Systems Magazine.

Research output: Contribution to specialist publicationFeatured article

Fault Diagnosis
Testbeds
Testbed
Failure analysis
Engine
2 Citations (Scopus)

Combining model-based diagnosis and data-driven anomaly classifiers for fault isolation

Jung, D., Ng, M., Frisk, E. & Krysander, M., Nov 2018, In : Control Engineering Practice. 80, p. 146-156 11 p.

Research output: Contribution to journalArticle

Open Access
File
Classifiers
Internal combustion engines
Failure analysis
Learning systems
Systems analysis
20 Citations (Scopus)

A Sliding Mode Observer for Infinitely Unobservable Descriptor Systems

Ooi, J. H. T., Tan, C. P., Nurzaman, S. G. & Ng, K. Y., 26 Jun 2017, In : IEEE Transactions on Automatic Control. 62, 7, p. 3580-3587

Research output: Contribution to journalArticle

Open Access
File
32 Citations (Scopus)

Development of a prototype smart home intelligent lighting control architecture using sensors onboard a mobile computing system

Tang, S., Kalavally, V., Ng, K. & Parkkinen, J., 1 Mar 2017, In : Energy and Buildings. 138, p. 368-376

Research output: Contribution to journalArticle

Open Access
File
Mobile computing
Lighting
Smartphones
Sensors
Energy efficiency
27 Citations (Scopus)

Disturbance decoupled fault reconstruction using cascaded sliding mode observers

Ng, K., Tan, C. P. & Oetomo, D., 14 Sep 2011, (Accepted/In press) In : Automatica. 48, 5, p. 794-799

Research output: Contribution to journalArticle

Open Access
File

Activities 2009 2019

Panel Discussion on “Robots and Automated Systems”

Mark Ng (Speaker)
26 Mar 2019

Activity: Talk or presentationInvited talk

Design and Development of A Fault Isolation Scheme on A Vehicular Engine System

Mark Ng (Speaker)
19 Dec 2018

Activity: Talk or presentationInvited talk

Higher Education Academy (External organisation)

Mark Ng (Member)
4 Dec 2018 → …

Activity: MembershipMembership of network

Building Simulation (Journal)

Mark Ng (Reviewer)
2018 → …

Activity: Publication peer-review and editorial workEditorial work

Design and Development of A Simulation Benchmark for Model-In-The-Loop Testing of A Vehicular Engine System

Mark Ng (Speaker)
18 Dec 2018

Activity: Talk or presentationInvited talk

Press / Media

Interview on Electric Cars by Donna Traynor for BBC Newsline

Mark Ng

23/10/19

1 item of media coverage

Press/Media: Expert Comment