• Shore Road, Jordanstown Campus

    BT37 0QB Newtownabbey

    United Kingdom

  • 211 Citations
  • 9 h-Index
20052018
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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.

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Research Output 2005 2018

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

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

Jung, D., Ng, M., Frisk, E. & Krysander, M., Nov 2018

Research output: Contribution to journalArticle

Open Access
File
Classifiers
Internal combustion engines
Failure analysis
Learning systems
Systems analysis
17 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, 62, 7, p. 3580-3587

Research output: Contribution to journalArticle

Open Access
File
25 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) 48, 5, p. 794-799

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)

A combined diagnosis system design using model-based and data-driven methods

Jung, D., Ng, K. N., Frisk, E. & Krysander, M., 10 Nov 2016, Unknown Host Publication. p. 177-182 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Systems analysis
Internal combustion engines
Failure analysis
Support vector machines
Air

Activities 2009 2019

Panel Discussion on “Robots and Automated Systems”

Mark Ng (Speaker)
26 Mar 2019

Activity: Talk or presentationInvited talk

Robust Fault Reconstruction using Sliding Mode Observers

Mark Ng (Speaker)
17 Dec 2018

Activity: Talk or presentationInvited talk

Hochschule f?r angewandte Wissenschaften Augsburg - University of Applied Sciences Augsburg

Mark Ng (Visiting researcher)
17 Dec 201821 Dec 2018

Activity: Visiting an external institutionVisiting an external academic institution

Introduction To Control Engineering

Mark Ng (Speaker)
20 Dec 2018

Activity: Talk or presentationOral presentation

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