Ming Luo

Affiliations:
  • Singapore Institute of Manufacturing Technology, Singapore
  • Nanyang Technological University, Singapore (PhD 1998)


According to our database1, Ming Luo authored at least 30 papers between 2003 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2019
An Ensemble of Modified Support Vector Regression Models for Data-Driven Prognostics.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018
Classification of Imbalanced Data by Oversampling in Kernel Space of Support Vector Machines.
IEEE Trans. Neural Networks Learn. Syst., 2018

2017
Regression kernel for prognostics with support vector machines.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2015
An Integrated Approach to Prognosis of Hybrid Systems With Unknown Mode Changes.
IEEE Trans. Ind. Electron., 2015

Sensor Placement for Fault Isolability Using Low Complexity Dynamic Programming.
IEEE Trans Autom. Sci. Eng., 2015

A data-driven two-stage maintenance framework for degradation prediction in semiconductor manufacturing industries.
Comput. Ind. Eng., 2015

Kernel-based SMOTE for SVM classification of imbalanced datasets.
Proceedings of the IECON 2015, 2015

Model-based diagnosis and fault tolerant control for multi-level inverters.
Proceedings of the IECON 2015, 2015

2014
Model-Based Prognosis for Hybrid Systems With Mode-Dependent Degradation Behaviors.
IEEE Trans. Ind. Electron., 2014

Short-Circuit Fault Diagnosis for Three-Phase Inverters Based on Voltage-Space Patterns.
IEEE Trans. Ind. Electron., 2014

Predictive maintenance decision using statistical linear regression and kernel methods.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

2013
Energy-Based Mode Tracking of Hybrid Systems for FDI.
IEEE Trans. Syst. Man Cybern. Syst., 2013

Fault diagnosis in voltage-fed PWM motor drives based on discrete voltage states.
Proceedings of the IECON 2013, 2013

Online predictive maintenance approach for semiconductor equipment.
Proceedings of the IECON 2013, 2013

2012
Fault detection, isolation and identification for hybrid systems with unknown mode changes and fault patterns.
Expert Syst. Appl., 2012

Sensor placement for fault diagnosis using genetic algorithm.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

IGBT fault detection for three phase motor drives using neural networks.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

2011
Prognosis of Hybrid Systems With Multiple Incipient Faults: Augmented Global Analytical Redundancy Relations Approach.
IEEE Trans. Syst. Man Cybern. Part A, 2011

2010
Quantitative Hybrid Bond Graph-Based Fault Detection and Isolation.
IEEE Trans Autom. Sci. Eng., 2010

Simultaneous fault and mode switching identification for hybrid systems based on particle swarm optimization.
Expert Syst. Appl., 2010

FDI and fault estimation based on differential evolution and analytical redundancy relations.
Proceedings of the 11th International Conference on Control, 2010

2009
Fault and Mode Switching Identification for Hybrid Systems with Application to Electro-Hydraulic System in Vehicles.
Proceedings of the Intelligent Unmanned Systems: Theory and Applications, 2009

iDiagnosis & prognosis for supporting of manufacture.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009

Conceptual framework of a dynamic resource allocation test bed and its practical realization with ProModel.
Proceedings of the IEEE International Conference on Control Applications, 2009

Fault parameter estimation for hybrid systems using hybrid bond graph.
Proceedings of the IEEE International Conference on Control Applications, 2009

2008
Ant Colony Inspired Self-Healing for Resource Allocation in Service-Oriented Environment Considering Resource Breakdown.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Self-organized manufacturing resource management: An ant-colony inspired approach.
Proceedings of the 10th International Conference on Control, 2008

Agent-based service-oriented dynamic resource allocation.
Proceedings of the 10th International Conference on Control, 2008

2004
Proactive health management for automated equipment: from diagnostics to prognostics.
Proceedings of the 8th International Conference on Control, 2004

2003
A reference architecture and functional model for monitoring and diagnosis of large automated systems.
Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003


  Loading...