
Overview
Background
Dr Hui Ma received his B.Eng and M.Eng from Xi’an Jiaotong University (China), M.Eng (research) from Nanyang Technological University (Singapore), and PhD from the University of Adelaide (Australia). He has been working at the University of Queensland (Australia) since 2008. From 1997 to 2003, Dr Ma was an engineer in Singapore and made contribution to the design, development and deployment of the Intelligent Self-recovery and Automated Cargo Inventory Control System for Singapore Airline SuperHub 2.
Dr Ma's current research and development work is associated with Australian electricity supply industry. His research is centred on Electrical Asset Management including (1) modelling, sensing, and signal processing to improve the visibility of electricity networks and assets condition; and (2) data mining with uncertain reasoning for various applications of electricity networks with high penetration of renewables. Dr Hui Ma is an editor for IEEE Transactions on Power Delivery and a memebr of IEEE Smart Grid Steering Committee. He is also a member of CIGRE Australian Panel D1.
Dr Ma's course coordination and teaching:
ELEC2400 (Electronic Devices and Circuits)
ELEC4320 (Modern Asset Management and Condition Monitoring in Power System)
Dr Ma also coordinated and taught ELEC4400/EELC7402 (Advanced Electronic & Power Electronics Design) and ELEC7051 (Transformer Technology Design and Operation).
Availability
- Dr Hui Ma is:
- Available for supervision
Fields of research
Qualifications
- Bachelor of Engineering, Xi'an Jiaotong University
- Masters (Research) of Electrical - Engineering, Xi'an Jiaotong University
- Masters (Research) of Engineering, Nanyang Technological University
- Doctor of Philosophy, University of Adelaide
- Senior Member, Institute of Electrical and Electronics Engineers, Institute of Electrical and Electronics Engineers
Research interests
-
Power, Energy and Control Engineering
Industrial informatics, condition monitoring and diagnosis, high voltage engineering and electrical insulation, power systems, wireless sensor networks, and sensor signal processing
Research impacts
My research work is closely associated with the Australian electricity supply industry and my research theme is “Power System Asset Management” with the focus on (1) modelling, sensing, and signal processing to improve the visibility of electricity networks and assets condition; and (2) data mining with uncertain reasoning for various applications of electricity networks with high penetration of renewables.
Works
Search Professor Hui Ma’s works on UQ eSpace
2019
Journal Article
Dynamic thermal analysis of high-voltage power cable insulation for cable dynamic thermal rating
Wang, Peng-Yu, Ma, Hui, Liu, Gang, Han, Zhuo-Zhan, Guo, De-Ming, Xu, Tao and Kang, Long-Yun (2019). Dynamic thermal analysis of high-voltage power cable insulation for cable dynamic thermal rating. IEEE Access, 7 8701571, 56095-56106. doi: 10.1109/access.2019.2913704
2019
Conference Publication
Hypothesis of interfacial charge transportation in oil-paper insulation for transformer moisture estimation
Cui, Yi, Ma, Hui, Saha, Tapan and Liu, Yilu (2019). Hypothesis of interfacial charge transportation in oil-paper insulation for transformer moisture estimation. Power and Energy Society, IEEE General Meeting (PESGM), Atlanta, GA, United States, 4-8 August 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/pesgm40551.2019.8973596
2019
Conference Publication
Finite element analysis on On-Load Tap Changer (OLTC) tap selector electrical breakdown mechanism caused by silver sulphide corrosion
Samarasinghe, S., Naranpanawe, L., Martin, D., Ma, H. and Saha, T. K. (2019). Finite element analysis on On-Load Tap Changer (OLTC) tap selector electrical breakdown mechanism caused by silver sulphide corrosion. IEEE Power and Energy Society General Meeting, Atlanta, GA, United States, 4-8 Aug. 2019. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/PESGM40551.2019.8973593
2019
Conference Publication
Transformer Over Passivation to Prevent On-Load Tap Changer Silver Sulphide Corrosion
Samarasinghe, Sameera, Martin, Daniel and Ma, Hui (2019). Transformer Over Passivation to Prevent On-Load Tap Changer Silver Sulphide Corrosion. 2019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia), Chengdu, China, 21-24 May 2019. Piscataway, NJ United States: IEEE. doi: 10.1109/isgt-asia.2019.8881450
2018
Journal Article
A new method for determining the connection resistance of the compression connector in cable joint
Yang, Fan, Zhu, Ningxi, Liu, Gang, Ma, Hui, Wei, Xiaoyu, Hu, Chuanliang, Wang, Zhenhua and Huang, Jiasheng (2018). A new method for determining the connection resistance of the compression connector in cable joint. Energies, 11 (7) 1667, 1-19. doi: 10.3390/en11071667
2018
Journal Article
Thermal rating of offshore wind farm cables installed in ventilated J-tubes
You, Lei, Wang, Jian, Liu, Gang, Ma, Hui and Zheng, Ming (2018). Thermal rating of offshore wind farm cables installed in ventilated J-tubes. Energies, 11 (3) 545, 545. doi: 10.3390/en11030545
2018
Journal Article
On particle filtering for power transformer remaining useful life estimation
Li, Shuaibing, Ma, Hui, Saha, Tapan K., Yang, Yan and Wu, Guangning (2018). On particle filtering for power transformer remaining useful life estimation. IEEE Transactions on Power Delivery, 33 (6) 8294269, 1-1. doi: 10.1109/TPWRD.2018.2807386
2018
Conference Publication
An improved spatial intersectional method for partial discharge (PD) source localization in power transformer
Seo, Junhyuck, Ma, Hui and Saha, Tapan K. (2018). An improved spatial intersectional method for partial discharge (PD) source localization in power transformer. 12th International Conference on the Properties and Applications of Dielectric Materials, ICPADM 2018, Xian, China, 20-24 May 2018. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/ICPADM.2018.8401064
2018
Conference Publication
Analysis of vibration signal for power transformer on-load tap changer (OLTC) condition monitoring
Seo, Junhyuck, Ma, Hui and Saha, Tapan K. (2018). Analysis of vibration signal for power transformer on-load tap changer (OLTC) condition monitoring. 2018 IEEE Power and Energy Society General Meeting, PESGM 2018, Portland, OR, United States, 5-10 August 2018. New York, NY, United States: IEEE Computer Society. doi: 10.1109/PESGM.2018.8585863
2018
Conference Publication
Joint time-frequency analysis for partial discharge (PD) signal extraction
Ma, Hui, Seo, Junhyuck, Saha, Tapan and Chan, Jeffery (2018). Joint time-frequency analysis for partial discharge (PD) signal extraction. 12th International Conference on the Properties and Applications of Dielectric Materials, ICPADM 2018, Xi'an, China, 20-24 May 2018. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/ICPADM.2018.8401084
2017
Journal Article
Investigation of the Ampacity of a Prefabricated Straight-Through Joint of High Voltage Cable
Wang, Pengyu, Liu, Gang, Ma, Hui, Liu, Yigang and Xu, Tao (2017). Investigation of the Ampacity of a Prefabricated Straight-Through Joint of High Voltage Cable. Energies, 10 (12) 2050, 1-17. doi: 10.3390/en10122050
2017
Journal Article
An electromechanical model for the estimation of breakdown voltage in stretchable dielectric elastomer
Liu, Xuejing, Jia, Shuhai, Li, Bo, Xing, Yu, Chen, Hualing, Ma, Hui and Sheng, Junjie (2017). An electromechanical model for the estimation of breakdown voltage in stretchable dielectric elastomer. IEEE Transactions on Dielectrics and Electrical Insulation, 24 (5) 8120369, 3099-3112. doi: 10.1109/TDEI.2017.006599
2017
Journal Article
On Savitzky-Golay filtering for online condition monitoring of transformer on-load tap changer
Seo, Junhyuck, Ma, Hui and Saha, Tapan (2017). On Savitzky-Golay filtering for online condition monitoring of transformer on-load tap changer. IEEE Transactions on Power Delivery, 33 (4), 1689-1698. doi: 10.1109/TPWRD.2017.2749374
2017
Journal Article
Bayesian information fusion for probabilistic health index of power transformer
Li, Shuaibing, Ma, Hui, Saha, Tapan and Wu, Guangning (2017). Bayesian information fusion for probabilistic health index of power transformer. IET Generation, Transmission and Distribution, 12 (2), 279-287. doi: 10.1049/iet-gtd.2017.0582
2017
Other Outputs
Development of smart power transformers with intelligent monitoring, diagnostic and life management systems
Saha, Tapan K., Ma, Hui, Ekanayake, Chandima and Martin, Dan (2017). Development of smart power transformers with intelligent monitoring, diagnostic and life management systems. St Lucia, QLD Australia: University of Queensland.
2017
Conference Publication
Understanding the Effect of Non-Uniform Ageing on Dielectric Response of Transformer Insulation
Cui, Yi, Ma, Hui, Saha, Tapan and Liu, Yilu (2017). Understanding the Effect of Non-Uniform Ageing on Dielectric Response of Transformer Insulation. 2017 IEEE Power & Energy Society General Meeting, Chicago, IL, United States, 16-20 July 2017. Piscataway NJ, United States: IEEE Computer Society. doi: 10.1109/PESGM.2017.8274446
2017
Book Chapter
Advanced Signal Processing Techniques for Partial Discharge Measurement
Chan, Jeffery, Saha,Tapan and Ma, Hui (2017). Advanced Signal Processing Techniques for Partial Discharge Measurement. Transformer Ageing: Monitoring and Estimation Techniques. (pp. 245-302) Singapore: John Wiley & Sons.
2017
Book Chapter
Smart Transformer Condition Monitoring and Diagnosis
Ma, Hui and Saha, Tapan (2017). Smart Transformer Condition Monitoring and Diagnosis. Transformer Ageing: Monitoring and Estimation Techniques. (pp. 403-439) edited by Tapan Kumar Saha and Prithwiraj Purkait. Singapore, Singapore: John Wiley & Sons.
2017
Conference Publication
A review on influencing factors of sulphur corrosion and metal passivation in power transformers
Samarasinghe, W. M. S. C., Martin, D., Ma, H. and Saha, T. K. (2017). A review on influencing factors of sulphur corrosion and metal passivation in power transformers. Australasian Universities Power Engineering Conference (AUPEC), Melbourne, Australia, 19-22 November 2017. Piscataway, NJ, United States: IEEE. doi: 10.1109/AUPEC.2017.8282416
2017
Book Chapter
Dissolved Gas Analysis Interpretation and Intelligent Machine Learning Techniques
Cui, Yi, Saha, Tapan and Ma, Hui (2017). Dissolved Gas Analysis Interpretation and Intelligent Machine Learning Techniques. Transformer Ageing: Monitoring and Estimation Techniques. (pp. 211-243) edited by Tapan Kumar Saha. Singapore: John Wiley & Sons.
Supervision
Availability
- Dr Hui Ma is:
- Available for supervision
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Available projects
-
Sensing, Signal Processing and Learning for Power System Asset Management
We are seeking talented PhD candidates to develop sensing, signal processing and machine learning techniques for power system asset management. The objectives of the project include:
- To investigate the efficient deployment of an optimal set of sensors to provide sufficient visibility of the condition of power system assets.
- To apply compressive sensing techniques for an effective data acquisition while preserving the primary characteristics of measurement data without significant information loss.
- To develop novel data analytic techniques for extracting useful information from large datasets and subsequently transforming such information into knowledge regarding the condition of power system asset.
- To develop data fusion algorithms to integrate various condition measurement results and all available information and subsequently determining the health status of an asset and predict its remaining useful life.
- To deploy the signal acquisition, signal processing, data analytic and information fusion algorithms to field condition monitoring of power system assets.
It is expected that the techniques developed in this project can assess the condition of power system asset effectively to provide a means for safeguarding the key assets in Australian power system networks. The outcomes of the project will also pave a way for Australian utilities to make their assets more suitable for integration into smart grid environment.
Supervision history
Current supervision
-
Doctor Philosophy
Substation Electric Transient on Power Transformer Insulation Aging
Principal Advisor
Other advisors: Dr Chandima Ekanayake, Dr Lei Guo
-
Doctor Philosophy
Modelling cloud movement to generate short term solar irradiance predictions and subsequent expected PV power production
Principal Advisor
Other advisors: Professor Brian Lovell, Professor Eve McDonald-Madden
-
Doctor Philosophy
Modelling cloud movement to generate short term solar irradiance predictions and subsequent expected PV power production
Principal Advisor
Other advisors: Professor Brian Lovell, Professor Eve McDonald-Madden
-
Doctor Philosophy
Home Energy Managment System
Principal Advisor
Other advisors: Dr Chandima Ekanayake
-
Doctor Philosophy
Data-driven Image Processing Techniques for Photovoltaic Generation Forecasting
Principal Advisor
Other advisors: Dr Chandima Ekanayake, Dr Yi Cui
-
Doctor Philosophy
Leveraging Synchro-Waveforms and Deep Learning for the Situational Awareness of Power Distribution Networks
Principal Advisor
Other advisors: Dr Chandima Ekanayake
-
Doctor Philosophy
Develop Virtual Inertia and Estimate the Optimal Location of Microgrids in Australian Grid Using Machine Learning
Associate Advisor
Other advisors: Professor Mithulan Nadarajah, Dr Feifei Bai
-
Doctor Philosophy
Impact of distributed energy resources (DER) on the life expectancy of transformer
Associate Advisor
Other advisors: Professor Tapan Saha, Dr Chandima Ekanayake
-
Master Philosophy
Mitigation of Power Transformer failure due to Corrosive Sulphur
Associate Advisor
Other advisors: Professor Tapan Saha, Dr Chandima Ekanayake
-
Doctor Philosophy
Sensing, modelling, Signal Processing and Data Analysing for Transformer/OLTC/Circuit Breaker Health Management
Associate Advisor
Other advisors: Dr Chandima Ekanayake
Completed supervision
-
2024
Doctor Philosophy
Condition Assessment of Transformers Retrofilled with Ester Liquids
Principal Advisor
Other advisors: Dr Chandima Ekanayake
-
2023
Doctor Philosophy
Recognition and Location of Power Quality Disturbances and Anomalies in Electricity Networks
Principal Advisor
Other advisors: Dr Udantha Abeyratne, Dr Chandima Ekanayake
-
2015
Doctor Philosophy
Advanced Signal Processing Techniques for Online Power Transformer Insulation Diagnosis
Joint Principal Advisor
Other advisors: Professor Tapan Saha
-
2014
Master Philosophy
Advanced Signal Processing Techniques for Online Partial Discharge Monitoring and Assessment of Power Transformers
Joint Principal Advisor
Other advisors: Professor Tapan Saha
-
2024
Doctor Philosophy
Effects of Renewable Energy on Transformers
Associate Advisor
Other advisors: Dr Chandima Ekanayake, Professor Tapan Saha
-
2024
Doctor Philosophy
Single Household Load Forecasting and Its Application in Household Energy Management
Associate Advisor
Other advisors: Professor Tapan Saha
-
2023
Doctor Philosophy
Transformer Health Assessment through Vibration Monitorinng - Application of Operational Modal Analysis
Associate Advisor
Other advisors: Dr Chandima Ekanayake
-
2023
Doctor Philosophy
Effect of Non-power Frequency Voltage Stresses on Electrical Tree Growth in XLPE Cables
Associate Advisor
Other advisors: Professor Tapan Saha, Dr Chandima Ekanayake
-
2022
Doctor Philosophy
Power System Operational Planning Considering Transmission-side Flexibility and Improved Optimization Method
Associate Advisor
Other advisors: Professor Tapan Saha
-
2021
Doctor Philosophy
Condition Monitoring of Transformers using Fibre Optics Sensors
Associate Advisor
Other advisors: Professor Tapan Saha
-
2021
Doctor Philosophy
Very Short-Term Solar Photovoltaic Output Forecasting with Spatio-Temporal Analysis
Associate Advisor
Other advisors: Professor Tapan Saha
-
2021
Doctor Philosophy
Preventing Transformer Failures Caused by Silver Sulphide Corrosion
Associate Advisor
Other advisors: Professor Tapan Saha
-
2019
Doctor Philosophy
Intelligent Condition Monitoring and Diagnosis of a Power Transformer: On-Load Tap Changer (OLTC) and Main Winding
Associate Advisor
Other advisors: Professor Tapan Saha
-
2016
Doctor Philosophy
Investigation of data centric diagnostic techniques for transformer condition assessment
Associate Advisor
Other advisors: Professor Tapan Saha
-
2013
Master Philosophy
Development of a Health Index for Transformer Insulation Systems Using Intelligent Algorithms
Associate Advisor
Other advisors: Professor Tapan Saha
Media
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