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 associate 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 current course coordination and teaching:
ELEC2400 (Electronic Devices and Circuits)
ELEC4320 (Modern Asset Management and Condition Monitoring in Power System)
ELEC7051 (Transformer Technology Design and Operation)
Dr Ma also coordinated and taught ELEC4400/EELC7402 (Advanced Electronic & Power Electronics Design) and taught ELEC4410.
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.
Other Outputs: Gatton Sky Image and PV Generation 2020
Xu, Shijie and Ma, Hui (2023). Gatton Sky Image and PV Generation 2020. The University of Queensland. (Dataset) doi: 10.48610/bd7e108
Journal Article: A CVaR-constrained optimal power flow model for wind integrated power systems considering Transmission-side flexibility
You, Lei, Ma, Hui and Kumar Saha, Tapan (2023). A CVaR-constrained optimal power flow model for wind integrated power systems considering Transmission-side flexibility. International Journal of Electrical Power and Energy Systems, 150 109087, 109087. doi: 10.1016/j.ijepes.2023.109087
Journal Article: Characterization of electrical tree initiation and growth in XLPE under harmonic waveforms
Arachchige, Thanuja Gawasingha, Zhong, Xin, Ekanayake, Chandima, Ma, Hui and Saha, Tapan (2023). Characterization of electrical tree initiation and growth in XLPE under harmonic waveforms. IEEE Transactions on Dielectrics and Electrical Insulation, 1-1. doi: 10.1109/tdei.2023.3297556
Overhead Conductor Condition Monitoring
(2018–2020) Energy Networks Association Limited
Preventing transformer failures caused by silver sulphide
(2017–2020) Energy Networks Association Limited
Condition Monitoring of Insulation Systems of Transformer Retrofilled with Natural Ester Oils
Doctor Philosophy
Recognition and Location of Power Quality Disturbances and Anomalies in Electricity Networks
Doctor Philosophy
Novel data analytic techniques for power system asset management
Doctor Philosophy
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:
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.
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, Singapore: Wiley-Liss, Div John Wiley & Sons Inc.
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, Singapore: John Wiley & Sons.
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.
You, Lei, Ma, Hui and Kumar Saha, Tapan (2023). A CVaR-constrained optimal power flow model for wind integrated power systems considering Transmission-side flexibility. International Journal of Electrical Power and Energy Systems, 150 109087, 109087. doi: 10.1016/j.ijepes.2023.109087
Characterization of electrical tree initiation and growth in XLPE under harmonic waveforms
Arachchige, Thanuja Gawasingha, Zhong, Xin, Ekanayake, Chandima, Ma, Hui and Saha, Tapan (2023). Characterization of electrical tree initiation and growth in XLPE under harmonic waveforms. IEEE Transactions on Dielectrics and Electrical Insulation, 1-1. doi: 10.1109/tdei.2023.3297556
You, Lei, Ma, Hui, Saha, Tapan Kumar and Liu, Gang (2022). Security-constrained economic dispatch exploiting the operational flexibility of transmission networks. International Journal of Electrical Power and Energy Systems, 138 107914, 107914. doi: 10.1016/j.ijepes.2021.107914
On recognition of multiple power quality disturbance events in electricity networks
Le, Vinh Hao, Ma, Hui, Ekanayake, Chandima and Saha, Tapan (2022). On recognition of multiple power quality disturbance events in electricity networks. IET Generation, Transmission and Distribution, 16 (9), 1697-1713. doi: 10.1049/gtd2.12378
Application of operational modal analysis to investigate transformer vibration patterns
Pallot, Jakob, Ekanayake, Chandima, Ma, Hui and Naranpanawe, Lakshitha (2022). Application of operational modal analysis to investigate transformer vibration patterns . IET Generation, Transmission and Distribution, 16 (10), 1964-1973. doi: 10.1049/gtd2.12406
Zhong, Xin, Gawasingha Arachchige, Thanuja , Ma, Hui, Ekanayake, Chandima and Saha, Tapan Kumar (2022). Experimental study on partial discharge inception voltage of pressboard-enclosed void at different frequencies from the perspective of the first partial discharge time lag. IEEE Transactions on Dielectrics and Electrical Insulation, 29 (4), 1-1. doi: 10.1109/tdei.2022.3183674
Thermal analysis of natural cooling type distribution transformer retrofilled with natural ester oil
Dixit, Anupam, Ekanayake, Chandima, Ma, Hui, Saha, Tapan K. and Ansari, Muhammad Hafeez (2022). Thermal analysis of natural cooling type distribution transformer retrofilled with natural ester oil. IEEE Transactions on Dielectrics and Electrical Insulation, 29 (1), 1-1. doi: 10.1109/tdei.2022.3148447
Electrical tree driven breakdown of XLPE under step stress breakdown test at multiple frequencies
Arachchige, Thanuja Gawasingha, Zhong, Xin, Ekanayake, Chandima, Ma, Hui and Saha, Tapan (2021). Electrical tree driven breakdown of XLPE under step stress breakdown test at multiple frequencies. IEEE Transactions on Dielectrics and Electrical Insulation, 28 (6), 2065-2073. doi: 10.1109/tdei.2021.009903
Risk-based contingency-constrained optimal power flow with adjustable uncertainty set of wind power
You, Lei, Ma, Hui, Saha, Tapan and Liu, Gang (2021). Risk-based contingency-constrained optimal power flow with adjustable uncertainty set of wind power. IEEE Transactions on Industrial Informatics, 18 (2), 1-1. doi: 10.1109/TII.2021.3076801
Photovoltaic nowcasting with bi-level spatio-temporal analysis incorporating sky images
Zhang, Ruiyuan, Ma, Hui, Saha, Tapan K. and Zhou, Xiaofang (2021). Photovoltaic nowcasting with bi-level spatio-temporal analysis incorporating sky images. IEEE Transactions on Sustainable Energy, 12 (3) 9374710, 1766-1776. doi: 10.1109/tste.2021.3064326
Ageing analysis of solar farm inverter transformers
Zhong, Xin, Ekanayake, Chandima, Ma, Hui and Saha, Tapan K. (2021). Ageing analysis of solar farm inverter transformers. IEEE Transactions on Power Delivery, 36 (6), 1-10. doi: 10.1109/tpwrd.2021.3049505
Samarasinghe, Sameera, Ekanayake, Chandima, Ma, Hui, Saha, Tapan K., Baniya, Jayaram, Allan, David and Russel, Gary (2021). A risk assessment for utilities to prevent transformer OLTC failures caused by silver sulphide corrosion. IEEE Transactions on Power Delivery, 37 (3), 1-1. doi: 10.1109/tpwrd.2021.3128623
Consumption scenario-based probabilistic load forecasting of single household
Xia, Zhong, Ma, Hui, Saha, Tapan Kumar and Zhang, Ruiyuan (2021). Consumption scenario-based probabilistic load forecasting of single household. IEEE Transactions on Smart Grid, 13 (2), 1-1. doi: 10.1109/tsg.2021.3132039
A practical health index for overhead conductors: experience from Australian distribution networks
Naranpanawe, Lakshitha, Ma, Hui, Saha, Tapan Kumar, Lee, Colin and Ghosal, Ayan (2020). A practical health index for overhead conductors: experience from Australian distribution networks. IEEE Access, 8 9281285, 218863-218873. doi: 10.1109/access.2020.3042486
An improved analytical thermal rating method for cables installed in short-conduits
Liu, Gang, Xu, Zhifeng, Ma, Hui, Hao, Yanpeng, Wang, Pengyu, Wu, Wenbo, Xie, Yue and Guo, Deming (2020). An improved analytical thermal rating method for cables installed in short-conduits. International Journal of Electrical Power and Energy Systems, 123 106223. doi: 10.1016/j.ijepes.2020.106223
Samarasinghe, Sameera, Ma, Hui, Ekanayake, Chandima, Martin, Daniel and Saha, Tapan (2020). Investigating passivator effectiveness for preventing silver sulfide corrosion in power transformer on-load tap changers. IEEE Transactions on Dielectrics and Electrical Insulation, 27 (5) 9215132, 1761-1768. doi: 10.1109/tdei.2020.008996
Investigation of overall and local vibration characteristics of disk-type windings
Zhu, Lingyu, Zhang, Fan, Ji, Shengchang, Naranpanawe, Lakshitha, Ma, Hui, Ekanayake, Chandima and Saha, Tapan (2020). Investigation of overall and local vibration characteristics of disk-type windings. IET Generation, Transmission and Distribution, 14 (18), 3685-3691. doi: 10.1049/iet-gtd.2019.0756
Zhang, Ruiyuan, Ma, Hui, Hua, Wen, Saha, Tapan and Zhou, Xiaofang (2020). Data-driven photovoltaic generation forecasting based on Bayesian network with spatial-temporal correlation analysis. IEEE Transactions on Industrial Informatics, 16 (3) 8746200, 1635-1644. doi: 10.1109/tii.2019.2925018
Samarasinghe, Sameera, Ma, Hui, Martin, Daniel and Saha, Tapan (2019). Investigations of silver sulfide formation on transformer OLTC tap selectors and its influence on oil properties. IEEE Transactions on Dielectrics and Electrical Insulation, 26 (6) 8924125, 1926-1934. doi: 10.1109/tdei.2019.008232
Operational modal analysis of transformer windings
Zhang, Fan, Ji, Shengchang, Ma, Hui and Saha, Tapan Kumar (2019). Operational modal analysis of transformer windings. IEEE Transactions on Power Delivery, 35 (3) 8823986, 1-1. doi: 10.1109/tpwrd.2019.2939388
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
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, 1667. doi: 10.3390/en11071667
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
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
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
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
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
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
Moisture dependent thermal modelling of power transformer
Cui, Yi, Ma, Hui, Saha, Tapan, Ekanayake, Chandima and Martin, Daniel (2016). Moisture dependent thermal modelling of power transformer. IEEE Transactions On Power Delivery, 31 (5) 7470291, 2140-2150. doi: 10.1109/TPWRD.2016.2569123
Multi-physics modelling approach for investigation of moisture dynamics in power transformers
Cui, Yi, Ma, Hui, Saha, Tapan, Ekanayake, Chandima and Wu, Guangning (2016). Multi-physics modelling approach for investigation of moisture dynamics in power transformers. IET Generation Transmission and Distribution, 10 (8), 1993-2001. doi: 10.1049/iet-gtd.2015.1459
A Novel Signal Extraction Technique for Online Partial Discharge (PD) Measurement of Transformers
Seo, Junhyuck, Ma, Hui and Saha, Tapan (2016). A Novel Signal Extraction Technique for Online Partial Discharge (PD) Measurement of Transformers. International transactions on electrical energy systems, 26 (5), 1032-1048. doi: 10.1002/etep.2121
Performance of natural ester as a transformer oil in moisture-rich environments
Bandara, Kapila, Ekanayake, Chandima, Saha, Tapan and Ma, Hui (2016). Performance of natural ester as a transformer oil in moisture-rich environments. Energies, 9 (4) 258, 258. doi: 10.3390/en9040258
Seo, Junhyuck, Ma, Hui and Saha, Tapan (2016). A joint vibration and arcing measurement system for online condition monitoring of on-load tap changer of power transformer. IEEE Transactions on Power Delivery, 32 (2) 7410100, 1031-1038. doi: 10.1109/TPWRD.2016.2531186
Particle tracing modelling on moisture dynamics of oil-impregnated transformer
Cui, Yi, Ma, Hui, Saha, Tapan, Ekanayake, Chandima and Martin, Daniel (2016). Particle tracing modelling on moisture dynamics of oil-impregnated transformer. IET Science, Measurement and Technology, 10 (4), 335-343. doi: 10.1049/iet-smt.2015.0196
The impact of smart grid technology on dielectrics and electrical insulation
Catterson, V. M., Castellon, J., Pilgrim, J. A., Saha, T. K., Ma, H., Vakilian, M., Moradnouri, A., Gholami, M. and Sparling, B. D. (2015). The impact of smart grid technology on dielectrics and electrical insulation. IEEE Transactions on Dielectrics and Electrical Insulation, 22 (6) 7367548, 3505-3512. doi: 10.1109/TDEI.2015.00518
Chan, Jeffery C., Ma, Hui and Saha, Tapan K. (2015). Hybrid method on signal de-noising and representation for online partial discharge monitoring of power transformers at substations. IET Science, Measurement and Technology, 9 (7), 890-899. doi: 10.1049/iet-smt.2014.0358
Understanding moisture dynamics and its effect on dielectric response of transformer insulation
Cui, Yi, Ma, Hui, Saha, Tapan and Ekanayake, Chandima (2015). Understanding moisture dynamics and its effect on dielectric response of transformer insulation. IEEE Transactions on Power Delivery, 30 (5) 7094283, 2195-2204. doi: 10.1109/TPWRD.2015.2426199
Probabilistic wavelet transform for partial discharge measurement of transformer
Seo, Junhyuck, Ma, Hui and Saha, Tapan (2015). Probabilistic wavelet transform for partial discharge measurement of transformer. IEEE Transactions on Dielectrics and Electrical Insulation, 22 (2) 7076812, 1105-1117. doi: 10.1109/TDEI.2015.7076812
Ma, Hui, Saha, Tapan K., Ekanayake, Chandima and Martin, Daniel (2015). Smart transformer for smart grid—intelligent framework and techniques for power transformer asset management. IEEE Transactions on Smart Grid, 6 (2) 7005528, 1026-1034. doi: 10.1109/TSG.2014.2384501
An updated model to determine the life remaining of transformer insulation
Martin, Daniel, Cui, Yi, Ekanayake, Chandima, Ma, Hui and Saha, Tapan (2015). An updated model to determine the life remaining of transformer insulation. IEEE Transactions on Power Delivery, 30 (1), 395-402. doi: 10.1109/TPWRD.2014.2345775
Chan, Jeffery C., Ma, Hui and Saha, Tapan K (2015). Time-frequency sparsity map on automatic partial discharge sources separation for power transformer condition assessment. IEEE Transactions on Dielectrics and Electrical Insulation, 22 (4) 7179191, 2271-2283. doi: 10.1109/TDEI.2015.004836
Cui, Yi, Ma, Hui and Saha, Tapan (2014). Improvement of Power Transformer Insulation Diagnosis Using Oil Characteristics Data Preprocessed by SMOTEBoost Technique. IEEE Transactions on Dielectrics and Electrical Insulation, 21 (5) 6927367, 2363-2373. doi: 10.1109/TDEI.2014.004547
Automatic blind equalization and thresholding for partial discharge measurement in power transformer
Chan, Jeffrey C., Ma, Hui and Saha, Tapan Kumar (2014). Automatic blind equalization and thresholding for partial discharge measurement in power transformer. IEEE Transactions on Power Delivery, 29 (4) 6851211, 1927-1938. doi: 10.1109/TPWRD.2014.2322114
Cui, Yi, Ma, Hui and Saha, Tapan (2014). Pattern recognition techniques for power transformer insulation diagnosis: a comparative study. Part 1: framework, literature,and illustration. International Transactions on Electrical Energy Systems, 25 (10), 2247-2259. doi: 10.1002/etep.1959
Cui, Yi, Ma, Hui and Saha, Tapan (2014). Pattern recognition techniques for power transformer insulation diagnosis: a comparative study. Part 2: implementation, case study,and statistical analysis. International Transactions on Electrical Energy Systems, 25 (10), 2260-2274. doi: 10.1002/etep.1963
Dehghani Ashkezari, Atefeh, Ma, Hui, Saha, Tapan K. and Cui, Yi (2014). Investigation of feature selection techniques for improving efficiency of power transformer condition assessment. IEEE Transactions on Dielectrics and Electrical Insulation, 21 (2) 6783079, 836-844. doi: 10.1109/TDEI.2013.004090
Chan, Jeffery C., Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2014). Self-adaptive partial discharge signal de-noising based on ensemble empirical mode decomposition and automatic morphological thresholding. IEEE Transactions On Dielectrics and Electrical Insulation, 21 (1), 294-303. doi: 10.1109/TDEI.2014.6740752
Dehghani Ashkezari, Atefeh, Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2013). Application of fuzzy support vector machine for determining the health index of the insulation system of in-service power transformers. IEEE Transactions on Dielectrics and Electrical Insulation, 20 (3) 6518966, 965-973. doi: 10.1109/TDEI.2013.6518966
Ma, Hui, Chan, Jeffery C., Saha, Tapan K. and Ekanayake, Chandima (2013). Pattern recognition techniques and their applications for automatic classification of artificial partial discharge sources. IEEE Transactions on Dielectrics and Electrical Insulation, 20 (2) 6508749, 468-478. doi: 10.1109/TDEI.2013.6508749
Power transformer fault diagnosis under measurement originated uncertainties
Ma, Hui, Ekanayake, Chandima and Saha, Tapan (2012). Power transformer fault diagnosis under measurement originated uncertainties. IEEE Transaction on Dielectrics and Electrical Insulation, 19 (6) 6396956, 1982-1990. doi: 10.1109/TDEI.2012.6396956
Statistical learning techniques and their applications for condition assessment of power transformer
Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2012). Statistical learning techniques and their applications for condition assessment of power transformer. IEEE Transactions on Dielectrics and Electrical Insulation, 19 (2) 6180241, 481-489. doi: 10.1109/TDEI.2012.6180241
On sky imaging analysis and deep learning for photovoltaic output nowcasting
Zhang, Ruiyuan, Ma, Hui, Saha, Tapan Kumar and Zhou, Xiaofang (2020). On sky imaging analysis and deep learning for photovoltaic output nowcasting. 2020 IEEE Power & Energy Society General Meeting (PESGM), Montreal, QC Canada, 2-6 August 2020. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/pesgm41954.2020.9281668
Pallot, Jakob, Ma, Hui, Naranpanawe, Lakshitha and Ekanayake, Chandima (2020). Optimal accelerometer placement for online vibro-acoustic measurement based transformer winding condition monitoring. 2020 8th International Conference on Condition Monitoring and Diagnosis (CMD), Phuket, Thailand, 25-28 October 2020. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/CMD48350.2020.9287203
Breakdown mechanisms of XLPE cable with insulation defects
Arachchige, Thanuja Gawasingha, Narampanawa, Lakshitha, Ekanayake, Chandima and Ma, Hui (2020). Breakdown mechanisms of XLPE cable with insulation defects. IEEE Conference on Electrical Insulation and Dielectric Phenomena (IEEE CEIDP), East Rutherford, NJ United States, 18-30 October 2020. Piscataway, NJ United States: IEEE. doi: 10.1109/ceidp49254.2020.9437457
You, Lei, Ma, Hui and Saha, Tapan Kumar (2020). Optimal Co-Allocation Plan of Dynamic Line Rating and FACTS for Wind Integration Considering Forecast Uncertainties. 2020 IEEE Power & Energy Society General Meeting (PESGM), Montreal, QC Canada, 2-6 August 2020. Piscataway, NJ United States: IEEE. doi: 10.1109/PESGM41954.2020.9281624
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
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
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
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
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
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
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
PDTools: a toolbox of Partial Discharge (PD) signal analysis for transformer condition assessment
Ma, Hui, Saha, Tapan, Seo, Junhyuck, Chan, Jeffery and Cui, Yi (2017). PDTools: a toolbox of Partial Discharge (PD) signal analysis for transformer condition assessment. 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.2017.8273888
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
Multi-source information fusion for power transformer condition assessment
Cui, Yi, Ma, Hui and Saha, Tapan (2016). Multi-source information fusion for power transformer condition assessment. IEEE Power and Energy Society General Meeting, Boston, MA, United States, 17-21 July 2016. Piscataway, NJ, United States: IEEE. doi: 10.1109/PESGM.2016.7741121
Smart monitoring of power transformers: project update
Saha, T. K., Martin, D., Ma, H., Ekanayake, C., Russell, G., Buckley, G., Gray, T. and Caldwell, G. (2016). Smart monitoring of power transformers: project update. CIGRE Session 46, Paris, France, 21-26 August 2016. CIGRE.
Advanced signal processing techniques for transformer condition assessment
Ma, Hui, Chan, Jeffery, Saha, Tapan, Seo, Junhyuck and Ekanayake, Chandima (2015). Advanced signal processing techniques for transformer condition assessment. IEEE International Conference on the Properties and Applications of Dielectric Materials, ICPADM, Sydney, Australia, 19-22 July 2015. Piscataway, NJ, United States: Institute for Electrical and Electronic Engineers. doi: 10.1109/ICPADM.2015.7295217
Investigation of moisture influence on dielectric response of ester oil impregnated pressboard
Bandara, Kapila, Ekanayake, Chandima, Saha, Tapan and Ma, Hui (2015). Investigation of moisture influence on dielectric response of ester oil impregnated pressboard. Power and Energy Society General Meeting, Denver, CO, United States, 26-30 July 2015. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/PESGM.2015.7286020
Multi-variable approach for evaluating transformer paper insulation
Cui, Yi, Martin, Daniel, Saha, Tapan, Ma, Hui, Ekanayake, Chandima and Lelekakis, Nick (2015). Multi-variable approach for evaluating transformer paper insulation. International Conference on the Properties and Applications of Dielectric Materials (ICPADM), Sydney, NSW, Australia, 19-22 July 2015. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/ICPADM.2015.7295273
Signal extraction methods for online partial discharge (PD) measurement of power transformers
Seo, Junhyuck, Ma, Hui and Saha, Tapan (2015). Signal extraction methods for online partial discharge (PD) measurement of power transformers. 2015 IEEE 11th International Conference on the Properties and Applications of Dielectric Materials (ICPADM), Sydney, Australia, 19-22 July 2015. New York, NY United States: IEEE. doi: 10.1109/ICPADM.2015.7295256
Sinusoidal noise suppression technique for partial discharge measurement of transformers
Seo, Junhyuck, Ma, Hui and Saha, Tapan K. (2015). Sinusoidal noise suppression technique for partial discharge measurement of transformers. IEEE Power and Energy Society General Meeting, PESGM, Denver, CO, United States, 26-30 July 2015. Piscataway, NJ, United States: Institute of Electrical and Electronic Engineers (IEEE). doi: 10.1109/PESGM.2015.7285855
Cui, Yi, Ma, Hui, Saha, Tapan, Ekanayake, Chandima and Martin, Daniel (2015). Time Domain Diffusion-Driven Dielectric Response Model for Investigation of Moisture Dynamics in Transformers Insulation. IEEE Power and Energy Society General Meeting, Denver, CO United States, 26-30 July 2015. NEW YORK: IEEE Computer Society. doi: 10.1109/PESGM.2015.7285860
Cui, Yi, Ma, Hui and Saha, Tapan (2015). Transformer hot spot temperature prediction using a hybrid algorithm of support vector regression and information granulation. IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Brisbane, Australia, 15-18 November 2015. Piscataway, NJ, United States: Institute of Electrical and Electronic Engineers (IEEE). doi: 10.1109/APPEEC.2015.7381066
Vibration measurement and signal processing for condition assessment of OLTC of transformer
Seo, Junhyuck, Ma, Hui and Saha, Tapan K. (2015). Vibration measurement and signal processing for condition assessment of OLTC of transformer. IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Brisbane, QLD, Australia, 15-18 November 2015. Piscataway, NJ, United States: Institute of Electrical and Electronic Engineers (IEEE). doi: 10.1109/APPEEC.2015.7381074
Cui, Yi, Ma, Hui, Saha, Tapan and Ekanayake, Chandima (2014). A diffusion-driven model for investigating moisture effects on dielectric response measurement of transformer insulation. 2014 IEEE Power and Energy General Meeting (PES 2014), National Harbor, MD,United States, 27-31 July 2014. Piscataway, NJ, United States: IEEE. doi: 10.1109/PESGM.2014.6938883
Seo, Junhyuck, Ma, Hui and Saha, Tapan K. (2014). Differential partial discharge extraction technique for online power transformer insulation assessment. 2014 IEEE PES General Meeting: Conference and Exposition, National Harbor, MD, United States, 27-31 July 2014. Piscataway, NJ, United States: IEEE. doi: 10.1109/PESGM.2014.6938894
Saha, T. K., Ma, H., Ekanayake, C., Martin, D. and Allan, D. (2014). Pattern recognition techniques for determining the health index of oil-paper insulation of in-service power transformers. 45th International Conference on Large High Voltage Electric Systems 2014, CIGRE 2014, Paris, France, 24-29 August 2014. CIGRE.
Stochastic noise removal on partial discharge measurement for transformer insulation diagnosis
Chan, Jerrery C., Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2014). Stochastic noise removal on partial discharge measurement for transformer insulation diagnosis. 2014 IEEE PES General Meeting: Conference and Expositio, National Harbor, MD, United States, 27-31 July 2014. Piscataway, NJ, United States: IEEE. doi: 10.1109/PESGM.2014.6938913
A comparative study on signal processing for partial discharge measurement
Chan, Jeffery, Ma, Hui and Saha, Tapan (2013). A comparative study on signal processing for partial discharge measurement. Cigré Colloquium. Managing Substations in the Power System of the Future: Trends in Technology, Design, Materials and Diagnostics, Brisbane, QLD, Australia, 8-13 September, 2013.
Chan, Jeffery C., Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2013). Adaptive blind equalization for automatic partial discharge signal processing and pattern classification. 2013 Annual Report Conference on Electrical Insulation and Dielectric Phenomena, Chenzhen, China, 20-23 October 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/CEIDP.2013.6748108
Ma, Hui, Chan, Jeffery C. and Saha, Tapan K. (2013). Bayesian neural network and discrete wavelet transform for partial discharge pattern classification in high voltage equipment. PES-GM 2013: IEEE Power and Energy Society General Meeting, Vancouver, BC, Canada, 21-25 July, 2013. Red Hook, NY, USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/PESMG.2013.6672075
Finite element method modeled dielectric response for condition evaluation of transformer insulation
Cui, Yi, Ekanayake, Chandima, Saha, Tapan K., Du, Peidong and Ma, Hui (2013). Finite element method modeled dielectric response for condition evaluation of transformer insulation. 2013 Annual Report Conference on Electrical Insulation and Dielectric Phenomena, Chenzhen, China, 20-23 October 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/CEIDP.2013.6748314
Martin, D., Lelekakis, N., Ekanayake, C., Saha, T. and Ma, H. (2013). Improving measurement techniques of power transformer insulation: a study of the intermolecular interactions between water and vegetable oil based dielectrics. CEIDP 2013: Annual Report Conference on Electrical Insulation and Dielectric Phenomena, Chenzhen, China, 20-23 October, 2013. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/CEIDP.2013.6748239
Partial discharge pattern recognition using multiscale feature extraction and support vector machine
Chan, Jeffery C., Ma, Hui and Saha, Tapan K. (2013). Partial discharge pattern recognition using multiscale feature extraction and support vector machine. 2013 IEEE Power and Energy Society General Meeting, PES 2013, Vancouver, BC, Canada, 21-25 July, 2013. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/PESMG.2013.6672194
Partial discharge sources classification of power transformer using pattern recognition techniques
Ma, Hui, Seo, Junhyuck, Saha, Tapan K., Chan, Jeffery and Martin, Daniel (2013). Partial discharge sources classification of power transformer using pattern recognition techniques. 2013 Annual Report Conference on Electrical Insulation and Dielectric Phenomena, Chenzhen, China, 20-23 October 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/CEIDP.2013.6747430
Power transformer condition assessment using support vector machine with heuristic optimization
Cui, Yi, Ma, Hui and Saha, Tapan K. (2013). Power transformer condition assessment using support vector machine with heuristic optimization. Australasian Universities Power Engineering Conference, AUPEC 2013, Hobart, TAS, Australia, 29 September - 03 October 2013. Piscataway, NJ United States: IEEE. doi: 10.1109/AUPEC.2013.6725452
Practical issues of online partial discharge measurement for in-service substation transformer
Seo, Junhyuck, Ma, Hui and Saha, Tapan K. (2013). Practical issues of online partial discharge measurement for in-service substation transformer. 2013 Australasian Universities Power Engineering Conference, AUPEC 2013, Hobart, TAS, Australia, 29 September - 3 October 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/AUPEC.2013.6725478
State of the Art Review On Managing Vegetable Oil Filled Transformers
Martin, Daniel, Ma, Hui, Ekanayake, Chandima, Saha, Tapan, Lelekakis, Nick and Williams, Kerry (2013). State of the Art Review On Managing Vegetable Oil Filled Transformers. Cigre Study Communities B3 / D1 Colloquium Brisbane 2013, Brisbane, QLD, Australia, 8 - 13 September 2013. Brisbane, QLD, Australia: CIGRE.
A novel level-based automatic wavelet selection scheme for partial discharge measurement
Chan, Jeffery C., Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2012). A novel level-based automatic wavelet selection scheme for partial discharge measurement. 2012 22nd Australasian Universities Power Engineering Conference, Bali, Indonesia, 26-29 September 2012. Piscataway, NJ, United States: IEEE.
A study on suitability of different transformer winding models for frequency response analysis
Yousof, M. F. M., Ekanayake, Chandima, Saha, Tapan K. and Ma, Hui (2012). A study on suitability of different transformer winding models for frequency response analysis. 2012 IEEE Power and Energy Society General Meeting, San Diego, United States, 22-26 July 2012. Piscataway, NJ, United States: IEEE. doi: 10.1109/PESGM.2012.6345217
Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2012). Interpretation of dielectric response measurements of transformer insulation under temperature variations and transient effects. 2012 IEEE Power and Energy Society General Meeting, San Diego, United States, 22-26 July 2012. Piscataway, NJ, United States: IEEE. doi: 10.1109/PESGM.2012.6344903
Modern machine learning techniques for power transformer condition assessment
Ma, H., Saha, T. K., Ekanayake, C. and Allen, D. (2012). Modern machine learning techniques for power transformer condition assessment. CIGRE Session 44, Paris, France, 26-31 August 2012. Paris, France: Council on Large Electric Systems (CIGRE).
Dehghani Ashkezari, Atefeh, Ma, Hui, Ekanayake, Chandima and Saha, Tapan K. (2012). Multivariate analysis for correlations among different transformer oil parameters to determine transformer health index. 2012 IEEE Power and Energy Society General Meeting, San Diego, United States, 22- 26 July 2012. Piscataway, NJ, United States: IEEE. doi: 10.1109/PESGM.2012.6345231
Dehghani Ashkezari, Atefeh, Saha, Tapan K., Ekanayake, Chandima and Ma, Hui (2011). Evaluating the accuracy of different DGA techniques for improving the transformer oil quality interpretation. AUPEC 2011: Australasian Universities Power Engineering Conference. Integrating Renewables into the Grid, Gardens Point, Brisbane, Australia, 25-28 September 2011. Pitscataway, NJ, U.S.A.: Institute for Electrical and Electronic Engineers (IEEE).
Dehghani Ashkezari, Atefeh, Ma, Hui, Saha, Tapan K. and Chandima Ekanayake (2011). Investigation of non-linearity in dielectric response measurements for transformer insulation diagnosis. IEEE Power and Energy Society’s Innovative Smart Grid Technologies Asia 2011 Conference (IEEE PES ISGT Asia 2011), Perth, W.A., Australia, 13-16 November 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/ISGT-Asia.2011.6167113
Machine learning techniques for power transformer insulation diagnosis
Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2011). Machine learning techniques for power transformer insulation diagnosis. 21st Australasian Universities Power Engineering Conference (AUPEC), 2011, Brisbane, Australia, 25-28 September 2011. Piscataway, NJ, United States: IEEE.
Predictive learning and information fusion for condition assessment of power transformer
Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2011). Predictive learning and information fusion for condition assessment of power transformer. 2011 IEEE Power and Energy Society General Meeting, Detroit, MI, United States, 24-29 July 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/PES.2011.6039069
Sensing nodes selection scheme for distributive target tracking in wireless sensor networks
Ma, Hui (2011). Sensing nodes selection scheme for distributive target tracking in wireless sensor networks. 37th Annual Conference of the IEEE Industrial Electronics Society (IECON 2011), Melbourme, Australia, 7-10 November 2011. Piscataway, NJ, United States: I E E E. doi: 10.1109/IECON.2011.6119643
Application of polarization based measurement techniques for diagnosis of field transformers
Ekanayake, Chandima, Saha, Tapan K., Ma, Hui and Allan, David (2010). Application of polarization based measurement techniques for diagnosis of field transformers. IEEE Power and Energy Society 2010 General Meeting, Minneapolis, Minnesota, USA, 25 July - 29 July 2010. New York, N.Y.: Institute of Electrical and Electronics Engineers, Inc. : IEEE Power Engineering Society. doi: 10.1109/PES.2010.5589446
Past experience and future developments toward the safeguarding of power transformers
Ekanayake, Chandima, Ma, Hui and Saha, Tapan (2010). Past experience and future developments toward the safeguarding of power transformers. 6th International Conference on Electrical and Computer Engineering, ICECE 2010, Dhaka, Bangladesh, 18-20 December 2010. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICELCE.2010.5700682
Power transformer insulation diagnosis under measurement originated uncertainties
Ma, Hui, Saha, Tapan K. and Ekanayake, Chandima (2010). Power transformer insulation diagnosis under measurement originated uncertainties. IEEE Power and Energy Society 2010 General Meeting, Minneapolis, MN, USA, 25-29 July 2010. Piscataway, NJ, United States: IEEE. doi: 10.1109/PES.2010.5589395
Intelligent framework and techniques for power transformer insulation diagnosis
Ma, H, Saha, T.K., Thomas, A. and Ekanayake, C. (2009). Intelligent framework and techniques for power transformer insulation diagnosis. IEEE Power and Energy Society (PES) 2009 General Meeting, Calgary, Alberta, Canada, 26-30 July 2009. Piscataway, NJ, United States: IEEE. doi: 10.1109/PES.2009.5275876
Ekanayake, Chandima, Saha, Tapan, Thomas, Andrew and Ma, Hui (2009). Reliability of dielectric response measurements for estimating moisture in oil impregnated paper insulation. Energy 21C: The 10th International Transmission and Distribution Conference & Exhibition (Electricity and Gas Networks), Melbourne, VIC, Australia, 6-9 September 2009.
Distributive target tracking in wireless sensor networks under measurement origin uncertainty
Ma, Hui and Ng, Brian W. -H. (2007). Distributive target tracking in wireless sensor networks under measurement origin uncertainty. 3rd Intelligent Sensors, Sensor Networks and Information Processing Conference, Adelaide Australia, Dec 03-06, 2007. NEW YORK: IEEE.
Distributive JPDAF for multi-target tracking in wireless sensor networks
Ma, Hui and Ng, Brian W. -H. (2006). Distributive JPDAF for multi-target tracking in wireless sensor networks. IEEE Region 10 Conference (TENCON 2006), Hong Kong Peoples R China, Nov 14-17, 2006. NEW YORK: QUEENSLAND UNIVERSITY TECHNOLOGY.
Knowledge discovery application framework for manufacturing execution, diagnosis and optimization
Ma, H, Zhang, JB, Zhao, YZ, Tan, CH and Qu, RT (2003). Knowledge discovery application framework for manufacturing execution, diagnosis and optimization. IEEE International Conference on Industrial Informatics (INDIN 2003), Banff Canada, Aug 21-24, 2003. NEW YORK: IEEE.
Pattern recognition of PD in large turbine generators with a neural network system
Wu, GG, Xie, HK, Ma, H, Jiang, XW, Chen, ZQ and Sun, DL (1997). Pattern recognition of PD in large turbine generators with a neural network system. 5th International Conference on Properties and Applications of Dielectric Materials, Seoul South Korea, May 25-30, 1997. NEW YORK: I E E E.
Gatton Sky Image and PV Generation 2020
Xu, Shijie and Ma, Hui (2023). Gatton Sky Image and PV Generation 2020. The University of Queensland. (Dataset) doi: 10.48610/bd7e108
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.
Overhead Conductor Condition Monitoring
(2018–2020) Energy Networks Association Limited
Preventing transformer failures caused by silver sulphide
(2017–2020) Energy Networks Association Limited
Condition Monitoring of Insulation Systems of Transformer Retrofilled with Natural Ester Oils
Doctor Philosophy — Principal Advisor
Other advisors:
Recognition and Location of Power Quality Disturbances and Anomalies in Electricity Networks
Doctor Philosophy — Principal Advisor
Other advisors:
Novel data analytic techniques for power system asset management
Doctor Philosophy — Principal Advisor
Other advisors:
Data Analytics to Improve the Visibility of Power System Asset Health Condition
Doctor Philosophy — Principal Advisor
Other advisors:
Modelling cloud movement to generate short term solar irradiance predictions and subsequent expected PV power production
Doctor Philosophy — Principal Advisor
Other advisors:
Single Household Load Forecasting and Its Application in Household Energy Management
Doctor Philosophy — Associate Advisor
Other advisors:
Statistical Learning for Power Transformer Condition Assessment
Doctor Philosophy — Associate Advisor
Other advisors:
Sensing, modelling, Signal Processing and Data Analysing for Transformer/OLTC/Circuit Breaker Health Management
Doctor Philosophy — Associate Advisor
Other advisors:
Impact of distributed energy resources (DER) on the life expectancy of transformer
Doctor Philosophy — Associate Advisor
Other advisors:
Develop Virtual Inertia and Estimate the Optimal Location of Microgrids in Australian Grid Using Machine Learning
Doctor Philosophy — Associate Advisor
Other advisors:
Advanced Signal Processing Techniques for Online Power Transformer Insulation Diagnosis
(2015) Doctor Philosophy — Joint Principal Advisor
Other advisors:
(2014) Master Philosophy — Joint Principal Advisor
Other advisors:
Effect of Non-power Frequency Voltage Stresses on Electrical Tree Growth in XLPE Cables
(2023) Doctor Philosophy — Associate Advisor
Other advisors:
(2023) Doctor Philosophy — Associate Advisor
Other advisors:
(2022) Doctor Philosophy — Associate Advisor
Other advisors:
Condition Monitoring of Transformers using Fibre Optics Sensors
(2021) Doctor Philosophy — Associate Advisor
Other advisors:
Preventing Transformer Failures Caused by Silver Sulphide Corrosion
(2021) Doctor Philosophy — Associate Advisor
Other advisors:
Very Short-Term Solar Photovoltaic Output Forecasting with Spatio-Temporal Analysis
(2021) Doctor Philosophy — Associate Advisor
Other advisors:
(2019) Doctor Philosophy — Associate Advisor
Other advisors:
Investigation of data centric diagnostic techniques for transformer condition assessment
(2016) Doctor Philosophy — Associate Advisor
Other advisors:
Development of a Health Index for Transformer Insulation Systems Using Intelligent Algorithms
(2013) Master Philosophy — Associate Advisor
Other advisors:
Note for students: The possible research projects listed on this page may not be comprehensive or up to date. Always feel free to contact the staff for more information, and also with your own research ideas.
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:
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.