Professor Jin Ma
People_

Professor Jin Ma

Professor of Electrical Power Engineering
Professor Jin Ma
Project titleResearch student
Utilizing Data-Driven Approaches for Improved System Reliability and Efficiency in Electrical GridsHangdong AN
Pattern Study on NEM Electricity Price Data in NSWLeqi GU
Power electronics modeling and simulation for power system dynamic analysis and controlFujian LI
How Distribution Network can be Operated More Flexibly to Accommodate the Distributed Renewable GenerationYunwan LIU
Data-Driven Virtual Power Plant Operations: A Study of Game Theory and Policy Mechanisms in Pricing StrategiesSenyao WANG
Robust Renewables Hosting Capacity Enhancement for Distribution NetworksYunqing ZHANG

Publications

Book Chapters

  • Seidaliseifabad, M., Ma, J., Qiu, J. (2020). A Scenario-Based Approach for Storage Capacity Determination to Improve the Hosting Capacity of Distribution Systems. In Ahmed F. Zobaa, Shady H. E. Abdel Aleem, Sherif M. Ismael & Paulo F. Ribeiro (Eds.), Hosting Capacity for Smart Power Grids, (pp. 87-120). Cham: Springer Nature Switzerland. [More Information]
  • Infante, W., Ma, J., Han, X., Li, W., Zomaya, A. (2020). Two-Stage Optimization Strategies for Integrating Electric Vehicles in the Energy Internet. In A. Zobaa and J. Cao (Eds.), Energy Internet: Systems and Applications, (pp. 209-238). Cham: Springer Nature Switzerland. [More Information]
  • Abad, M., Ma, J., Han, X. (2019). Distribution systems hosting capacity assessment: Relaxation and linearization. In Qiang Yang, Ting Yang, Wei Li (Eds.), Smart Power Distribution Systems: Control, Communication, and Optimization, (pp. 555-586). London: Academic Press. [More Information]

Journals

  • Chen, Y., Gao, Y., Fang, Z., Li, J., Hu, Z., Zou, Y., Ma, J., Li, C., Xiao, Q., Chen, Z. (2024). A distributed robust state estimation method based on alternating direction method of multipliers for integrated electricity-heat system. IET Energy Systems Integration. [More Information]
  • Wang, Q., Zhang, Z., Guo, J., Yu, P., Ma, J., Guo, Y., Zhao, M., Li, S. (2024). Mechanism and Technical Path of Active Grid-forming of New Type Power System. Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 44(2), 504-516. [More Information]
  • Liu, Y., Ma, J., Wang, W. (2024). Self-Supervised Feature Learning for Appliance Recognition in Nonintrusive Load Monitoring. IEEE Transactions on Industrial Informatics, 20(2), 1698-1710. [More Information]

Conferences

  • Tio,, A., Hill,, D., Ma, J. (2022). Finding congestion modes of future grids with diverse power exchanges. 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022, : Springer Verlag.
  • Chang, X., Li, W., Ma, J., Yang, T., Zomaya, A. (2020). Interpretable Machine Learning in Sustainable Edge Computing: A Case Study of Short-Term Photovoltaic Power Output Prediction. 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), Piscataway: Institute of Electrical and Electronics Engineers Inc. [More Information]
  • Caro-Ruiz, C., Pavas, A., Mojica-Nava, E., Ma, J., Hill, D. (2019). Qualifying Transmission Line Significance on Cascading Failures using Cut-sets. 13th IEEE PES PowerTech Conference (PowerTech 2019), Milan: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2024

  • Chen, Y., Gao, Y., Fang, Z., Li, J., Hu, Z., Zou, Y., Ma, J., Li, C., Xiao, Q., Chen, Z. (2024). A distributed robust state estimation method based on alternating direction method of multipliers for integrated electricity-heat system. IET Energy Systems Integration. [More Information]
  • Wang, Q., Zhang, Z., Guo, J., Yu, P., Ma, J., Guo, Y., Zhao, M., Li, S. (2024). Mechanism and Technical Path of Active Grid-forming of New Type Power System. Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 44(2), 504-516. [More Information]
  • Liu, Y., Ma, J., Wang, W. (2024). Self-Supervised Feature Learning for Appliance Recognition in Nonintrusive Load Monitoring. IEEE Transactions on Industrial Informatics, 20(2), 1698-1710. [More Information]

2023

  • Alhelou, H., Bahrani, B., Ma, J., David, H. (2023). Australia's Power System Frequency: Current Situation, Industrial Challenges, Efforts, and Future Research Directions. IEEE Transactions On Power Systems. [More Information]
  • Wang, H., Ma, J., Zhu, J. (2023). Identifying household EV models via weighted power recurrence graphs. Electric Power Systems Research, 217. [More Information]
  • Wang, B., Zhu, S., Cai, G., Yang, D., Chen, Z., Ma, J., Sun, Z. (2023). Sparse Measurement-Based Modelling Low-Order Dynamics for Primary Frequency Regulation. IEEE Transactions On Power Systems. [More Information]

2022

  • Liu, Y., Ma, J., Xing, X., Liu, X., Wang, W. (2022). A home energy management system incorporating data-driven uncertainty-aware user preference. Applied Energy, 326. [More Information]
  • Lin, J., Ma, J., Zhu, J. (2022). A Privacy-Preserving Federated Learning Method for Probabilistic Community-Level Behind-the-Meter Solar Generation Disaggregation. IEEE Transactions on Smart Grid, 13(1). [More Information]
  • Liu, Y., Qiu, J., Lu, J., Wang, W., Ma, J. (2022). A Single-to-Multi Network for Latency-Free Non-Intrusive Load Monitoring. IEEE Transactions on Network Science and Engineering, 9(2), 755-768. [More Information]

2021

  • Yang, D., Wang, B., Cai, G., Chen, Z., Ma, J., Sun, Z., Wang, L. (2021). Data-Driven Estimation of Inertia for Multiarea Interconnected Power Systems Using Dynamic Mode Decomposition. IEEE Transactions on Industrial Informatics, 17(4), 2686-2695. [More Information]
  • Chen, Y., Chen, H., Jiao, Y., Ma, J., Lin, Y. (2021). Data-driven Robust State Estimation through Off-line Learning and On-line Matching. Journal of Modern Power Systems and Clean Energy, 9(4), 897-909. [More Information]
  • Liang, H., Ma, J. (2021). Develop Load Shape Dictionary through Efficient Clustering Based on Elastic Dissimilarity Measure. IEEE Transactions on Smart Grid, 12(1), 442-452. [More Information]

2020

  • Liang, H., Ma, J., Sun, R., Du, Y. (2020). A Data-Driven Approach for Targeting Residential Customers for Energy Efficiency Programs. IEEE Transactions on Smart Grid, 11(2), 1229-1238. [More Information]
  • Caro-Ruiz, C., Ma, J., Hill, D., Pavas, A., Mojica-Nava, E. (2020). A minimum cut-set vulnerability analysis of power networks. Sustainable Energy, Grids and Networks, 21, 100302. [More Information]
  • Seidaliseifabad, M., Ma, J., Qiu, J. (2020). A Scenario-Based Approach for Storage Capacity Determination to Improve the Hosting Capacity of Distribution Systems. In Ahmed F. Zobaa, Shady H. E. Abdel Aleem, Sherif M. Ismael & Paulo F. Ribeiro (Eds.), Hosting Capacity for Smart Power Grids, (pp. 87-120). Cham: Springer Nature Switzerland. [More Information]

2019

  • Kim, J., Ma, J., Sun, K., Lee, J., Shin, J., Kim, Y., Hur, K. (2019). A Computationally Efficient Method for Bounding Impacts of Multiple Uncertain Parameters in Dynamic Load Models. IEEE Transactions On Power Systems, 34(2), 897-907. [More Information]
  • Liu, R., Verbic, G., Ma, J. (2019). A new dynamic security assessment framework based on semi-supervised learning and data editing. Electric Power Systems Research, 172, 221-229. [More Information]
  • Chen, Y., Zhang, Z., Song, X., Liu, J., Hou, M., Li, G., Xu, W., Ma, J. (2019). Coherent Clustering Method Based on Weighted Clustering of Multi-Indicator Panel Data. IEEE Access, 7, 43462-43472. [More Information]

2018

  • Qian, M., Zhao, D., Ma, J., Jiang, D., Ding, M., Xiang, L. (2018). A Centralized Frequency Regulation Strategy of PV Power Plant Based Equal Adjustable Capacity Proportion Mode. 2018 China International Conference on Electricity Distribution (CICED), Tianjin: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Baltas, N., de Asis Fernandez, F., Mazidi, P., Rodriguez, P., Ma, J. (2018). A comparative analysis of decision trees, support vector machines and artificial neural networks for on-line transient stability assessment. International Conference on Smart Energy Systems and Technologies (SEST 2018), Sevilla: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Zhao, D., Qian, M., Ma, J., Jiang, D., Ding, M., Xiang, L. (2018). A Decentralized Frequency Regulation Strategy of PV Power Plant Based on Droop Control. 2018 China International Conference on Electricity Distribution (CICED), Tianjin: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2017

  • Mahmoud, T., Dong, Z., Ma, J. (2017). A Developed Integrated Scheme Based Approach for Wind Turbine Intelligent Control. IEEE Transactions on Sustainable Energy, 8(3), 927-937. [More Information]
  • Seidaliseifabad, M., Verbic, G., Chapman, A., Ma, J. (2017). A linear method for determining the hosting capacity of radial distribution systems. 2017 Australasian Universities Power Engineering Conference (AUPEC), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Ma, S., Geng, H., Ma, J., Yang, G. (2017). An Approach to Establish Detailed Model of DFIG Based Wind Farm. Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 32(Suppl 1), 1-10. [More Information]

2016

  • Chen, Y., Ma, J., Liu, F., Mei, S. (2016). A bilinear robust state estimator. International Transactions on Electrical Energy Systems, 26(7), 1476-1492. [More Information]
  • Zhang, C., Xu, Y., Dong, Z., Ma, J. (2016). A Composite Sensitivity Factor Based Method for Networked Distributed Generation Planning. 19th Power Systems Computation Conference (PSCC 2016), Genoa: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Liu, R., Verbic, G., Ma, J. (2016). A machine learning approach for fast future grid small-signal stability scanning. 2016 IEEE International Conference on Power System Technology (POWERCON 2016), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2015

  • Chen, Y., Ma, J. (2015). A bilinear robust state estimation method for power systems. Dianli Xitong Zidonghua (Automation of Electric Power Systems), 39(6), 41-47. [More Information]
  • Chen, Y., Chen, Q., Ma, J., Zhang, J. (2015). A novel linear state tracking approach of power systems. Dianwang Jishu (Power System Technology), 39(2), 472-477. [More Information]
  • Chen, Y., Liu, F., Mei, S., Ma, J. (2015). A Robust WLAV State Estimation Using Optimal Transformations. IEEE Transactions On Power Systems, 30(4), 2190-2191. [More Information]

2014

  • Chen, Y., Ma, J. (2014). A mixed-integer linear programming approach for robust state estimation. Journal of Modern Power Systems and Clean Energy, 2(4), 366-373. [More Information]
  • Qian, M., Zhao, D., Jiang, D., Zhu, L., Ma, J. (2014). Active and Reactive Power Control of Wind Farm Based on Integrated Platform of PowerFactory and MATLAB. In Francisco M. Gonzalez-Longatt, Jose Luis Rueda (Eds.), PowerFactory Applications for Power System Analysis, (pp. 421-446). Cham, Switzerland: Springer. [More Information]
  • Garmroodi Doiran, M., Hill, D., Ma, J., Verbic, G. (2014). Impact of wind generation variability on small signal stability of power systems. 2014 Australasian Universities Power Engineering Conference (AUPEC), : Institute of Electrical and Electronics Engineers Inc. [More Information]

2013

  • Ma, J., Wang, H., Lo, K. (2013). Clarification on power system stabiliser design. IET Generation, Transmission and Distribution, 7(9), 973-981. [More Information]
  • Liu, W., Liu, C., Ma, L., Lin, Y., Ma, J. (2013). Maximum power point tracking of photovoltaic generation based on forecasting model. Journal of Software, 8(10), 2569-2574. [More Information]

2012

  • Han, D., Ma, J., He, R. (2012). Multi-parameter uncertainty analysis in power system dynamic simulation: A new solution based on the stochastic response surface method and trajectory sensitivity method. Electric Power Components and Systems, 40(5), 480-496. [More Information]
  • Han, D., Ma, J., He, R. (2012). Parameter optimization of measurement-based load model based on Bootstrap. Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 27(8), 141-146.

2011

  • Min, J., Wang, H., Ma, J. (2011). A comprehensive approach for static voltage stability preventive control using immune algorithm. 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011, Piscataway, New Jersey, United States of America: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Wang, H., Min, J., Ma, J., Wang, H., Fu, H., Hu, Y. (2011). A study on PSS parameters optimizing for multiple low frequency oscillation modes. 2011 Asia-Pacific Power and Energy Engineering Conference (APPEEC), Piscataway, New Jersey, United States of America: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Ma, J., Xu, H., Zhang, G., Fu, H., Hu, Y., Sun, S. (2011). An eigenvalue sensitivity-based method to analyze effects of load model on system damping. Dianwang Jishu (Power System Technology), 35(7), 87-90.

2010

  • Zheng, X., He, R., Ma, J. (2010). A load model applicable to low voltage transient stability analysis. Dianli Xitong Zidonghua (Automation of Electric Power Systems), 34(20), 40-44.
  • Zheng, X., He, R., Ma, J., Yonghong, T. (2010). A method of load classification based on the trajectory sensitivity. Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 25(9), 145-150.
  • Tang, Y., Zheng, X., Ma, J. (2010). A method to improve practicality of load model for actual power grid. Dianwang Jishu (Power System Technology), 34(7), 47-51.

2009

  • Bo, B., Ma, J., He, R. (2009). A hybrid dynamic simulation validation strategy based on time-varied impedance. Dianli Xitong Zidonghua (Automation of Electric Power Systems), 33(6), 6-10.
  • He, R., Zheng, X., Ma, J., Tang, Y. (2009). A method of parameter range adjustment in load parameter identification based on the trajectory sensitivity. Dianli Xitong Zidonghua (Automation of Electric Power Systems), 33(13), 17-21.
  • Han, D., Ma, J., He, R., Dong, Z. (2009). A Real Application of Measurement-based Load Modeling in Large-scale Power Grids and its Validation. IEEE Transactions On Power Systems, 24(4), 1756-1764. [More Information]

2008

  • Ma, J., Mei, S. (2008). Hamiltonian realization of power system dynamic models and its applications. Science in China. Series E: Technological Sciences, 51(6), 735-750. [More Information]
  • Han, D., He, R., Ma, J., Huang, X. (2008). Quantitative uncertainty analysis for power system dynamic simulation based on stochastic response surface method. Dianli Xitong Zidonghua (Automation of Electric Power Systems), 32(20), 11-14.
  • Ma, J., Han, D., He, R., Dong, Z., Hill, D. (2008). Reducing Identified Parameters of Measurement-Based Composite Load Model. IEEE Transactions On Power Systems, 23(1), 76-83. [More Information]

2007

  • Ma, J., Dong, Z., He, R., Hill, D. (2007). Measurement-based Load Modeling using Genetic Algorithms. 2007 IEEE Congress on Evolutionary Computation (CEC 2007), CD-ROM, United States: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Ma, J., Hill, D., Dong, Z., He, R. (2007). Power system energy analysis incorporating comprehensive load characteristics. IET Generation, Transmission and Distribution, 1(6), 855-863. [More Information]
  • Ma, J., Han, D., He, R., Dong, Z., Hill, D. (2007). Research on Identifiability of Equivalent Motor in Composite Load Model. IEEE Lausanne PowerTech 2007, United States: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

Selected Grants

2023

  • Data driven studies on power system operation and control, Ma J, DVC Research/Bridging Support Grant

2020

  • A Unified Framework for Resource Management in Edge-Cloud Data Centres, Zomaya A, Ma J, Li W, Australian Research Council (ARC)/Discovery Projects (DP)