Machine learning-based state prediction and optimization of orthogonal iterative abort strategy for unbalanced power grids

[1] Andrew, E. T., Ahmed, K. H., & Holliday, D. (2022). A new model predictive current controller for grid-connected converters in unbalanced grids. IEEE Transactions on Power Electronics, 37(8), 9175-9186. Andrew E. T. Ahmed K. H. Holliday D. ( 2022 ). A new model predictive current controller for grid-connected converters in unbalanced grids . IEEE Transactions on Power Electronics , 37 ( 8 ), 9175 - 9186 . Search in Google Scholar

[2] Zhang, L., Wang, G., & Giannakis, G. B. (2019). Real-time power system state estimation and forecasting via deep unrolled neural networks. IEEE Transactions on Signal Processing, 67(15), 4069-4077. Zhang L. Wang G. Giannakis G. B. ( 2019 ). Real-time power system state estimation and forecasting via deep unrolled neural networks . IEEE Transactions on Signal Processing , 67 ( 15 ), 4069 - 4077 . Search in Google Scholar

[3] Zhang, Y., Jiao, J., Xu, D., Jiang, D., Wang, Z., & Tong, C. (2019). Model predictive direct power control of doubly fed induction generators under balanced and unbalanced network conditions. IEEE Transactions on Industry Applications, 56(1), 771-786. Zhang Y. Jiao J. Xu D. Jiang D. Wang Z. Tong C. ( 2019 ). Model predictive direct power control of doubly fed induction generators under balanced and unbalanced network conditions . IEEE Transactions on Industry Applications , 56 ( 1 ), 771 - 786 . Search in Google Scholar

[4] Shi, Z., Yao, W., Zeng, L., Wen, J., Fang, J., Ai, X., & Wen, J. (2020). Convolutional neural network-based power system transient stability assessment and instability mode prediction. Applied Energy, 263, 114586. Shi Z. Yao W. Zeng L. Wen J. Fang J. Ai X. Wen J. ( 2020 ). Convolutional neural network-based power system transient stability assessment and instability mode prediction . Applied Energy , 263 , 114586 . Search in Google Scholar

[5] Yang, Q., Ding, T., He, H., Chen, X., Tao, F., Zhou, Z., … & Chen, S. (2020). Model predictive control of MMC-UPFC under unbalanced grid conditions. International Journal of Electrical Power & Energy Systems, 117, 105637. Yang Q. Ding T. He H. Chen X. Tao F. Zhou Z. Chen S. ( 2020 ). Model predictive control of MMC-UPFC under unbalanced grid conditions . International Journal of Electrical Power & Energy Systems , 117 , 105637 . Search in Google Scholar

[6] Jia, J., Yang, G., & Nielsen, A. H. (2017). A review on grid-connected converter control for short-circuit power provision under grid unbalanced faults. IEEE Transactions on Power Delivery, 33(2), 649-661. Jia J. Yang G. Nielsen A. H. ( 2017 ). A review on grid-connected converter control for short-circuit power provision under grid unbalanced faults . IEEE Transactions on Power Delivery , 33 ( 2 ), 649 - 661 . Search in Google Scholar

[7] Mohapatra, S. R., & Agarwal, V. (2019). Model predictive control for flexible reduction of active power oscillation in grid-tied multilevel inverters under unbalanced and distorted microgrid conditions. IEEE Transactions on Industry Applications, 56(2), 1107-1115. Mohapatra S. R. Agarwal V. ( 2019 ). Model predictive control for flexible reduction of active power oscillation in grid-tied multilevel inverters under unbalanced and distorted microgrid conditions . IEEE Transactions on Industry Applications , 56 ( 2 ), 1107 - 1115 . Search in Google Scholar

[8] Xu, X., Wei, Z., Ji, Q., Wang, C., & Gao, G. (2019). Global renewable energy development: Influencing factors, trend predictions and countermeasures. Resources Policy, 63, 101470. Xu X. Wei Z. Ji Q. Wang C. Gao G. ( 2019 ). Global renewable energy development: Influencing factors, trend predictions and countermeasures . Resources Policy , 63 , 101470 . Search in Google Scholar

[9] Jiang, W., Ma, W., Wang, J., Wang, L., & Gao, Y. (2017). Deadbeat control based on current predictive calibration for grid-connected converter under unbalanced grid voltage. IEEE Transactions on Industrial Electronics, 64(7), 5479-5491. Jiang W. Ma W. Wang J. Wang L. Gao Y. ( 2017 ). Deadbeat control based on current predictive calibration for grid-connected converter under unbalanced grid voltage . IEEE Transactions on Industrial Electronics , 64 ( 7 ), 5479 - 5491 . Search in Google Scholar

[10] Zhang, Y., Shi, X., Zhang, H., Cao, Y., & Terzija, V. (2022). Review on deep learning applications in frequency analysis and control of modern power system. International Journal of Electrical Power & Energy Systems, 136, 107744. Zhang Y. Shi X. Zhang H. Cao Y. Terzija V. ( 2022 ). Review on deep learning applications in frequency analysis and control of modern power system . International Journal of Electrical Power & Energy Systems , 136 , 107744 . Search in Google Scholar

[11] Liu, X., Wang, D., & Peng, Z. (2019). An improved finite control-set model predictive control for nested neutral point-clamped converters under both balanced and unbalanced grid conditions. International Journal of Electrical Power & Energy Systems, 104, 910-923. Liu X. Wang D. Peng Z. ( 2019 ). An improved finite control-set model predictive control for nested neutral point-clamped converters under both balanced and unbalanced grid conditions . International Journal of Electrical Power & Energy Systems , 104 , 910 - 923 . Search in Google Scholar

[12] Radhoush, S., Bahramipanah, M., Nehrir, H., & Shahooei, Z. (2022). A review on state estimation techniques in active distribution networks: existing practices and their challenges. Sustainability, 14(5), 2520. Radhoush S. Bahramipanah M. Nehrir H. Shahooei Z. ( 2022 ). A review on state estimation techniques in active distribution networks: existing practices and their challenges . Sustainability , 14 ( 5 ), 2520 . Search in Google Scholar

[13] Jin, N., Hu, S., Gan, C., & Ling, Z. (2017). Finite states model predictive control for fault-tolerant operation of a three-phase bidirectional AC/DC converter under unbalanced grid voltages. IEEE Transactions on Industrial Electronics, 65(1), 819-829. Jin N. Hu S. Gan C. Ling Z. ( 2017 ). Finite states model predictive control for fault-tolerant operation of a three-phase bidirectional AC/DC converter under unbalanced grid voltages . IEEE Transactions on Industrial Electronics , 65 ( 1 ), 819 - 829 . Search in Google Scholar

[14] Ran, X., Xu, B., Liu, K., & Zhang, J. (2021). An improved low-complexity model predictive direct power control with reduced power ripples under unbalanced grid conditions. IEEE Transactions on Power Electronics, 37(5), 5224-5234. Ran X. Xu B. Liu K. Zhang J. ( 2021 ). An improved low-complexity model predictive direct power control with reduced power ripples under unbalanced grid conditions . IEEE Transactions on Power Electronics , 37 ( 5 ), 5224 - 5234 . Search in Google Scholar

[15] Ghanbarian, M. M., Nayeripour, M., Rajaei, A. H., Jamshidi, F., & Waffenschmidt, E. (2017). Model predictive control of distributed generation micro-grids in island and grid connected operation under balanced and unbalanced conditions. Journal of Renewable and Sustainable Energy, 9(4). Ghanbarian M. M. Nayeripour M. Rajaei A. H. Jamshidi F. Waffenschmidt E. ( 2017 ). Model predictive control of distributed generation micro-grids in island and grid connected operation under balanced and unbalanced conditions . Journal of Renewable and Sustainable Energy , 9 ( 4 ). Search in Google Scholar

[16] Niu, L., Xie, Z., Yang, H., & Zhang, X. (2017). Control of grid-connected converter based on model prediction control under unbalanced grid voltage. The Journal of Engineering, 2017(13), 1129-1133. Niu L. Xie Z. Yang H. Zhang X. ( 2017 ). Control of grid-connected converter based on model prediction control under unbalanced grid voltage . The Journal of Engineering , 2017 ( 13 ), 1129 - 1133 . Search in Google Scholar

[17] Nguyen, T. L., & Lee, H. H. (2019). Simplified model predictive control for AC/DC matrix converters with active damping function under unbalanced grid voltage. IEEE Journal of Emerging and Selected Topics in Power Electronics, 8(3), 2907-2917. Nguyen T. L. Lee H. H. ( 2019 ). Simplified model predictive control for AC/DC matrix converters with active damping function under unbalanced grid voltage . IEEE Journal of Emerging and Selected Topics in Power Electronics , 8 ( 3 ), 2907 - 2917 . Search in Google Scholar

[18] Jin, N., Gan, C., & Guo, L. (2017). Predictive control of bidirectional voltage source converter with reduced current harmonics and flexible power regulation under unbalanced grid. IEEE Transactions on Energy Conversion, 33(3), 1118-1131. Jin N. Gan C. Guo L. ( 2017 ). Predictive control of bidirectional voltage source converter with reduced current harmonics and flexible power regulation under unbalanced grid . IEEE Transactions on Energy Conversion , 33 ( 3 ), 1118 - 1131 . Search in Google Scholar

[19] Johnisha Harris,Pradeep Kumar Yadalam,Raghavendra Vamsi Anegundi & Deepavalli Arumuganainar. (2024). Comparing Graph Sample and Aggregation (SAGE) and Graph Attention Networks in the Prediction of Drug-Gene Associations of Extended-Spectrum Beta-Lactamases in Periodontal Infections and Resistance..Cureus(8),e68082. Harris Johnisha Yadalam Pradeep Kumar Anegundi Raghavendra Vamsi Arumuganainar Deepavalli ( 2024 ). Comparing Graph Sample and Aggregation (SAGE) and Graph Attention Networks in the Prediction of Drug-Gene Associations of Extended-Spectrum Beta-Lactamases in Periodontal Infections and Resistance .. Cureus ( 8 ), e68082 . Search in Google Scholar

[20] Ling Li. (2024). Geometric nonlinear analysis based on the generalized displacement control method and orthogonal iteration. Nonlinear Engineering(1). Li Ling ( 2024 ). Geometric nonlinear analysis based on the generalized displacement control method and orthogonal iteration . Nonlinear Engineering ( 1 ). Search in Google Scholar

[21] Shiwei Chen,Tingbin Zhao,Miaoxin Li,Xiaowen Zhao,Zhenjiang Li,Guobao Zheng … & Changsheng Qiao. (2024). Efficient production of pullulan by Aureobasidium pullulans using a multi-objective optimization strategy with orthogonal experimental design coupling artificial neural network and genetic algorithm.International journal of biological macromolecules(P1),135588. Chen Shiwei Zhao Tingbin Li Miaoxin Zhao Xiaowen Li Zhenjiang Zheng Guobao Qiao Changsheng ( 2024 ). Efficient production of pullulan by Aureobasidium pullulans using a multi-objective optimization strategy with orthogonal experimental design coupling artificial neural network and genetic algorithm . International journal of biological macromolecules (P 1 ), 135588 . Search in Google Scholar