Publications by: Yang Du

Also publishes as (Du Yang)

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Number of items: 53.

Liu, Shuo, Kong, Zhengmin, Huang, Tao, Du, Yang, and Xiang, Wei (2024) An ADMM-LSTM framework for short-term load forecasting. Neural Networks, 173. 106150.

Cao, Zhenyan, Wen, Huiqing, Bu, Qinglei, Shi, Haochen, Xu, Peichao, Yang, Yong, and Du, Yang (2023) Constant Power Load Stabilization With Fast Transient Boundary Control for DAB-Converters-Based Electric Drive Systems. IEEE Transactions on Industrial Electronics, 71 (2). 1863 -1874.

Liu, Zhuoqun, and Du, Yang (2023) Evolution towards dispatchable PV using forecasting, storage, and curtailment: A review. Electric Power Systems Research, 223. 109554.

Yang, Fan, Yan, Ke, Jin, Ning, and Du, Yang (2023) Multiple households energy consumption forecasting using consistent modeling with privacy preservation. Advanced Engineering Informatics, 55. 101846.

Zhu, Tongsen, Jiao, Xuan, Li, Xingshuo, Yin, Xuening, Du, Yang, Ding, Shuye, and Xiao, Weidong (2023) Novel solar forecasting scheme modelled by mixer dual path network and based on sky images. e-Prime - Advances in Electrical Engineering, Electronics and Energy, 6. 100315.

Chen, Xiaoyang, Xu, Xu, Wang, Jia, Fang, Lurui, Du, Yang, Lim, Eng Gee, and Ma, Jieming (2023) Robust Proactive Power Smoothing Control of PV Systems Based on Deep Reinforcement Learning. IEEE Transactions on Sustainable Energy, 14. 1585 -1598.

Wei, Kaixin, Shi, Peiji, Bao, Pili, Gao, Xianping, Du, Yang, and Qin, Yanzhou (2023) Thermal Analysis and Junction Temperature Estimation under Different Ambient Temperatures Considering Convection Thermal Coupling between Power Devices. Applied Sciences, 13 (8). 5209.

Wen, Haoran, Du, Yang, Chen, Xiaoyang, Lim, Eng Gee, Wen, Huiqing, and Yan, Ke (2023) A regional solar forecasting approach using generative adversarial networks with solar irradiance maps. Renewable Energy, 216. 119043.

Zeng, Yongkang, Chen, Jingjing, Jin, Ning, Jin, Xiaoping, and Du, Yang (2022) Air quality forecasting with hybrid LSTM and extended stationary wavelet transform. Building and Environment, 213. 108822.

Ruan, Guoping, Chen, Xiaoyang, Du, Yang, Lim, Eng Gee, Fang, Lurui, and Yan, Ke (2022) Comparing Spatio-Temporal Models for Aggregate PV Power Nowcasting. In: Proceedings of the 11th International Conference on Innovative Smart Grid Technologies - Asia, ISGT-Asia 2022. pp. 580-584. From: ISGT Asia 2022: IEEE PES Innovative Smart Grid Technologies, 1-5 November 2022, Singapore.

Chang, Jiaming, Du, Yang, Chen, Xiaoyang, Lim, Enggee, Wen, Huiqing, Li, Xingshuo, and Jiang, Lin (2022) Frequency regulation in adaptive virtual inertia and power reserve control with high PV penetration by probabilistic forecasting. Frontiers in Energy Research, 10. 929113.

Zhang, Bidan, Du, Yang, Chen, Xiaoyang, Lim, Eng Gee, Jiang, Lin, and Yan, Ke (2022) Potential Benefits for Residential Building with Photovoltaic Battery System Participation in Peer-to-Peer Energy Trading. Energies, 15 (11). 3913.

Li, Xingshuo, Zhu, Yinxiao, Wen, Huiqing, Du, Yang, and Xiao, Weidong (2022) Reference-Voltage-Line-Aided Power Incremental Algorithm for Photovoltaic GMPPT and Partial Shading Detection. IEEE Transactions on Sustainable Energy, 13 (3). pp. 1756-1770.

Chen, Xiaoyang, Du, Yang, Lim, Enggee, Fang, Lurui, and Yan, Ke (2022) Towards the applicability of solar nowcasting: A practice on predictive PV power ramp-rate control. Renewable Energy, 195. pp. 147-166.

Zhang, Bidan, Du, Yang, Chen, Xiaoyang, Lim, Eng Gee, Jiang, Lin, and Yan, Ke (2022) A novel adaptive penalty mechanism for Peer-to-Peer energy trading. Applied Energy, 327. 120125.

Wen, Haoran, Du, Yang, Lim, Eng Gee, Wen, Huiqing, Yan, Ke, Li, Xingshuo, and Jiang, Lin (2022) A solar forecasting framework based on federated learning and distributed computing. Building and Environment, 225. 109556.

Zhou, Hangxia, Liu, Qian, Yan, Ke, and Du, Yang (2021) Deep learning enhanced solar energy forecasting with AI-driven IoT. Wireless Communications and Mobile Computing, 2021. 9249387.

Chang, Jiaming, Du, Yang, Lim, Eng Gee, Wen, Huiqing, Li, Xingshuo, and Lin, Jiang (2021) Coordinated Frequency Regulation Using Solar Forecasting Based Virtual Inertia Control for Islanded Microgrids. IEEE Transactions on Sustainable Energy, 12 (4). pp. 2393-2403.

Wen, Haoran, Du, Yang, Chen, Xiaoyang, Lim, Enggee, Wen, Huiqing, Jiang, Lin, and Xiang, Wei (2021) Deep learning-based multi-step solar forecasting for PV ramp-rate control using sky images. IEEE Transactions on Industrial Informatics, 17 (2). pp. 1397-1406.

Lei, Qiyang, Liu, Xiaozhou, Xiao, Weidong, and Du, Yang (2021) A Low-cost and Stand-alone Ground Based Sensing Station for Efficient Solar Forecasting in PV Power Systems. In: Proceedngs of the 47th Annual Conference of the IEEE Industrial Electronics Society. From: IECON 2021: 47th Annual Conference of the IEEE Industrial Electronics Society, 13-16 October 2021, Toronto, Canada.

Li, Xingshuo, Wen, Huiqing, Hu, Yihua, Du, Yang, and Yang, Yong (2021) A comparative study on photovoltaic MPPT algorithms under EN50530 dynamic test procedure. IEEE Transactions on Power Electronics, 36 (4). pp. 4153-4168.

Lin, Dingyi, Li, Xingshuo, Ding, Shuye, Wen, Huiqing, Du, Yang, and Xiao, Weidong (2021) self-tuning MPPT scheme based on reinforcement learning and Beta parameter in photovoltaic power systems. IEEE Transactions on Power Electronics, 36 (12). pp. 13826-13838.

Chen, Xiaoyang, Du, Yang, Lim, Enggee, Wen, Huiqing, Yan, Ke, and Kirtley, James (2020) Power ramp-rates of utility-scale PV systems under passing clouds: module-level emulation with cloud shadow modeling. Applied Energy, 268. 114980.

Lin, Dingyi, Li, Xingshuo, Ding, Shuye, and Du, Yang (2020) Strategy comparison of power ramp rate control for photovoltaic systems. CPSS Transactions on Power Electronics and Applications, 5 (4). 20284541. pp. 329-341.

Bu, Qinglei, Wen, Huiqing, Wen, Jiacheng, Hu, Yihua, and Du, Yang (2020) Transient dc bias elimination of dual-active-bridge dc-dc converter with improved triple-phase-shift control. IEEE Transactions on Industrial Electronics, 67 (10). pp. 8587-8598.

Zhang, Bidan, Du, Yang, Lim, Eng Gee, Jiang, Lin, and Yan, Ke (2019) Design and simulation of Peer-to-Peer energy trading framework with dynamic electricity price. In: Proceedings of the 29th Australasian Universities Power Engineering Conference. From: AUPEC 2019: 29th Australasian Universities Power Engineering Conference, 26-29 May 2019, Nadi, Fiji.

Chang, Jiaming, Du, Yang, Chen, Xiaoyang, Lim, Eng Gee, and Yan, Ke (2019) Forecasting based virtual inertia control of PV systems for islanded micro-grid. In: Proceedings of the 29th Australasian Universities Power Engineering Conference. 9084532. From: AUPEC 2019: 29th Australasian Universities Power Engineering Conference,, 26-29 May 20219, Nadi, Fiji.

Chen, Xiaoyang, Yang, Du, Wen, Huiqing, Jiang, Lin, and Weidong, Xiao (2019) Forecasting-based power ramp-rate control strategies for utility-scale PV systems. IEEE Transactions on Industrial Electronics, 66 (3). pp. 1862-1871.

Yan, Ke, Du, Yang, and Ren, Zixiao (2019) MPPT perturbation optimization of photovoltaic power systems based on solar irradiance data classification. IEEE Transactions on Sustainable Energy, 10 (2). pp. 514-521.

Bow, Wilson G., Du, Yang, and Louis, Alan (2019) Modeling and evaluation of real-time energy management systems for microgrids. In: Proceedings of the 29th Australasian Universities Power Engineering Conference. From: AUPEC 2019: 29th Australasian Universities Power Engineering Conference, 26-29 May 2019, Nadi, Fiji.

Chen, Xiaoyang, Du, Yang, Lim, Enggee, Wen, Huiqing, and Jiang, Lin (2019) Sensor network based PV power nowcasting with spatio-temporal preselection for grid-friendly control. Applied Energy, 255. 113760.

Zhou, Hangxia, Zhang, Yujin, Yang, Lingfan, Liu, Congqiang, Yan, Ke, and Du, Yang (2019) Short-term photovoltaic power forecasting based on long short term memory neural network and attention mechanism. IEEE Access, 7. pp. 78063-78074.

Yan, Ke, Li, Wei, Ji, Zhiwei, Qi, Meng, and Du, Yang (2019) A hybrid LSTM neural network for energy consumption forecasting of individual households. IEEE Access, 7. pp. 157633-157642.

Veerapen, Sonia, Wen, Huiqing, Li, Xingshuo, Du, Yang, Yang, Yong, Wang, Yiwan, and Xiao, Weidong (2019) A novel global maximum power point tracking algorithm for photovoltaic system with variable perturbation frequency and zero oscillation. Solar Energy, 181. pp. 345-356.

Zhang, Can, Du, Yang, Chen, Xiaoyang, and Lim, Eng Gee (2018) Cloud Motion Forecasting and Cloud Base Height Estimation Using Two Low-Cost Sky Cameras. In: Proceedings of the 2nd IEEE Conference on Energy Internet and Energy System Integration. 8582657. From: EI2 2018: 2nd IEEE Conference on Energy Internet and Energy System Integration, 20-22 October 2018, Beijing, China.

Zhang, Can, Du, Yang, Chen, Xiaoyang, and Lu, Dylan D.C. (2018) Cloud motion tracking system using low-cost sky imager for PV power ramp-rate control. In: Proceedings of the IEEE International Conference on Industrial Electronics for Sustainable Energy Systems. pp. 493-498. From: IESES 2018: IEEE International Conference on Industrial Electronics for Sustainable Energy Systems, 31 January - 2 February 2018, Hamilton, New Zealand.

Du, Yang, Yan, Ke, Ren, Zixiao, and Xiao, Weidong (2018) Designing localized MPPT for PV systems using fuzzy-weighted extreme learning machine. Energies, 11 (10). 2615.

Yan, Ke, Wang, Xudong, Du, Yang, Jin, Ning, Huang, Haichao, and Zhou, Hangxia (2018) Multi-step short-term power consumption forecasting with a hybrid deep learning strategy. Energies, 11. 3089.

Li, Xingshuo, Wen, Huiqing, Du, Yang, Jiang, Lin, Hu, Yihua, and Xiao, Weidong (2018) A novel power incremental GMPPT method based on modified voltage lines for photovoltaic system. In: Proceedings of the International Conference on Power Electronics, Drives and Energy Systems. From: PEDES 2018: IEEE International Conference on Power Electronics, Drives and Energy Systems, 18-21 December 2018, Chennai, India.

Veerapen, Sonia, Wen, Huiqing, and Du, Yang (2017) Design of a novel MPPT algorithm based on the two-stage searching method for PV systems under partial shading. In: Proceedings of the IEEE 3rd International Future Energy Electronics Conference and ECCE Asia. pp. 1494-1498. From: IFEEC 2017 - ECCE Asia: IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, 3-7 June 2017, Kaohsiung, Taiwan.

Lu, Shaofeng, Cheng, Ying, Wang, Xiaoyang, Du, Yang, and Lim, Eng Gee (2017) Exploring the effectiveness of student-generated video tutorials in electronic lab-based teaching. In: Proceedings of the IEEE Frontiers in Education Conference. From: FIE 2017: IEEE Frontiers in Education Conference, 18-21 October 2017, Indianapolis, IN, USA.

Chen, Xiaoyang, Du, Yang, and Wen, Huiqing (2017) Forecasting based power ramp-rate control for PV systems without energy storage. In: Proceedings of the IEEE 3rd International Future Energy Electronics Conference and ECCE Asia. From: IFEEC 2017 - ECCE Asia: IEEE 3rd International Future Energy Electronics Conference, 3-7 June 2017, Kaohsiung, Taiwan.

Wen, Huiqing, Zheng, Kai, and Du, Yang (2017) Hierarchical coordinated control for DC microgrid with crowbar and load shedding control. In: Proceedings of the IEEE 3rd International Future Energy Electronics Conference and ECCE Asia. pp. 2208-2212. From: IFEEC 2017 - ECCE Asia: IEEE 3rd International Future Energy Electronics Conference, 3-7 June 2017, Kaohsiung, Taiwan.

Cheng, Ying, Lu, Shaofeng, Du, Yang, and Lim, Eng Gee (2017) Introducing online quizzes into lab-based teaching in university. International Journal of Information and Education Technology, 7 (8). pp. 571-574.

Chen, Xiaoyang, Du, Yang, Xiao, Weidong, and Lu, Shaofeng (2017) Power ramp-rate control based on power forecasting for PV grid-tied systems with minimum energy storage. In: Proceedings of the 43rd Annual Conference of the IEEE Industrial Electronics Society. pp. 2647-2652. From: IECON 2017: 43rd Annual Conference of the IEEE Industrial Electronics Society, 29 October - 1 November 2017, Beijing, China.

Li, Xingshuo, Wen, Huiqing, Jiang, Lin, Lim, Eng Gee, Du, Yang, and Zhao, Chenhao (2016) Photovoltaic modified β-parameter-based MPPT method with fast tracking. Journal of Power Electronics, 16 (1). pp. 9-17.

Lu, Shaofeng, Xue, Fei, Ting, Tiew On, and Du, Yang (2016) Speed trajectory optimisation for electric vehicles in eco-approach and departure using linear programming. In: Proceedings of the IET International Conference on Intelligent and Connected Vehicles. From: ICV 2016: IET International Conference on Intelligent and Connected Vehicles, 22-23 September, 2016, Chongqing, China.

Li, Xingshuo, Wen, Huiqing, Jiang, Lin, Xiao, Weidong, Du, Yang, and Zhao, Chenhao (2016) An improved MPPT method for PV system with fast-converging speed and zero oscillation. IEEE Transactions on Industry Applications, 52 (6). pp. 5051-5064.

Du, Yang, Lu, Dylan Dah-Chuan, Chu, Grace M.L., and Xiao, Weidong (2015) Closed-form solution of time-varying model and its applications for output current harmonics in two-stage PV inverter. IEEE Transaction on Sustainable Energy, 6 (1). pp. 142-150.

Hu, Yihua, Du, Yang, Xiao, Weidong, Finney, Stephen, and Cao, Wenping (2015) DC-link voltage control strategy for reducing capacitance and total harmonic distortion in single-phase grid-connected photovoltaic inverters. IET Power Electronics, 8 (8). pp. 1386-1393.

Du, Yang, Li, Xingshuo, Wen, Huiqing, and Xiao, Weidong (2015) Perturbation optimization of maximum power point tracking of photovoltaic power systems based on practical solar irradiance data. In: Proceedings of the IEEE 16th Workshop on Control and Modeling for Power Electronics. From: COMPEL 2015: IEEE 16th Workshop on Control and Modeling for Power Electronics, 12-15 July 2015, Vancouver, Canada.

Du, Yang, Xiao, Weidong, Hu, Yihua, and Lu, Dylan Dah-Chuan (2014) Control approach to achieve burst mode operation with DC-link voltage protection in single-phase two-stage PV inverters. In: Proceedings of the IEEE Energy Conversion Congress and Exposition. pp. 47-52. From: ECCE 2014: IEEE Energy Conversion Congress and Exposition, 14-18 September 2014, Pittsburgh, PA, USA.

Ruttanayukol, Jamrus, Du, Yang, Xiao, Weidong, and Elmoursi, Mohamed (2014) Interleaved flyback micro-inverter with primary side current control for PV application. In: Proceedings of the 3rd Renewable Power Generation Conference. From: RPG 2014: 3rd Renewable Power Generation Conference, 24-25 September 2014, Naples, Italy.

This list was generated on Sun Nov 3 00:53:11 2024 AEST.