Article

Wang, Kun, Yang, Jiajia, Zhang, Chunyue, Wen, Fushuan, and Lu, Gang (2024) Joint energy-frequency regulation electricity market design for the transition towards a renewable-rich power system. International Journal of Electrical Power and Energy Systems, 155. 109504.

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

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.

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.

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.

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.

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.

Conference Item

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.