Publications

Journal Paper:

1. Yiyan Li, Si Zhang, Rongxing Hu, and Ning Lu. A meta-learning based distribution system load forecasting model selection framework[J]. Applied Energy, 294 (2021): 116991. [Elsevier] [Video]

2. Yiyan Li, Zheng Yan, Sijie Chen, Xiaoyuan Xu, and Chongqing Kang. Operation strategy of smart thermostat that self-learn user preferences[J]. IEEE Transactions on Smart Grid 10.5 (2019): 5770-5780. [IEEE Xplore]

3. Yiyan Li, Xiaoyuan Xu, Sijie Chen, and Zheng Yan. Determine the reliable generating capacity of power systems with high HVDC penetration considering both stability and ancillary service requirements[J]. IET Generation, Transmission & Distribution, vol. 12, no. 3, pp. 540-547, 2017. [IEEE Xplore]

4. Yiyan Li, Dong Han, and Zheng Yan. Long-term system load forecasting based on data-driven linear clustering method[J]. Journal of Modern Power Systems and Clean Energy, vol.6, no. 2, pp. 306-316, 2018. [Springer]

5. Yiyan Li, Dong Han, Zheng Yan, and Xiaobo Ling. Saturated load forecasting model under complex urbanization characteristics[J]. Power System Technology (in Chinese), vol. 40, no. 9, pp. 2824-2831, 2016. [ResearchGate]

6. Yiyan Li, Zheng Yan, and Donghan Feng. Mid/long-term load forecasting model considering urbanization characteristics[J]. Electric Power Automation Equipment (in Chinese), vol. 36, no. 4, pp. 54-61, 2016. [ResearchGate]

7. Qiangang Jia, Yiyan Li, Zheng Yan, Chengke Xu, Sijie Chen. A Practical Reinforcement-Learning-Based Bidding Strategy for Power Suppliers with Incomplete Information. Journal of Modern Power Systems and Clean Energy, accepted.

8. Qiangang Jia, Sijie Chen, Yiyan Li, Zheng Yan, Chengke Xu. Bidding Strategy of Power Suppliers Based on Learning Automata in Incomplete Information Environment. Automation of Electric Power Systems (in Chinese), 1-12[2021-04-22]. [ResearchGate]

Confere nce Paper:

1. Rongxing Hu, Yiyan Li, Si Zhang, Ashwin Shirsat, Valliappan Muthukaruppan, Wenyuan Tang, Mesut Baran, David Lubkeman, and Ning Lu. A Load Switching Group based Feeder-level Microgrid Energy Management Algorithm for Service Restoration in Power Distribution System. Accepted by IEEE PES GM 2021. [arXiv]

2. Qiangang, Jia, Zhaoyu Hu, Yiyan Li, Zheng Yan, and Sijie Chen. A Reinforcement Learning Method For Power Suppliers' Strategic Bidding with Insufficient Information. Accepted by IEEE PES GM 2021. [arXiv]

3. Zhang, Shuying, Chenyang Huang, Yiyan Li, Zheng Yan, Linlin Wei, and Feng Chi. "Suggestions on Electric Power Industry Reform under Regional Integration of Yangtze River Delta." In 2019 IEEE 3rd International Electrical and Energy Conference (CIEEC), pp. 1007-1011. IEEE, 2019. [IEEE Xplore]