Publications

Mucun Sun, Lingyu Ren, Nai-yuanChiang (2020). Data-Driven Probabilistic Anomaly Detection for Electricity Market under Cyber Attacks (Submitted). In IEEE Power & Energy Society General Meeting, Montreal, Canada, August 2-6, 2020.

Mucun Sun, Jie Zhang (2020). Conditional Aggregated Probabilistic Load Forecasting based on Deep Spatio-temporal Analysis (Submitted). In IEEE Power & Energy Society General Meeting, Montreal, Canada, August 2-6, 2020.

Cong Feng, Mucun Sun, Jie Zhang, Kate Doubleday, Bri-Mathias Hodge, Jian Du (2020). A Data-driven Method for Adaptive Reserve Requirements Estimation via Probabilistic Net Load Forecasting (Submitted). In IEEE Power & Energy Society General Meeting, Montreal, Canada, August 2-6, 2020.

Mucun Sun, Cong Feng, Jie Zhang (2019). Multi-Distribution Ensemble Probabilistic Wind Power Forecasting. Renewable Energy, (In Press).

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Cong Feng, Mucun Sun, Morteza Dabbaghjamanesh, Jie Zhang (2019). Advanced Machine Learning Applications to the Modern Power Systems. Elsevier (In Press).

Mucun Sun, Cong Feng, Jie Zhang (2019). Factoring Behind-the-Meter Solar into Load Forecasting: Case Studies under Extreme Weather. In IEEE Innovative Smart Grid Technologies (ISGT 2020), Washington, DC, February 17-20, 2020.

Mucun Sun, Cong Feng, Jie Zhang (2019). Conditional Aggregated Probabilistic Wind Power Forecasting Based on Spatio-Temporal Correlation. Applied Energy, Vol. 256, 2019, pp. 113842.

Cong Feng, Mucun Sun, Jie Zhang (2019). Reinforced Deterministic and Probabilistic Load Forecasting via Q-Learning Dynamic Model Selection. IEEE Transactions on Smart Grid, 2019, In press.

Mucun Sun, Cong Feng, Jie Zhang (2019). Aggregated Probabilistic Wind Power Forecasting Based on Spatio-Temporal Correlation. In IEEE Power & Energy Society General Meeting, Atlanta, GA, August 4-8, 2019.

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Mucun Sun, Cong Feng, Erol Kevin Chartan, Bri-Mathias Hodge, Jie Zhang (2019). A Two-Step Short-Term Probabilistic Wind Forecasting Methodology Based on Predictive Distribution Optimization. Applied Energy, Vol. 238, 2019, pp. 1497-1505.

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Cong Feng, Mucun Sun, Mingjian Cui, Erol Kevin Chartan, Bri-Mathias Hodge, Jie Zhang (2018). Characterizing Forecastability of Wind Sites in the United States. Renewable Energy, 2019, Vol 133, 2019, pp. 1352-1365.

Mucun Sun, Cong Feng, Jie Zhang, Erol Kevin Chartan, Bri-Mathias Hodge (2018). Probabilistic Short-term Wind Forecasting Based on Pinball Loss Optimization. In IEEE Probabilistic Methods Applied to Power Systems Conference (PMAPS 2018), Boise, Idaho, June 24-28, 2018.

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Kaige Zhu, Souma Chowdhury, Mucun Sun, Jie Zhang (2018). Grid Optimization of Shared Energy Storage Among Wind Farms Based on Wind Forecasting. In IEEE PES Transmission & Distribution Conference and Exposition(T&D 2018), Denver, CO, April 16-19, 2018.

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Mucun Sun, Chih-Lun Chang, Jie Zhang, Ali Mehmani, Patricia J Culligan (2018). Break-even Analysis of Battery Energy Storage in Building Considering Time-of-Use Rates (Best Paper Award). In IEEE Annual Green Technologies Conference(GreenTech 2018), Austin, TX, April 4-6, 2018(Best Paper Award).

Qingjun Huang, Mucun Sun, Xudong Zou, Tong Li, Wei Xiong, Jianqing Chen (2013). A Reverse Current Tracking Based LVRT Strategy for Doubly Fed Induction Generator (DFIG). In The 39th Annual Conference of the IEEE Industrial Electronics Society, Vienna, Austria, November 10-13, 2013.

Qingjun Huang, Mucun Sun, Xudong Zou, Liangchun Liu, Wei Xiong (2013). Design of the Motor Simulating System Based Power Electrical Load. Automation of Electric Power System, 38.3 (2013): 71-77.