20 Apr. 2026, “Electricity Load Forecasting Under Extreme Heat and Cold Waves”, Tsinghua University, Department of Electrical and Electronic Engineering, Beijing, China.
5 Dec. 2025, “Interactive Forecasting and Decision Making in Power Systems”, Shanghai Jiaotong University, Department of Electrical and Electronic Engineering, Shanghai, China.
2 Sep. 2025, “Interactive Forecasting and Decision Making in Power Systems”, China Southern Power Grid, Guangzhou, China.
8 Aug. 2025, “Dynamic Virtual Power Plants (DVPP) Management for Frequency Regulation Service Provision”, Department of Electrical Engineering, Northeast Electric Power University, Jilin, China.
24 Jul. 2025, “Surging Energy Demand and Flexibilities from Data Centers”, Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, U.S.A.
21 Jul. 2025, “Lightweight Learning for the Coordination of Behind-the-Meter Energy Resources”, Department of Electrical and Electronic Engineering, New York University, New York, U.S.A.
20 July 2025, “On-Device Intelligence for Smart Meters”, Department of Electrical and Electronic Engineering, Columbia University, New York, U.S.A.
10 Jul. 2025, “Medium-Term and Long-Term Electricity Load Forecasting”, China Energy Investment Corporation, Beijing, China.
2 July 2025, “Probabilistic Energy Forecasting: Methodologies, Implementation, and Applications”, State Grid Corporation of China, Beijing, China.
2 Apr. 2025, “Recent Advances in Load Forecasting”, Oncor Electric Delivery, Texas, U.S.A., online.
15 Nov. 2024, “Introducing Edge Intelligence into Smart Meters”, Department of Electrical and Electronic Engineering, Sichuan University, Chengdu, China.
27 July 2024, “Introducing Edge Intelligence to Smart Meters”, Department of Electrical and Computer Engineering, University of Washington, Seattle, U.S.A.
17 Jun. 2024, “Edge Intelligence for Smart Meter Analytics”, Department of Electrical and Electronic Engineering, Zhejiang University, Hangzhou, China.
8 Jun. 2024, “Learning to Optimize for Urban Energy Systems”, Department of Electrical and Electronic Engineering, TU Delft, Delft, Netherlands.
29 May. 2024, “Introducing Edge Intelligence into Smart Meters via Split Federated Learning”, Department of Electrical and Electronic Engineering, Imperial College London, London, UK.
28 May. 2024, “Closed-loop Learning for Urban Energy Systems”, Department of Engineering Science, University of Oxford, Oxford, UK.
15 May. 2024, “Smart Meter Data Sharing in Energy Systems”, INESC TEC, online.
17 Dec. 2023, “Making Smart Meters Really Smart: A Federated Split Learning Approach for On-device Individual Load Forecasting”, The 7th IEEE Conference on Energy Internet and Energy System Integration (EI^2), Hangzhou, China.
30 Nov. 2023, “Data Valuation in Multi-Energy Systems Based on End-to-End Optimisation”, 2023 IEEE Sustainable Power and Energy Conference (iSPEC), Chongqing, China.
30 Nov. 2023, “Key Technologies for Power and Energy Big Data Sharing”, 2023 IEEE Sustainable Power and Energy Conference (iSPEC), Chongqing, China.
30 Nov. 2023, “Thermodynamic Data-Driven Aggregation for Building Virtual Power Plants”, 2023 IEEE Sustainable Power and Energy Conference (iSPEC), Chongqing, China.
17 Dec. 2021, “Smart Meter Data Sharing in Energy Systems”, CLP Power Hong Kong, Hong Kong.
9 Dec. 2021, “Device Access Control of Wireless Networks for Demand Response in Smart Grids”, 2021 IEEE PowerCon, online.
29 June 2021, “Probabilistic Aggregated Load Forecasting with Fine-grained Smart Meter Data”, 2021 IEEE PowerTech, online.
9 June 2021, “Federated Learning and Its Applications in Smart Grid”, Department of Electrical and Electronic Engineering, Imperial College London, online.
18 May 2021, “Data Analytics for Digitalized Power and Energy Systems”, Department of Electrical and Electronic Engineering, University of Hong Kong, online.
16 May 2021, “Big data analytics for smart power distribution and consumption under digital transformation”, The 16th China Electrotechnical Society Youth Cloud Salon, online.
21 Feb. 2021, “Smart Meter Data-Driven Load Forecasting and Price Design in the Retail Market”, Graduate Seminar, Program in Electrical and Computer Engineering (ECE) , King Abdullah University of Science and Technology (KAUST), online.
3 Feb. 2021, “Data Analytics for Digitalized Power and Energy Systems”, Department of Mechanical and Automation Engineering, Chinese University of Hong Kong, online.
13 Dec. 2020, “Research and Prospects on Probabilistic Load Forecasting (In Chinese)”, Advanced Seminar on Power System Load Forecasting Technology, China Agricultural University, Beijing China.
25 Nov. 2020, “Aggregated load forecasting with fine-grained smart meter data: An ensemble learning approach”, 2020 IEEE Sustainable Power and Energy Conference (iSPEC), Chengdu, China.
2 Jul. 2020, “Modeling Load Forecast Uncertainty Using Generative Adversarial Networks”, 2020 Power Systems Computation Conference (PSCC), online.
21 April 2020, “Data Analytics for Smart Power and Energy Systems”, Department of Electrical Engineering, University of Sydney, online.
28 Jan. 2020, “Data Analytics for Smart Power and Energy Systems”, Department of Electrical and Electronic Engineering, University of Melbourne, online.
20 Nov. 2019, “Data Analytics, Forecasting, and Optimization of Smart Power and Energy Systems”, Department of Industrial Engineering and Management, Peking University, Beijing, China.
8 Aug. 2019, “Combining Probabilistic Load Forecasts”, 2019 IEEE Power & Energy Society General Meeting, Atlanta, US.
6 Aug. 2019, “Personalized Price Design in Retail Market using Smart Meter Data”, 2019 IEEE Power & Energy Society General Meeting, Atlanta, US.
17 Jan. 2019, “Big Data Analytics for Distribution Systems and Electrical Consumers (In Chinese)”, Department of Electrical Engineering, Sichuan University, Chengdu, China.
16 Jan. 2019, “Big Data Analytics for Distribution Systems and Electrical Consumers”, Department of Electrical Engineering, Chongqing University, Chongqing, China.
22 Oct. 2018, “Smart Meter Data Analytics for Consumer Behavior Modeling”, The 2nd IEEE Conference on Energy Internet and Energy System Integration (EI^2), Beijing, China.
6 Sept. 2018, “Matrix Modeling of Multiple Energy Systems and Smart Meter Data Analytics”, Power Systems Laboratory, ETH, Zurich, Switherland.
21 June 2018, “Energy Internet: A Tri-level Perspective (In Chinese)”, Smart Grid Operation & Control Center, Huazhong University of Science and Technology, Wuhan, China.
18 May 2018, “Probabilistic Short-term Load Forecasting”, THU-NTNU Joint Seminar, Tsinghua University, Beijing, China.
12 May 2018, “Big Data Analytics in the Demand Side of Power System”, Tsinghua-IET Electrical Engineering Academic Forum (2018), Tsinghua University Sanbao Academic Base, Beijing, China.
10 Apr. 2018, “Probabilistic Short-Term Load Forecasting”, Renewable Energy Analysis (REAL) Lab, University of Washington, Seattle, US.
6 Aug. 2016, “Residential Smart Meter Data Compression and Pattern Extraction via Non-negative K-SVD”, 2016 IEEE Power & Energy Society General Meeting, Boston, US.
14 May 2016, “Sparse and Redundant Representation-Based Smart Meter Data Compression and Pattern Extraction”, Tsinghua-IET Electrical Engineering Academic Forum (2017), Tsinghua University Sanbao Academic Base, Beijing, China.
15 May 2016, “Data-Driven Insights into Smart Meter Data: A Door to the Energy Internet”, 2016 Next Generation of Young Researchers in Power Systems, University of Manchster, Manchster, UK
|