Junkai Liang

Sequence Generative Adversarial Networks for Wind Power Scenario Generation

Junkai Liang, Wenyuan Tang · IEEE Journal on Selected Areas in Communications · 2019 · 103 citations

Agriculture, Computational Engineering, Forecasting +14

Ultra-Short-Term Spatiotemporal Forecasting of Renewable Resources: An Attention Temporal Convolutional Network-Based Approach

Junkai Liang, Wenyuan Tang · IEEE Transactions on Smart Grid · 2022 · 84 citations · Full text

Business, Meteorology, Forecasting +14

Stochastic multistage co-planning of integrated energy systems considering power-to-gas and the cap-and-trade market

Junkai Liang, Wenyuan Tang · International Journal of Electrical Power & Energy Systems · 2020 · 31 citations

Natural Resources, Resource Economics, Energy Economics +15

Scenario Reduction for Stochastic Day-Ahead Scheduling: A Mixed Autoencoder Based Time-Series Clustering Approach

Junkai Liang, Wenyuan Tang · IEEE Transactions on Smart Grid · 2020 · 29 citations

Computing, Data Science, Machine Learning +16

Sustainable community based PV-storage planning using the Nash bargaining solution

Junkai Liang, Ashwin Shirsat, Wenyuan Tang · International Journal of Electrical Power & Energy Systems · 2020 · 20 citations

Agriculture, Sustainability Management, Energy Economics +13