An improved feature-time Transformer encoder-Bi-LSTM for short-term forecasting of user-level integrated energy loads

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Haoyi Zhou, Shanghang Zhang, Jieqi Peng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 6.1K citations · Full text

Computing, Computer Science, Forecasting +14

Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization

Martin Jaggi · 2013 · 898 citations · Full text

Computing, Computer Science, Algorithms +16

Probabilistic individual load forecasting using pinball loss guided LSTM

Yi Wang, Dahua Gan, Mingyang Sun et al. · Applied Energy · 2018 · 442 citations

Computing, Data Science, Forecasting +10

Short-term multi-energy load forecasting for integrated energy systems based on CNN-BiGRU optimized by attention mechanism

Dongxiao Niu, Min Yu, Lijie Sun et al. · Applied Energy · 2022 · 407 citations

Engineering, High-performance Computing, Energy Systems +15

A Transformer-Based Method of Multienergy Load Forecasting in Integrated Energy System

Chen Wang, Ying Wang, Zhetong Ding et al. · IEEE Transactions on Smart Grid · 2022 · 269 citations

Engineering, Mechanical Engineering, Energy Management +15