Developing a data-driven hydraulic excavator fuel consumption prediction system based on deep learning

Variational Mode Decomposition

Konstantin Dragomiretskiy, Dominique Zosso · IEEE Transactions on Signal Processing · 2014 · 8.1K citations

Spectral Theory, Engineering, Variational Analysis +14

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 · 5.3K citations · Full text

Structured Prediction, Forecasting Methodology, Probabilistic Forecasting +15

Transformer-XL: Attentive Language Models beyond a Fixed-Length Context

Zihang Dai, Zhilin Yang, Yiming Yang et al. · 2019 · 3.1K citations · Full text

A new short-term wind speed forecasting method based on fine-tuned LSTM neural network and optimal input sets

Gholamreza Memarzadeh, Farshid Keynia · Energy Conversion and Management · 2020 · 323 citations

Meteorology, Forecasting Methodology, Engineering +5

Short-term wind speed prediction model based on GA-ANN improved by VMD

Yagang Zhang, Guifang Pan, Bing Chen et al. · Renewable Energy · 2019 · 321 citations

Meteorology, Numerical Weather Prediction, Engineering +9