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Nucleation and growth of cholesteric collagen tactoids: A time-series statistical analysis based on integration of direct numerical simulation (DNS) and long short-term memory recurrent neural network (LSTM-RNN) Khadem SA, Rey AD Journal of Colloid and Interface Science, 582, 859, 2021 |
2 |
머신 러닝과 데이터 전처리를 활용한 증류탑 온도 예측 이예찬, 최영렬, 조형태, 김정환 Korean Chemical Engineering Research, 59(2), 191, 2021 |
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Deep-learning modeling and control optimization framework for intelligent thermal power plants: A practice on superheated steam temperature Wang Q, Pan L, Lee KY, Wu Z Korean Journal of Chemical Engineering, 38(10), 1983, 2021 |
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Renewable electricity generation proposed pathways for the US and China Ameyaw B, Li Y, Ma YK, Agyeman JK, Appiah-Kubi J, Annan A Renewable Energy, 170, 212, 2021 |
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Modeling and predicting the electricity production in hydropower using conjunction of wavelet transform, long short-term memory and random forest models Zolfaghari M, Golabi MR Renewable Energy, 170, 1367, 2021 |
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Short-term forecasting and uncertainty analysis of wind power based on long short-term memory, cloud model and non-parametric kernel density estimation Gu B, Zhang TR, Meng H, Zhang JH Renewable Energy, 164, 687, 2021 |
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Multi-step wind speed prediction by combining a WRF simulation and an error correction strategy Xu WF, Liu P, Cheng L, Zhou Y, Xia Q, Gong Y, Liu YN Renewable Energy, 163, 772, 2021 |
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An encoder-decoder LSTM-based EMPC framework applied to a building HVAC system Ellis MJ, Chinde V Chemical Engineering Research & Design, 160, 508, 2020 |
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Online state of health prediction method for lithium-ion batteries, based on gated recurrent unit neural networks Ungurean L, Micea MV, Carstoiu G International Journal of Energy Research, 44(8), 6767, 2020 |
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An optimized long short-term memory network based fault diagnosis model for chemical processes Han YM, Ding N, Geng ZQ, Wang Z, Chu C Journal of Process Control, 92, 161, 2020 |