화학공학소재연구정보센터
검색결과 : 48건
No. Article
1 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
3 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
4 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
5 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
6 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
7 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
8 An encoder-decoder LSTM-based EMPC framework applied to a building HVAC system
Ellis MJ, Chinde V
Chemical Engineering Research & Design, 160, 508, 2020
9 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
10 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