Search Results - "RECURRENT neural networks"

1

Academic Journal

Remaining useful life prediction of PEMFC based on CNN-Birnn model.

Authors: Luo, Jiale¹ (AUTHOR), Chen, Tao¹ (AUTHOR) chent29@whut.edu.cn, Xiao, Fei¹ (AUTHOR), Peng, Yulin¹ (AUTHOR)

Source: International Journal of Green Energy. 2023, Vol. 20 Issue 15, p1729-1740. 12p.

Subject Terms: Remaining useful life, Proton exchange membrane fuel cells, Recurrent neural networks, Standard deviations

2

Academic Journal

AQI prediction using layer recurrent neural network model: a new approach.

Authors: Ahmad, Shadab¹ (AUTHOR), Ahmad, Tarique² (AUTHOR) trahmad@jazanu.edu.sa

Source: Environmental Monitoring & Assessment. Oct2023, Vol. 195 Issue 10, p1-19. 19p.

Subject Terms: *Air quality indexes, *Air pollutants, *Air quality, *Air pollution control, Recurrent neural networks, Artificial neural networks, Standard deviations

Geographic Terms: Delhi (India)

3

Academic Journal

Leakage source localisation employing 3D-CFD simulations and gated recurrent units.

Authors: Sousa, Felipe M.M.¹ (AUTHOR), Selvaggio, André Z.¹ (AUTHOR), Silva, Flávio V.¹ (AUTHOR), Vianna, Sávio S.V.¹ (AUTHOR) svianna@unicamp.br

Source: Process Safety & Environmental Protection: Transactions of the Institution of Chemical Engineers Part B. Oct2023, Vol. 178, p540-546. 7p.

Subject Terms: *Chemical processes, Occupational hazards, Gas leakage, Recurrent neural networks, Wind speed, Hearing protection

4

Academic Journal

P2O: AI-Driven Framework for Managing and Securing Wastewater Treatment Plants.

Authors: Kulkarni, Ajay¹ (AUTHOR), Yardimci, Mehmet² (AUTHOR), Kabir Sikder, Md Nazmul³ (AUTHOR), Batarseh, Feras A.⁴ (AUTHOR) batarseh@vt.edu

Source: Journal of Environmental Engineering. Sep2023, Vol. 149 Issue 9, p1-18. 18p.

Subject Terms: *Sewage disposal plants, *Infrastructure (Economics), *Water levels, Artificial neural networks, Recurrent neural networks, Water tunnels, Stream-gauging stations

5

Academic Journal

Energy Management Strategy Based on Deep Reinforcement Learning and Speed Prediction for Power‐Split Hybrid Electric Vehicle with Multidimensional Continuous Control.

Authors: Liu, Xing¹ (AUTHOR), Wang, Ying¹ (AUTHOR) yingw@mail.xjtu.edu.cn, Zhang, Kaibo¹ (AUTHOR), Li, Wenhe¹ (AUTHOR)

Source: Energy Technology. Aug2023, Vol. 11 Issue 8, p1-16. 16p.

Subject Terms: *Hybrid electric vehicles, *Energy management, Reinforcement learning, Recurrent neural networks, Speed, Mixed economy

6

Academic Journal

Learning to evolve structural ensembles of unfolded and disordered proteins using experimental solution data.

Authors: Zhang, Oufan, Haghighatlari, Mojtaba, Li, Jie, Liu, Zi Hao, Namini, Ashley, Teixeira, João M. C., Forman-Kay, Julie D., Head-Gordon, Teresa

Source: Journal of Chemical Physics; May2023, Vol. 158 Issue 17, p1-17, 17p

Subject Terms: PROBABILISTIC generative models, SUPERVISED learning, OVERHAUSER effect (Nuclear physics), RECURRENT neural networks, REWARD (Psychology), NUCLEAR magnetic resonance, PARAMAGNETIC resonance

7

Academic Journal

Application of deep learning approaches to predict monthly stream flows.

Authors: Dalkilic, H. Yildirim¹ (AUTHOR) hydalkilic@erzincan.edu.tr, Kumar, Deepak² (AUTHOR), Samui, Pijush³ (AUTHOR), Dixon, Barnali⁴ (AUTHOR), Yesilyurt, S. Nur¹ (AUTHOR), Katipoğlu, O. Mert¹ (AUTHOR)

Source: Environmental Monitoring & Assessment. Jun2023, Vol. 195 Issue 6, p1-14. 14p.

Subject Terms: *Water power, *Drought management, *Streamflow, Deep learning, Recurrent neural networks, Standard deviations, Isothermal efficiency, Flood risk

8

Academic Journal

State‐of‐Charge Prediction of Lithium‐Ion Batteries Based on Sparse Autoencoder and Gated Recurrent Unit Neural Network.

Authors: Zhang, Huahua¹ (AUTHOR), Bai, Yun¹ (AUTHOR) yunbai@ctbu.edu.cn, Yang, Shuai² (AUTHOR), Li, Chuan^1,2 (AUTHOR)

Source: Energy Technology. Jun2023, Vol. 11 Issue 6, p1-10. 10p.

Subject Terms: *Electric batteries, *Electric vehicle batteries, Lithium-ion batteries, Recurrent neural networks, Standard deviations

9

Academic Journal

Surface water electrical conductivity and bicarbonate ion determination using a smart hybridization of optimal Boruta package with Elman recurrent neural network.

Authors: Jamei, Mehdi¹ (AUTHOR) M.Jamei@shhut.ac.ir, Ali, Mumtaz^2,3,4 (AUTHOR), Karimi, Bakhtiar^1,5 (AUTHOR) bakhtiar.karimi@uok.ac.ir, Karbasi, Masoud⁶ (AUTHOR), Farooque, Aitazaz A.^3,4 (AUTHOR), Yaseen, Zaher Mundher^7,8 (AUTHOR)

Source: Process Safety & Environmental Protection: Transactions of the Institution of Chemical Engineers Part B. Jun2023, Vol. 174, p115-134. 20p.

Subject Terms: Recurrent neural networks, Electric conductivity, Bicarbonate ions, Electrical conductivity measurement, Machine learning, Statistical correlation, Standard deviations

Geographic Terms: Iran

10

Academic Journal

A trend-based method for the prediction of offshore wind power ramp.

Authors: He, Yaoyao^1,2 (AUTHOR) hy-342501y@163.com, Zhu, Chuang^1,2 (AUTHOR) zhuchuanga@163.com, An, Xueli³ (AUTHOR) anxl@iwhr.com

Source: Renewable Energy: An International Journal. Jun2023, Vol. 209, p248-261. 14p.

Subject Terms: *Wind power, Recurrent neural networks, Artificial neural networks

11

Academic Journal

Probabilistic spatiotemporal forecasting of wind speed based on multi-network deep ensembles method.

Authors: Liu, Guanjun^1,2 (AUTHOR), Wang, Yun³ (AUTHOR), Qin, Hui^1,2 (AUTHOR) hqin@hust.edu.cn, Shen, Keyan^1,2 (AUTHOR), Liu, Shuai^1,2 (AUTHOR), Shen, Qin^1,2 (AUTHOR), Qu, Yuhua^1,2 (AUTHOR), Zhou, Jianzhong^1,2 (AUTHOR)