中国机械工程学会生产工程分会知识服务平台

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刊名Energy and AI
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2020 2021 2022 2023 2024 2025

vol.01 vol.02 vol.03 vol.04

题名刊名作者出版年年卷期
Experimental and numerical study of water sprayed turbulent combustion: Proposal of a neural network modeling for five-dimensional flamelet approach能源与人工智能(英文)Takafumi Honzawa;Reo Kai;Kotaro Hori;Makoto Seino;Takayuki Nishiie;Ryoichi Kurose20213
Machine learning-based assessment of the impact of the manufacturing process on battery electrode heterogeneity能源与人工智能(英文)Marc Duquesnoy;Iker Boyano;Larraitz Ganborena;Pablo Cereijo;Elixabete Ayerbe;Alejandro A.Franco20213
Combining machine learning with 3D-CFD modeling for optimizing a DISI engine performance during cold-start能源与人工智能(英文)Arun C.Ravindran;Sage L.Kokjohn20213
Generalization performance of a deep learning based engine-out emissions model能源与人工智能(英文)Alok Warey;Jian Gao;Ronald O.Grover Jr.20213
Data-driven approaches for cyber defense of battery energy storage systems能源与人工智能(英文)Nina Kharlamova;Seyedmostafa Hashemi;Chresten Træholt20213
Physical-based training data collection approach for data-driven lithium-ion battery state-of-charge prediction能源与人工智能(英文)Jie Li;Will Ziehm;Jonathan Kimball;Robert Landers;Jonghyun Park20213
A novel combined multi-battery dataset based approach for enhanced prediction accuracy of data driven prognostic models in capacity estimation of lithium ion batteries能源与人工智能(英文)Vijay Mohan Nagulapati;Hyunjun Lee;DaWoon Jung;SalaiSargunan S Paramanantham;Boris Brigljevic;Yunseok Choi;Hankwon Lim20213
Lithium-ion battery data and where to find it能源与人工智能(英文)Gonçalo dos Reis;Calum Strange;Mohit Yadav;Shawn Li20213
A data-driven approach using machine learning for early detection of the lean blowout能源与人工智能(英文)Veeraraghava Raju Hasti;Abhishek Navarkar;Jay P.Gore20213
Gym-ANM: Reinforcement learning environments for active network management tasks in electricity distribution systems能源与人工智能(英文)Robin Henry;Damien Ernst20213
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