Combining machine learning with 3D-CFD modeling for optimizing a DISI engine performance during cold-start

by Arun C. Ravindran, Sage L. Kokjohn
Published 2021-09-01

Experimental and numerical study of water sprayed turbulent combustion: Proposal of a neural network modeling for five-dimensional flamelet approach

by Takafumi Honzawa, Reo Kai, Kotaro Hori, Makoto Seino, Takayuki Nishiie, Ryoichi Kurose
Published 2021-09-01

Development of a Soft Actor Critic deep reinforcement learning approach for harnessing energy flexibility in a Large Office building

by Anjukan Kathirgamanathan, Eleni Mangina, Donal P. Finn
Published 2021-09-01

Lithium-ion battery data and where to find it

by Gonçalo dos Reis, Calum Strange, Mohit Yadav, Shawn Li
Published 2021-09-01

A deep neural network based model for the prediction of hybrid electric vehicles carbon dioxide emissions

by Claudio Maino, Daniela Misul, Alessandro Di Mauro, Ezio Spessa
Published 2021-09-01

Transformations of trust in society: A systematic review of how access to big data in energy systems challenges Scandinavian culture

by Jaqueline de Godoy, Kathrin Otrel-Cass, Kristian Høyer Toft
Published 2021-09-01

A Conditional Generative adversarial Network for energy use in multiple buildings using scarce data

by Gaby Baasch, Guillaume Rousseau, Ralph Evins
Published 2021-09-01

Transfer learning of deep neural networks for predicting thermoacoustic instabilities in combustion systems

by Sudeepta Mondal, Ashesh Chattopadhyay, Achintya Mukhopadhyay, Asok Ray
Published 2021-09-01

Artificial neural network based optimization of a six-step two-bed pressure swing adsorption system for hydrogen purification

by Liang Tong, Pierre Bénard, Yi Zong, Richard Chahine, Kun Liu, Jinsheng Xiao
Published 2021-09-01

Deep learning for estimating energy savings of early-stage facade design decisions

by B. Abediniangerabi, A. Makhmalbaf, M. Shahandashti
Published 2021-09-01

Physical-based training data collection approach for data-driven lithium-ion battery state-of-charge prediction

by Jie Li, Will Ziehm, Jonathan Kimball, Robert Landers, Jonghyun Park
Published 2021-09-01

Gym-ANM: Reinforcement learning environments for active network management tasks in electricity distribution systems

by Robin Henry, Damien Ernst
Published 2021-09-01

Implementation for a cloud battery management system based on the CHAIN framework

by Shichun Yang, Zhengjie Zhang, Rui Cao, Mingyue Wang, Hanchao Cheng, Lisheng Zhang, Yinan Jiang, Yonglin Li, Binbin Chen, Heping Ling, Yubo Lian, Billy Wu, Xinhua Liu
Published 2021-09-01

DetEEktor: Mask R-CNN based neural network for energy plant identification on aerial photographs

by Maximilian Schulz, Bilel Boughattas, Frank Wendel
Published 2021-09-01

Increasing power plant efficiency with clustering methods and Variable Importance Index assessment

by Jéssica Duarte, Lara Werncke Vieira, Augusto Delavald Marques, Paulo Smith Schneider, Guilherme Pumi, Taiane Schaedler Prass
Published 2021-09-01

AI-Assisted approach for building energy and carbon footprint modeling

by Chih-Yen Chen, Kok Keong Chai, Ethan Lau
Published 2021-09-01

Prediction of office building electricity demand using artificial neural network by splitting the time horizon for different occupancy rates

by Si Chen, Yaxing Ren, Daniel Friedrich, Zhibin Yu, James Yu
Published 2021-09-01

Generalization performance of a deep learning based engine-out emissions model

by Alok Warey, Jian Gao, Ronald O. Grover, Jr.
Published 2021-09-01

Prediction of future capacity and internal resistance of Li-ion cells from one cycle of input data

by Calum Strange, Gonçalo dos Reis
Published 2021-09-01

Lessons learned from the underrepresentation of women in STEM: AI-enabled solutions and more

by Waad Abuwatfa, Nada Zamel, Amani Al-Othman
Published 2021-09-01