no code implementations • 14 Mar 2024 • Nicholas Sung, Liu Zheng, Pingfeng Wang, Faez Ahmed
Our study introduces a Generative AI method that employs a cooling-guided diffusion model to optimize the layout of battery cells, a crucial step for enhancing the cooling performance and efficiency of battery thermal management systems.
no code implementations • 3 Jul 2022 • Jiaxin Wu, Pingfeng Wang
As for enhancing the designs, challenges have arisen for designing a robust system due to the increasing scale of modern systems and the complicated underlying physical constraints.
no code implementations • 13 Mar 2022 • Jiaxin Wu, Xin Chen, Sobhan Badakhshan, Jie Zhang, Pingfeng Wang
Establishing cleaner energy generation therefore improving the sustainability of the power system is a crucial task in this century, and one of the key strategies being pursued is to shift the dependence on fossil fuel to renewable technologies such as wind, solar, and nuclear.