Search Results for author: Pingfeng Wang

Found 3 papers, 0 papers with code

Cooling-Guide Diffusion Model for Battery Cell Arrangement

no code implementations14 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.

Denoising Management

Graph Learning based Generative Design for Resilience of Interdependent Network Systems

no code implementations3 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.

Graph Learning

Spectral Graph Clustering for Intentional Islanding Operations in Resilient Hybrid Energy Systems

no code implementations13 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.

Clustering Graph Clustering +1

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