3 papers
stat.AP2025
Machine learning bridging battery field data and laboratory data
Yanbin Zhao, Hao Liu, Zhihua Deng +6
Aiming at the dilemma that most laboratory data-driven diagnostic and prognostic methods cannot be applied to field batteries in passenger cars and energy storage systems, this pap…
stat.AP2025
Machine learning accelerates fuel cell life testing
Yanbin Zhao, Hao Liu, Zhihua Deng +6
Accelerated life testing (ALT) can significantly reduce the economic, time, and labor costs of life testing in the process of equipment, device, and material research and developme…
cond-mat.mtrl-sci2024
Two points are enough
Hao Liu, Yanbin Zhao, Huarong Zheng +7
Prognosis and diagnosis play an important role in accelerating the development of lithium-ion batteries, as well as reliable and long-life operation. In this work, we answer an imp…