Shiyun Liu

Shiyun Liu

Profile

Shiyun began studying battery modelling in 2021 during his Master's in Leeds, where he learned to use advanced optical fibres to monitor the temperature of lithium-ion batteries. He now specialises in data mining and predictive analytics for state estimation and management of lithium- and sodium-ion battery packs, leveraging optical fibre sensor technology.

Research interests

  • Battery pack monitoring using optical fiber measurements
  • System identification with statistical models based on battery strain variations
  • Estimation of battery internal and degradation states