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Conference Open access Aug 2026

Investigation of the pipe diameter modulation effect and pressure drop prediction for R245fa gas-phase flow based on the Kriging surrogate mode

In Organic Rankine Cycle (ORC) systems, the frictional pressure drop along transportation pipelines serves as a critical factor contributing to systemic irreversibility (exergy loss). This study focuses on R245fa as the working fluid and conducts a parametric investigation into its low-pressure gas-phase flow character...

Zi-Jing He, Hui Jiang, Yong-Sen Huang et al. · 0 citations
Conference Open access Aug 2026

Multi-step surface temperature prediction of lithium-ion batteries based on a CNN-LSTM hybrid architecture

Accurate surface temperature prediction of lithium-ion batteries serves as the core prerequisite for feed-forward control in battery thermal management systems. Given that a single prediction model fails to simultaneously capture local temperature fluctuations and long-term thermal accumulation trends within temperatur...

Gan-Hong Xie, Yan-Zuo Chang, Jie Yang et al. · 0 citations

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