Concepedia

Jun-Nan Liu

JL

3

Publications

89

Citations

3

H-Index

2022

Active since

Affiliations

Northeast Electric Power University(Current)

Jilin University

Jun-Nan Liu is an author at Northeast Electric Power University specializing in energy management, engineering, and energy efficiency.

Top concepts

EngineeringEnergy ManagementEnergy EfficiencySystems EngineeringFuel CellsData ScienceProcess DesignProcess ControlMachine LearningProcess Optimization

Publications per year

2022–2023

3

Publications

3

A data-driven framework for performance prediction and parameter optimization of a proton exchange membrane fuel cell

Hong-Wei Li, Bin-Xin Qiao, Jun-Nan Liu et al. · Energy Conversion and Management · 2022 · 37 citations

Catalytic Membrane, Process Design, Data-driven Optimization +11

An interpretable data-driven method for degradation prediction of proton exchange membrane fuel cells based on temporal fusion transformer and covariates

Hong-Wei Li, Bin-Xin Qiao, Zhicheng Hou et al. · International Journal of Hydrogen Energy · 2023 · 33 citations

Temporal Fusion Transformer, Engineering, Data Science +7

Maximizing power density in proton exchange membrane fuel cells: An integrated optimization framework coupling multi-physics structure models, machine learning, and improved gray wolf optimizer

Hong-Wei Li, Lei Wang, Jun-Nan Liu et al. · Fuel · 2023 · 19 citations

Electrical Engineering, Engineering, Machine Learning +10

Rows per page

1–3 of 3