default author photo

Yi Ren

Beihang University (BUAA)

SCHOLARLY PAPERS

8

DOWNLOADS

726

TOTAL CITATIONS

2

Scholarly Papers (8)

A Cnn-Sam-Lstm Hybrid Neural Network for Multi-State Estimation of Lithium-Ion Batteries Under Dynamical Operating Conditions

Number of pages: 32 Posted: 06 Nov 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beihang University (BUAA) and affiliation not provided to SSRN
Downloads 123 (607,238)

Abstract:

Loading...

Lithium-ion battery, State of charge, State of energy, state of health, Multi-state estimate.

A Cnn-Sam-Lstm Hybrid Neural Network for Multi-State Estimation of Lithium-Ion Batteries Under Dynamical Operating Conditions

Number of pages: 22 Posted: 14 Oct 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beihang University (BUAA), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 51 (1,083,731)
Citation 1

Abstract:

Loading...

Lithium-ion battery, State of charge, State of energy, State of health, Multi-state estimate.

2.

Adaptive Evolution Enhanced Physics-Informed Neural Networks for Time-Variant Health Prognosis of Lithium-Ion Batteries

Number of pages: 28 Posted: 05 Oct 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beihang University (BUAA), affiliation not provided to SSRN, affiliation not provided to SSRN and Beihang University (BUAA)
Downloads 152 (488,442)

Abstract:

Loading...

Physics-informed neural networks, Health prognosis, Adaptive evolution, Lithium-ion battery, Long short-term memory, Kullback-Leibler divergence

Optimization of Scheduling and Timetabling for Multiple Electric Bus Lines with Heterogeneous Energy Consumption

Number of pages: 27 Posted: 19 Aug 2022
Beihang University (BUAA), Beihang University (BUAA), City University of Hong Kong (CityU), Beihang University (BUAA), Beihang University (BUAA) and Beihang University (BUAA)
Downloads 73 (863,736)

Abstract:

Loading...

Electric bus, Timetable, Vehicle scheduling, Energy consumption, smart city

Optimization of Scheduling and Timetabling for Multiple Electric Bus Lines with Heterogeneous Energy Consumption

Number of pages: 36 Posted: 30 Aug 2022
Beihang University (BUAA), Beihang University (BUAA), City University of Hong Kong (CityU), Beihang University (BUAA), Beihang University (BUAA) and Beihang University (BUAA)
Downloads 51 (1,072,374)

Abstract:

Loading...

Electric bus, Timetable, Vehicle scheduling, Energy consumption, Smart city

4.

An Adaptive Semi-Supervised Self-Learning Method for Online State Of Health Estimation of Lithium-Ion Batteries

Number of pages: 27 Posted: 28 Sep 2023
affiliation not provided to SSRN, Beihang University (BUAA), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 67 (916,100)
Citation 1

Abstract:

Loading...

Lithium-ion battery, state of health estimation, Online unlabeled data, Semi-supervised learning, Dynamic conditions

5.

A Cnn-Sam-Lstm Hybrid Neural Network for Multi-State Estimation of Lithium-Ion Batteries

Number of pages: 21 Posted: 16 Sep 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beihang University (BUAA) and affiliation not provided to SSRN
Downloads 64 (933,592)

Abstract:

Loading...

Lithium-ion battery, State of charge, State of energy, State of health, Multi-state estimate.

6.

Safe Path Planning for Fixed‐Wing UAVs in Dynamic Urban Wind Fields

Number of pages: 14 Posted: 17 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Beihang University (BUAA), Beihang University (BUAA), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 60 (1,086,013)

Abstract:

Loading...

Fixed-wing UAVs, Safe path planning, Dynamic urban wind fields, Risk prediction, Markov switching

7.

Model and Algorithm of the Traffic Restriction Problem for Urban Transportation Networks

Number of pages: 44 Posted: 03 Apr 2025
affiliation not provided to SSRN, Beihang University (BUAA), Beijing Jiaotong University, Beihang University (BUAA), affiliation not provided to SSRN, affiliation not provided to SSRN, Beihang University (BUAA) and affiliation not provided to SSRN
Downloads 45 (1,121,190)

Abstract:

Loading...

traffic restriction, urban transportation network, optimization

8.

A Stochastic Bayesian Calibration Framework for Digital Twin Based Prediction of Lithium-Ion Battery Ageing

Number of pages: 42 Posted: 03 Sep 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beihang University (BUAA) and affiliation not provided to SSRN
Downloads 40 (1,209,354)

Abstract:

Loading...

lithium-ion battery, Digital twin, physics-based model, online model calibration, uncertainty