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Qian Liu

Southwest Jiaotong University

No. 111, Sec. North 1, Er-Huan Rd.

Chengdu

Chengdu, 610031

China

SCHOLARLY PAPERS

3

DOWNLOADS

68

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

A Multi-Feature Coupling Approach for Battery Capacity Correction Using Electric Vehicle Operational Data

Number of pages: 18 Posted: 30 Jan 2025
Qian Liu, Hongli Gao and Ao Cao
Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 36 (1,249,711)

Abstract:

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Capacity Correction, Knowledge Distillation, Hierarchical Modeling, Multi-feature Coupling, Operational Data

2.

Battery Health Assessment and Life Prediction for Electric Ride-Hailing Vehicles Based on Large-Scale Field Data

Number of pages: 24 Posted: 15 Aug 2025
Qian Liu, Hongli Gao and Ao Cao
Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 16 (1,500,778)

Abstract:

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State of health assessment, Remaining useful life prediction, Bayesian model averaging, Conformal prediction, Adaptive clustering

3.

Attention-Based Two-Level Architecture for Ev Battery Capacity Prediction with Condition Standardization

Number of pages: 25 Posted: 23 Jun 2025
Qian Liu, Hongli Gao and Ao Cao
Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 16 (1,509,872)

Abstract:

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Battery capacity prediction, Attention Mechanism, Condition standardization, Multi-level correction, Two-level architecture