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Jinwu Gao

Jilin University (JLU)

China

SCHOLARLY PAPERS

11

DOWNLOADS

525

TOTAL CITATIONS

8

Scholarly Papers (11)

1.

State of Health Prediction of Lithium-Ion Batteries Under Early Partial Data Based on IWOA-BILSTM with Single Feature

Number of pages: 29 Posted: 26 Jan 2024
Yan Ma, jiaqi Li, Jinwu Gao and Hong Chen
Jilin University (JLU), Jilin University (JLU), Jilin University (JLU) and Tongji University
Downloads 76 (844,901)
Citation 5

Abstract:

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Lithium-ion battery, State of health, Single aging feature, Knee-point, Improved Whale Optimization Algorithm, Bi-directional Long Short-Term Memory

2.

A Novel Method for Remaining Useful Life of Solid-State Lithium-Ion Batteries Based on Improved Cnn and Health Indicators Derivation

Number of pages: 32 Posted: 14 Feb 2024
Yan Ma, Zhenxi Wang, Jinwu Gao and Hong Chen
Jilin University (JLU), affiliation not provided to SSRN, Jilin University (JLU) and Tongji University
Downloads 67 (899,324)

Abstract:

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Solid-state lithium-ion battery, remaining useful life prediction, Health indicators derivation, Knowledge distillation, Improved sparrow search algorithm.

3.

Real-Time Energy Management of Fuel Cell Hybrid Electric Vehicle Based on Variable Horizon Velocity Prediction Considering Power Source Durability

Number of pages: 22 Posted: 01 Jul 2024
Jilin University (JLU), affiliation not provided to SSRN, affiliation not provided to SSRN, Jilin University (JLU), affiliation not provided to SSRN and Jilin University (JLU)
Downloads 53 (1,063,489)

Abstract:

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Energy management strategy, Variable horizon velocity prediction, Power source durability, Fuel cell hybrid electric vehicle, Pontryagin's minimal principle.

4.

A Novel Engine and Battery Coupled Thermal Management Strategy for Connected Hevs Based on Switched Model Predictive Control Under Low Temperature

Number of pages: 19 Posted: 22 Aug 2022
Jilin University (JLU), Jilin University (JLU), Jilin University (JLU), affiliation not provided to SSRN and Jilin University (JLU)
Downloads 53 (1,031,043)
Citation 1

Abstract:

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Keywords: Low temperature environment, Hybrid electric vehicles (HEVs), Engine-battery coupled thermal management system (engine-battery CTMS), Switched nonlinear MPC, Multi-objective optimal control

5.

Two-Level Optimization Strategy for Vehicle Speed and Battery Thermal in Connected and Automated Evs

Number of pages: 31 Posted: 10 Dec 2023
Yan Ma, Qian Ma, Yongqin liu, Jinwu Gao and Hong Chen
Jilin University (JLU), Jilin University (JLU), affiliation not provided to SSRN, Jilin University (JLU) and Tongji University
Downloads 51 (1,063,489)
Citation 2

Abstract:

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Connected and automated vehicle, Energy management, Battery thermal management, Reference trajectory planning, Learning-based MPC

6.

Model-Free Reinforcement Learning-Based Transient Power Control of Vehicle Fuel Cell Systems

Number of pages: 23 Posted: 04 Nov 2023
Yanshan University, Yanshan University, Yanshan University, Yanshan University, affiliation not provided to SSRN, Jilin University (JLU), Yanshan University and Yanshan University
Downloads 51 (1,063,489)

Abstract:

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Vehicle fuel cell system, Air supply system, Reinforcement learning, Optimal transient control, Neural network

7.

Optimal Economic Integrated Thermal Management of Battery and Cabin for Connected and Automated Electric Vehicles Considering Battery Degradation

Number of pages: 27 Posted: 10 Nov 2024
Qian Ma, Yan Ma, Jinwu Gao and Hong Chen
Jilin University (JLU), Jilin University (JLU), Jilin University (JLU) and Tongji University
Downloads 46 (1,157,785)

Abstract:

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Integrated thermal management system, Economic nonlinear model predictive control, Battery degradation, Multi-prediction horizon, Economy analysis, Connected and automated electric vehicle

8.

A Jaya-Driven Quasi-Predictive Optimization Strategy with Adaptive Window Scheduling for Ev Thermal Management

Number of pages: 21 Posted: 30 May 2025
Jiayi Li, Yan Ma, Jinwu Gao and Yunfeng Hu
affiliation not provided to SSRN, Jilin University (JLU), Jilin University (JLU) and Jilin University (JLU)
Downloads 37 (1,263,436)

Abstract:

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Quasi-predictive optimization, entropy-guided scheduling, adaptive window control, thermal management system (TMS), electric vehicle (EV)

9.

Parallel Structure-Based Decentralized Model Predictive Control of Vehicle Pemfc Anode Circulation System

Number of pages: 36 Posted: 27 Dec 2024
Chongqing University, Chongqing University, Chongqing University, Jilin University (JLU), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 33 (1,290,922)

Abstract:

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PEMFCV, Hydrogen excess ratio (HER), Balance of the pressure difference, model predictive control (MPC), Ejector

10.

Adaptive Energy Optimization Based on Fuel Cell Degradation Prediction for Fuel Cell Hybrid Electric Vehicles

Number of pages: 16 Posted: 21 May 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Jilin University (JLU), affiliation not provided to SSRN and Jilin University (JLU)
Downloads 29 (1,345,526)

Abstract:

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Fuel cell hybrid electric vehicles, Energy management strategy, Degradation prediction, Long Short-Term Memory neural networks, Model predictive control

11.

Prognostication of Lithium-Ion Battery Capacity Fade Based on Data Space Compression Visualization and Sma-Isvr

Number of pages: 18 Posted: 28 Jun 2024
Yan Ma, jiaqi Li, Jinwu Gao and Hong Chen
Jilin University (JLU), Jilin University (JLU), Jilin University (JLU) and Tongji University
Downloads 29 (1,332,057)

Abstract:

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Lithium-ion BatteryCapacity FadeData Space CompressionSlime Mould AlgorithmImproved SupportVector Regression