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Xiaohong Jiao

Yanshan University

School of Information Science and Engineering

Qinhuangdao

China

SCHOLARLY PAPERS

7

DOWNLOADS

315

TOTAL CITATIONS

0

Scholarly Papers (7)

1.

A Hybrid Fuzzy Dynamic Grammar Graph Attention Network for Traffic Flow Prediction

Number of pages: 15 Posted: 17 Feb 2022
Xiaohong Jiao
Yanshan University
Downloads 63 (933,592)

Abstract:

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traffic flow prediction, grammar structure, spatio-temporal dependence, fuzzy inference structure, fusion prediction structure, attention mode

2.

Pre-Optimization-Assisted Deep Reinforcement Learning-Based Energy Management Strategy for a Series-Parallel Hybrid Electric Truck

Number of pages: 30 Posted: 27 Mar 2023
Yanshan University, Yanshan University, affiliation not provided to SSRN, Yanshan University, Yanshan University, Yanshan University and Jilin University (JLU) - State Key Laboratory of Automotive Simulation and Control
Downloads 61 (989,921)

Abstract:

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Energy management strategy, Hybrid electric truck, P2-P3 series-parallel HEV, Deep reinforcement learning, Pre-optimization, Traffic information

3.

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

4.

Safe Off-Policy Reinforcement Learning on Eco-Driving for a P2-P3 Hybrid Electric Truck

Number of pages: 35 Posted: 24 Aug 2024
Yanshan University, Yanshan University, Yanshan University, Yanshan University and Yanshan University
Downloads 40 (1,196,171)

Abstract:

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SOPEDS, Hybrid electric truck, Safe mechanism, Shape the reward function

5.

Hierarchical Eco-Driving Control Strategy for Autonomous Fuel Cell Hybrid Vehicles in Connected Traffic Environment

Number of pages: 42 Posted: 03 Apr 2023
Yanshan University, Yanshan University, Yanshan University, Yanshan University, Yanshan University, Yanshan University and Tsinghua University
Downloads 39 (1,209,354)

Abstract:

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Autonomous fuel cell hybrid vehicles, hierarchical eco-driving, energy management strategy, multi-objective optimization, equivalent consumption minimization strategy, connected urban traffic environment

6.

Two-Time Scale Microgrid Scheduling Based on Power Fluctuation Mitigation Priority and Model Predictive Control

Number of pages: 28 Posted: 14 Dec 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, Yanshan University, affiliation not provided to SSRN and Yanshan University
Downloads 38 (1,222,651)

Abstract:

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Microgrid, Renewable energy,Electric vehicles, Hybrid energy storage, Model predictive control

7.

Energy Management Strategy of Hybrid Vehicle Based on Deep Reinforcement Learning ⋆

Number of pages: 30 Posted: 08 Jul 2025
Yanshan University, affiliation not provided to SSRN, Yanshan University, Yanshan University and Queen Mary University of London
Downloads 23 (1,436,435)

Abstract:

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EMS, Expert knowledge, Dual experience pool, Variable proportional sampling, Adaptability