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Guojin Xie

Hunan University

2 Lushan South Rd

Changsha, CA 410082

China

Guangxi University of Science and Technology

SCHOLARLY PAPERS

2

DOWNLOADS

107

TOTAL CITATIONS

0

Scholarly Papers (2)

Model Predictive Control Assisted Energy Management Strategy for Hybrid Mining Dump Trucks Based on Speed and Slope Prediction

Number of pages: 52 Posted: 09 Mar 2024
Hunan University, Hunan University, Hunan University, Hunan University and Hunan University
Downloads 44 (1,170,161)

Abstract:

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Hybrid mining dump truck (HMDT), model predictive control, Artificial neural network model, Dynamic programming, Energy management strategy, Hardware in the loop (HIL)

Model Predictive Control Assisted Energy Management Strategy for Hybrid Mining Dump Trucks Based on Speed and Slope Prediction

Number of pages: 52 Posted: 07 May 2024
Hunan University, Hunan University, Hunan University, Hunan University and Hunan University
Downloads 42 (1,183,247)

Abstract:

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Hybrid mining dump truck (HMDT), model predictive control, Artificial neural network model, Dynamic Programming, Energy management strategy, Hardware in the loop (HIL)

2.

Real-Time Energy Management for Hybrid Mining Dump Trucks using Reinforcement Learning-Based Model Predictive Control

Number of pages: 24 Posted: 31 Jan 2026
Hunan University, Hunan University, Hunan University, Zhuzhou National Engineering Research Center of Converter Technology Co., Ltd, Zhuzhou National Engineering Research Center of Converter Technology Co., Ltd and Zhuzhou National Engineering Research Center of Converter Technology Co., Ltd
Downloads 21 (1,436,435)

Abstract:

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Hybrid mining dump truck, Energy management strategy, Model Predictive Control, GRU-BiLSTM neural network, Reinforcement learning