Real-Time Energy-Efficient Control Strategy for Distributed Drive Electric Tractor Based on Operational Speed Prediction

Real-Time Energy-Efficient Control Strategy for Distributed Drive Electric Tractor Based on Operational Speed Prediction

This study develops a real-time energy-efficient control strategy for distributed-drive electric tractors (DDETs) to minimize electrical energy consumption during traction operations. Taking a four-wheel independently driven DDET as the research object, we conduct dynamic analysis of draft operation...

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Bibliographic Details
Main Authors: Xiaoting Deng, Zheng Wang, Zhixiong Lu, Kai Zhang, Xiaoxu Sun, Xuekai Huang
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Agriculture
Subjects:
distributed drive system
electric tractor
energy efficiency optimization
backpropagation neural network
model predictive control
dynamic programming
Online Access:https://www.mdpi.com/2077-0472/15/13/1398
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