A real‐time energy management control strategy of hybrid energy system for a pure electric loader
Yuchuan Ma,
Min Ye,
Xinxin Xu
et al.
Abstract:SummaryTo enhance the efficiency and prolong the battery life of hybrid energy systems equipped with battery and supercapacitor for a pure electric loader, this paper proposes a real‐time energy management strategy based on model predictive control (MPC). First, the working characteristics of the loader and the topology structure of the hybrid energy are analyzed. Second, considering the repetitive operation model of electric loaders, a neural network algorithm based on long short‐term memory is used to predic… Show more
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