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Updated: Jan 16, 2026

Author Spotlight: Simulation and Analysis of the Temperature Rise of Ring Main Unit Equipment
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DNTB:基于变压器和Bi-LSTM的双分支网络模型,用于预测建筑冷却系统中的能源消耗

Andong Chen1, Mingtao Wu2, Cheng Chen3

  • 1Jiangsu Railway Group Rongfa Management Co., Ltd., Nanjing, Jiangsu, China.

PloS one
|October 3, 2025
PubMed
概括

一个新的双分支网络模型 (DNTB) 通过结合变压器和Bi-LSTM来改善冷却器能耗预测. 该模型有效地捕捉了长期的依赖性,并处理噪音,提高了建筑物的能源效率.

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