Physics-data dual-driven temperature prediction for district heating systems

Nan Wang

doi:10.1016/j.applthermaleng.2025.129222

Physics-data dual-driven temperature prediction for district heating systems

2025-11-22

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DOI：10.1016/j.applthermaleng.2025.129222

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• A physics-data dual-driven for district heating system temperature prediction. • A thermally-aware re-attention LSTM dual-layer for ahead temperature prediction. • A bidirectional encoder to enhance long-term temporal dependency capability. • Model verification achieves high accuracy and robustness.

Physics-data dual-driven temperature prediction for district heating systems

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