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Data-driven optimization of multi-Source District heating systems based on load forecasting and coordinated control

delete2026-01-27
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PRE
AI
Y
Yaran Wang *
S
Shangzhou Ma
L
Lanxiang Yang
J
Jingyu Wu
Y
Yan Jiang
L
Liwen Wang
S
Shen Wei
DOI:10.1016/j.applthermaleng.2026.129915delete
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摘要

摘要

En 中文
• Delivers 0.989 fit and 2.0% error for short-term heat load prediction. • Cuts gas use by 5.41% and start–stop events by 25% via boiler scheduling. • Lifts average operating efficiency to 94.22% through coordinated dispatch. • Enables forecast-driven coordination of base-load and peak-shaving heat sources.

期刊

Applied Thermal Engineering 封面图
Applied Thermal Engineering
IF:
6.9
论文数:
2.8W
被引数:
10.6W

机构

T
tianjin university
学者数:
8.0W
论文数: 5.8W
被引数: 88
U
university college london
学者数:
8.9K
论文数: 4.8K
被引数: 1
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