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Jiancai Song

Tianjin University of Commerce

P.O. box 9007

Tianjin 300072

United States

  • Tianjin University of Commerce

SCHOLARLY PAPERS

3

DOWNLOADS

173

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

A Novel Robust Heating Load Prediction Algorithm Based on Hybrid Residual Network and Temporal Fusion Transformer Model

Number of pages: 34 Posted: 08 May 2024
Jiancai Song, Shuo Zhu, Wen Li, Guixiang Xue, Yancong Zhou and Xiaoyu Gao
Tianjin University of Commerce, Tianjin University of Commerce, Tianjin University of Commerce, affiliation not provided to SSRN, Tianjin University of Commerce and affiliation not provided to SSRN
Downloads 82 (790,029)
Citation 1

Abstract:

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district heating system, Heating load, Prediction model, Residual network, Temporal fusion transformer

2.

A Novel Heat Load Prediction Algorithm Based on Weighted Fuzzy C-Mean Clustering and Feature Attention Enhanced Informer

Number of pages: 20 Posted: 26 Nov 2024
Jiancai Song, Kangning Wang, Guixiang Xue and Xiangdong Wu
Tianjin University of Commerce, Tianjin University of Commerce, Hebei University of Technology and affiliation not provided to SSRN
Downloads 55 (1,020,567)

Abstract:

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heat load forecasting, weighted fuzzy C-mean clustering, feature attention, Informer, district heating system

3.

A Novel Robust Heating Load Prediction Model Based on Residual Network and Temporal Fusion Transformer

Number of pages: 21 Posted: 06 Nov 2024
Jiancai Song, Shuo Zhu, Wen Li, Guixiang Xue and Xiaoyu Gao
Tianjin University of Commerce, Tianjin University of Commerce, Tianjin University of Commerce, Hebei University of Technology and affiliation not provided to SSRN
Downloads 36 (1,249,711)

Abstract:

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Heat load, District heating system, Prediction model, Residual network, Temporal fusion transformer