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Yancong Zhou

Tianjin University of Commerce

P.O. box 9007

Tianjin 300072

United States

SCHOLARLY PAPERS

3

DOWNLOADS

121

TOTAL CITATIONS

3

Scholarly Papers (3)

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
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 83 (790,029)
Citation 1

Abstract:

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

2.

A Novel Residential Electricity Load Prediction Algorithm Based on Hybrid Seasonal Decomposition and Deep Learning Models

Number of pages: 14 Posted: 20 Dec 2024
Tianjin University of Commerce, Tianjin University of Commerce, Tianjin University of Commerce, Tianjin University of Commerce and Hebei University of Technology
Downloads 22 (1,448,301)
Citation 2

Abstract:

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electricity consumption prediction, deep learning, convolutional neural network, LSTM, attention mechanism

3.

SMA-CPO-Levy: A Hybrid Metaheuristic Combining CPO Foraging and Lévy Flight for Optimizing Green Cold Chain Logistics with Time Windows

Number of pages: 40 Posted: 21 Mar 2026
Yancong Zhou and Yang Song
Tianjin University of Commerce and Tianjin University of Commerce
Downloads 16 (1,500,778)

Abstract:

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Green Logistics, Cold Chain Logistics, Vehicle Routing Problem with Time Windows (VRPTW), Slime Mould Algorithm, Crested Porcupine Optimizer, Lévy Flight