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Haizhou Fang

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

70

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Tracing the sources of online prediction errors in building energy consumption: a bias-variance and time-frequency domain based approach

Number of pages: 40 Posted: 25 Nov 2025
affiliation not provided to SSRN, Aalto University, affiliation not provided to SSRN, affiliation not provided to SSRN and Shanghai Jiao Tong University (SJTU) - Institute of Refrigeration and Cryogenics
Downloads 39 (1,196,171)

Abstract:

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Energy Consumption, online prediction, error source identification, bias-variance decomposition, time-frequency identification

2.

Real-Time Prediction of Thermal Load and Indoor Temperature for Buildings with a Recursive Identification Method in Noise Conditions

Number of pages: 45 Posted: 16 Jun 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU), affiliation not provided to SSRN and Shanghai Jiao Tong University (SJTU) - Institute of Refrigeration and Cryogenics
Downloads 31 (1,304,549)

Abstract:

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Thermal load prediction, Indoor temperature prediction, RC thermal network model, Noise-robust prediction, Recursive generalized total least squares