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Xue Liu

Tsinghua University

Beijing, 100084

China

SCHOLARLY PAPERS

3

DOWNLOADS

231

TOTAL CITATIONS

15

Scholarly Papers (3)

1.

Investigating the Performance of Machine Learning Models Combined with Different Feature Selection Methods to Estimate the Energy Consumption of Buildings

Number of pages: 30 Posted: 26 Jun 2022
Xue Liu, Hao Tang, Yong Ding and Da Yan
Tsinghua University, Tsinghua University, Chongqing University and Tsinghua University
Downloads 108 (659,652)
Citation 12

Abstract:

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Building energy consumption, Building energy performance, Feature selection, Machine learning, Model interpretability

2.

Investigating the Deviation between Prediction Accuracy Metrics and Control Performance Metrics in the Context of an Ice-Based Thermal Energy Storage System

Number of pages: 28 Posted: 09 Nov 2023
affiliation not provided to SSRN, Tsinghua University, State Grid Corporation of China, Tsinghua University, affiliation not provided to SSRN, Hong Kong Polytechnic University, Hong Kong Polytechnic University, affiliation not provided to SSRN and Tsinghua University
Downloads 66 (916,100)
Citation 3

Abstract:

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Cooling load prediction, Data-driven model, Prediction accuracy metric, Control performance, Ice-based thermal energy storage

3.

How Long is Long Enough? Towards an Optimal Year Span for Typical Meteorological Year Selection in a Changing Climate

Number of pages: 35 Posted: 02 Oct 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Tsinghua University, Beijing University of Civil Engineering and Architecture, Southeast University and Tsinghua University
Downloads 57 (1,010,164)

Abstract:

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Climate change, Typical meteorological year, Building energy simulation, Typical meteorological year historical year span