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XIAO, Fu Linda
XIAO, Fu Linda
Department of Building Environment and Energy Engineering, The Hong Kong Polytechnic University
Geverifieerd e-mailadres voor polyu.edu.hk - Homepage
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A short-term building cooling load prediction method using deep learning algorithms
C Fan, F Xiao, Y Zhao
Applied energy 195, 222-233, 2017
7062017
Development of prediction models for next-day building energy consumption and peak power demand using data mining techniques
C Fan, F Xiao, S Wang
Applied Energy 127, 1-10, 2014
6472014
Quantitative energy performance assessment methods for existing buildings
S Wang, C Yan, F Xiao
Energy and buildings 55, 873-888, 2012
4582012
Peak load shifting control using different cold thermal energy storage facilities in commercial buildings: A review
Y Sun, S Wang, F Xiao, D Gao
Energy conversion and management 71, 101-114, 2013
4072013
AHU sensor fault diagnosis using principal component analysis method
S Wang, F Xiao
Energy and Buildings 36 (2), 147-160, 2004
3312004
Data mining in building automation system for improving building operational performance
F Xiao, C Fan
Energy and buildings 75, 109-118, 2014
3262014
Analytical investigation of autoencoder-based methods for unsupervised anomaly detection in building energy data
C Fan, F Xiao, Y Zhao, J Wang
Applied energy 211, 1123-1135, 2018
2952018
Pattern recognition-based chillers fault detection method using support vector data description (SVDD)
Y Zhao, S Wang, F Xiao
Applied Energy 112, 1041-1048, 2013
2942013
Research and application of evaporative cooling in China: A review (I)–Research
YM Xuan, F Xiao, XF Niu, X Huang, SW Wang
Renewable and Sustainable Energy Reviews 16 (5), 3535-3546, 2012
2872012
A framework for knowledge discovery in massive building automation data and its application in building diagnostics
C Fan, F Xiao, C Yan
Automation in Construction 50, 81-90, 2015
2622015
An intelligent chiller fault detection and diagnosis methodology using Bayesian belief network
Y Zhao, F Xiao, S Wang
Energy and Buildings 57, 278-288, 2013
2492013
Unsupervised data analytics in mining big building operational data for energy efficiency enhancement: A review
C Fan, F Xiao, Z Li, J Wang
Energy and Buildings 159, 296-308, 2018
2452018
An interactive building power demand management strategy for facilitating smart grid optimization
X Xue, S Wang, Y Sun, F Xiao
Applied Energy 116, 297-310, 2014
2212014
Statistical investigations of transfer learning-based methodology for short-term building energy predictions
C Fan, Y Sun, F Xiao, J Ma, D Lee, J Wang, YC Tseng
Applied Energy 262, 114499, 2020
2122020
Diagnostic Bayesian networks for diagnosing air handling units faults–part I: Faults in dampers, fans, filters and sensors
Y Zhao, J Wen, F Xiao, X Yang, S Wang
Applied Thermal Engineering 111, 1272-1286, 2017
2092017
A system-level fault detection and diagnosis strategy for HVAC systems involving sensor faults
S Wang, Q Zhou, F Xiao
Energy and buildings 42 (4), 477-490, 2010
1992010
Advanced data analytics for enhancing building performances: From data-driven to big data-driven approaches
C Fan, D Yan, F Xiao, A Li, J An, X Kang
Building Simulation 14, 3-24, 2021
1932021
Attention-based interpretable neural network for building cooling load prediction
A Li, F Xiao, C Zhang, C Fan
Applied Energy 299, 117238, 2021
1882021
Interpretable machine learning for building energy management: A state-of-the-art review
Z Chen, F Xiao, F Guo, J Yan
Advances in Applied Energy 9, 100123, 2023
1822023
Temporal knowledge discovery in big BAS data for building energy management
C Fan, F Xiao, H Madsen, D Wang
Energy and Buildings 109, 75-89, 2015
1762015
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