متابعة
XIAO, Fu Linda
XIAO, Fu Linda
Department of Building Environment and Energy Engineering, The Hong Kong Polytechnic University
بريد إلكتروني تم التحقق منه على polyu.edu.hk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
A short-term building cooling load prediction method using deep learning algorithms‏
C Fan, F Xiao, Y Zhao‏
Applied energy 195, 222-233, 2017‏
7042017
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
6442014
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
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
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
2932018
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
2612015
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
2442018
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
2072017
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
1922021
Attention-based interpretable neural network for building cooling load prediction‏
A Li, F Xiao, C Zhang, C Fan‏
Applied Energy 299, 117238, 2021‏
1872021
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
1802023
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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مقالات 1–20