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Zijun Zhang
Zijun Zhang
Professor, School of Data Science, City University of Hong Kong
Verified email at cityu.edu.hk
Title
Cited by
Cited by
Year
Wind Turbine Gearbox Failure Identification with Deep Neural Networks
L Wang, Z Zhang, H Long, J Xu, R Liu
IEEE Transactions on Industrial Informatics 13 (3), 1360-1368, 2017
3222017
A data-driven approach for steam load prediction in buildings
A Kusiak, M Li, Z Zhang
Applied Energy 87 (3), 925-933, 2010
2572010
Automatic Detection of Wind Turbine Blade Surface Cracks Based on UAV-taken Images
L Wang, Z Zhang
IEEE Transactions on Industrial Electronics 64 (9), 7293 - 7303, 2017
2422017
Short-term Wind Speed Forecasting via Stacked Extreme Learning Machine With Generalized Correntropy
X Luo, J Sun, L Wang, W Wang, W Zhao, J Wu, JH Wang, Z Zhang
IEEE Transactions on Industrial Informatics 14 (11), 4963-4971, 2018
2272018
Prediction, operations, and condition monitoring in wind energy
A Kusiak, Z Zhang, A Verma
Energy 60, 1-12, 2013
2232013
A Prediction Model Guided Jaya Algorithm for the PV System Maximum Power Point Tracking
C Huang, L Wang, RS Yeung, Z Zhang, HSH Chung, A Bensoussan
IEEE Transactions on Sustainable Energy 9 (1), 45-55, 2018
2202018
Short-Term Electricity Price Forecasting with Stacked Denoising Autoencoders
L Wang, Z Zhang, J Chen
IEEE Transactions on Power Systems 32 (4), 2673-2681, 2017
2032017
Fault Analysis and Condition Monitoring of the Wind Turbine Gearbox
Z Zhang, A Verma, A Kusiak
IEEE Transactions on Energy Conversion 27 (2), 526-535, 2012
1862012
Short-horizon prediction of wind power: A data-driven approach
A Kusiak, Z Zhang
IEEE Transactions on Energy Conversion 25 (4), 1112-1122, 2010
1712010
Analysis of daily solar power prediction with data-driven approaches
H Long, Z Zhang, Y Su
Applied Energy 126, 29-37, 2014
1652014
Wind Turbine Blade Breakage Monitoring with Deep Autoencoders
L Wang, Z Zhang, J Xu, R Liu
IEEE Transactions on Smart Grid 9 (4), 2824-2833, 2018
1492018
Short-term Wind Speed Forecasting with Markov-switching Model
Z Song, Y Jiang, Z Zhang
Applied Energy 130, 103-112, 2014
1262014
Early prediction of battery lifetime via a machine learning based framework
Z Fei, F Yang, KL Tsui, L Li, Z Zhang
Energy 225, 120205, 2021
1252021
Differential evolution with a new encoding mechanism for optimizing wind farm layout
Y Wang, H Liu, H Long, Z Zhang, S Yang
IEEE Transactions on Industrial Informatics 14 (3), 1040 - 1054, 2018
1212018
Predictive modeling and optimization of a multi-zone HVAC system with data mining and firefly algorithms
Y Zeng, Z Zhang, A Kusiak
Energy 85, 393-402, 2015
1142015
Minimization of energy consumption in HVAC systems with data-driven models and an interior-point method
A Kusiak, G Xu, Z Zhang
Energy Conversion and Management 85, 146-153, 2014
1062014
Hybrid Ensemble Deep Learning for Deterministic and Probabilistic Low-voltage Load Forecasting
Z Cao, C Wan, Z Zhang, F Li, Y Song
IEEE Transactions on Power Systems 35 (3), 1881-1897, 2020
992020
Modeling and optimization of a wastewater pumping system with data-mining methods
Z Zhang, A Kusiak, Y Zeng, X Wei
Applied Energy 164, 303-311, 2016
942016
Minimizing pump energy in a wastewater processing plant
Z Zhang, Y Zeng, A Kusiak
Energy 47 (1), 505-514, 2012
942012
Data-Driven Wind Turbine Power Generation Performance Monitoring
H Long, L Wang, Z Zhang, Z Song, J Xu
IEEE Transactions on Industrial Electronics 62 (10), 6627-6635, 2015
892015
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