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Zijun Zhang
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Year
A data-driven approach for steam load prediction in buildings
A Kusiak, M Li, Z Zhang
Applied Energy 87 (3), 925-933, 2010
2382010
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
2312017
Prediction, operations, and condition monitoring in wind energy
A Kusiak, Z Zhang, A Verma
Energy 60, 1-12, 2013
1732013
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
1722018
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
1702018
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
1702012
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
1612017
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
1502017
Short-horizon prediction of wind power: A data-driven approach
A Kusiak, Z Zhang
IEEE Transactions on Energy Conversion 25 (4), 1112-1122, 2010
1502010
Analysis of daily solar power prediction with data-driven approaches
H Long, Z Zhang, Y Su
Applied Energy 126, 29-37, 2014
1282014
Short-term Wind Speed Forecasting with Markov-switching Model
Z Song, Y Jiang, Z Zhang
Applied Energy 130, 103-112, 2014
1072014
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
1052018
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
962015
Analysis of wind turbine vibrations based on SCADA data
A Kusiak, Z Zhang
ASME Journal of Solar Energy Engineering 132 (3), 031008, 2010
802010
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
792018
Minimizing pump energy in a wastewater processing plant
Z Zhang, Y Zeng, A Kusiak
Energy 47 (1), 505-514, 2012
772012
Performance Optimization of HVAC Systems with Computational Intelligence Algorithms
X He, Z Zhang, A Kusiak
Energy and Buildings 81, 371-380, 2014
752014
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
732014
Optimization of wind turbine performance with data-driven models
A Kusiak, Z Zhang, M Li
IEEE Transactions on Sustainable Energy 1 (2), 66-76, 2010
722010
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
702015
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