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Zhe Song, Ph.D. - Publications

Affiliations: 
2008 University of Iowa, Iowa City, IA 
Area:
Industrial Engineering, Energy, Artificial Intelligence
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32 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Wang L, Song Z, Zhang Z, Huang C. Editorial: Engineering applications of neurocomputing, volume II. Frontiers in Neurorobotics. 17: 1306042. PMID 37936883 DOI: 10.3389/fnbot.2023.1306042  0.345
2022 Wang L, Song Z, Zhang Z, Huang C. Editorial: Engineering Applications of Neurocomputing. Frontiers in Neurorobotics. 16: 839505. PMID 35153710 DOI: 10.3389/fnbot.2022.839505  0.349
2020 Liu X, Zhang Z, Song Z. A comparative study of the data-driven day-ahead hourly provincial load forecasting methods: From classical data mining to deep learning Renewable and Sustainable Energy Reviews. 119: 109632. DOI: 10.1016/J.Rser.2019.109632  0.511
2019 Zhu J, Shen Y, Song Z, Zhou D, Zhang Z, Kusiak A. Data-driven building load profiling and energy management Sustainable Cities and Society. 49: 101587. DOI: 10.1016/J.Scs.2019.101587  0.602
2018 Song Z, Zhang Z, Jiang Y, Zhu J. Wind turbine health state monitoring based on a Bayesian data-driven approach Renewable Energy. 125: 172-181. DOI: 10.1016/J.Renene.2018.02.096  0.6
2017 Jiang Y, Long H, Zhang Z, Song Z. Day-Ahead Prediction of Bihourly Solar Radiance With a Markov Switch Approach Ieee Transactions On Sustainable Energy. 8: 1536-1547. DOI: 10.1109/Tste.2017.2694551  0.536
2017 Long H, Zhang Z, Song Z, Kusiak A. Formulation and Analysis of Grid and Coordinate Models for Planning Wind Farm Layouts Ieee Access. 5: 1810-1819. DOI: 10.1109/Access.2017.2657638  0.693
2016 Zhang Z, Song Z. Mining SCADA Data Offers a New Roadmap of Wind Farm Operations and Management Industrial Engineering & Management. 5. DOI: 10.4172/2169-0316.1000E134  0.313
2016 Song Z, Zhang Z, Chen X. The decision model of 3-dimensional wind farm layout design Renewable Energy. 85: 248-258. DOI: 10.1016/J.Renene.2015.06.036  0.635
2015 Long H, Wang L, Zhang Z, Song Z, Xu J. Data-Driven Wind Turbine Power Generation Performance Monitoring Ieee Transactions On Industrial Electronics. 62: 6627-6635. DOI: 10.1109/Tie.2015.2447508  0.619
2014 Song Z, Jiang Y, Zhang Z. Short-term wind speed forecasting with Markov-switching model Applied Energy. 130: 103-112. DOI: 10.1016/J.Apenergy.2014.05.026  0.624
2013 Jiang Y, Song Z, Kusiak A. Very short-term wind speed forecasting with Bayesian structural break model Renewable Energy. 50: 637-647. DOI: 10.1016/J.Renene.2012.07.041  0.648
2013 Zhang Z, Kusiak A, Song Z. Scheduling electric power production at a wind farm European Journal of Operational Research. 224: 227-238. DOI: 10.1016/J.Ejor.2012.07.043  0.703
2011 Song Z, Geng X, Kusiak A, Xu C. Mining Markov chain transition matrix from wind speed time series data Expert Systems With Applications. 38: 10229-10239. DOI: 10.1016/J.Eswa.2011.02.063  0.618
2010 Song Z, Kusiak A. Multiobjective optimization of temporal processes. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 40: 845-56. PMID 19900853 DOI: 10.1109/TSMCB.2009.2030667  0.509
2010 Kusiak A, Song Z. Design of wind farm layout for maximum wind energy capture Renewable Energy. 35: 685-694. DOI: 10.1016/J.Renene.2009.08.019  0.642
2010 Kusiak A, Zheng H, Song Z. Power optimization of wind turbines with data mining and evolutionary computation Renewable Energy. 35: 695-702. DOI: 10.1016/J.Renene.2009.08.018  0.656
2010 Kusiak A, Li W, Song Z. Dynamic control of wind turbines Renewable Energy. 35: 456-463. DOI: 10.1016/J.Renene.2009.05.022  0.648
2010 Song Z, Kusiak A. Mining Pareto-optimal modules for delayed product differentiation European Journal of Operational Research. 201: 123-128. DOI: 10.1016/J.Ejor.2009.02.013  0.52
2009 Song Z, Kusiak A. Optimization of temporal processes: A model predictive control approach Ieee Transactions On Evolutionary Computation. 13: 169-179. DOI: 10.1109/Tevc.2008.920680  0.578
2009 Kusiak A, Song Z, Zheng H. Anticipatory Control of Wind Turbines With Data-Driven Predictive Models Ieee Transactions On Energy Conversion. 24: 766-774. DOI: 10.1109/Tec.2009.2025320  0.659
2009 Kusiak A, Zheng H, Song Z. Short-Term Prediction of Wind Farm Power: A Data Mining Approach Ieee Transactions On Energy Conversion. 24: 125-136. DOI: 10.1109/Tec.2008.2006552  0.652
2009 Song Z, Kusiak A. Optimising product configurations with a data-mining approach International Journal of Production Research. 47: 1733-1751. DOI: 10.1080/00207540701644235  0.486
2009 Kusiak A, Song Z. Sensor fault detection in power plants Journal of Energy Engineering. 135: 127-137. DOI: 10.1061/(Asce)0733-9402(2009)135:4(127)  0.509
2009 Kusiak A, Zheng H, Song Z. On-line monitoring of power curves Renewable Energy. 34: 1487-1493. DOI: 10.1016/J.Renene.2008.10.022  0.617
2009 Kusiak A, Zheng H, Song Z. Models for monitoring wind farm power Renewable Energy. 34: 583-590. DOI: 10.1016/J.Renene.2008.05.032  0.66
2009 Kusiak A, Zheng H, Song Z. Wind farm power prediction: a data-mining approach Wind Energy. 12: 275-293. DOI: 10.1002/We.295  0.61
2008 Kusiak A, Song Z. Clustering-based performance optimization of the boiler-turbine system Ieee Transactions On Energy Conversion. 23: 651-658. DOI: 10.1109/Tec.2007.914183  0.588
2007 Kusiak A, Smith MR, Song Z. Planning Product Configurations Based on Sales Data Ieee Transactions On Systems, Man and Cybernetics, Part C (Applications and Reviews). 37: 602-609. DOI: 10.1109/TSMCC.2007.897503  0.426
2007 Song Z, Kusiak A. Constraint-based control of boiler efficiency: A data-mining approach Ieee Transactions On Industrial Informatics. 3: 73-83. DOI: 10.1109/Tii.2006.890530  0.528
2006 Kusiak A, Song Z. Combustion efficiency optimization and virtual testing: A data-mining approach Ieee Transactions On Industrial Informatics. 2: 176-184. DOI: 10.1109/Tii.2006.873598  0.53
2004 Song Z. A numerical simulation of dust storms in China Environmental Modelling and Software. 19: 141-151. DOI: 10.1016/S1364-8152(03)00116-6  0.344
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