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Jie Zhang
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Unrestricted wind farm layout optimization (UWFLO): Investigating key factors influencing the maximum power generation
S Chowdhury, J Zhang, A Messac, L Castillo
Renewable Energy 38 (1), 16-30, 2012
3712012
A data-driven multi-model methodology with deep feature selection for short-term wind forecasting
C Feng, M Cui, BM Hodge, J Zhang
Applied Energy 190, 1245-1257, 2017
3112017
Optimizing the arrangement and the selection of turbines for wind farms subject to varying wind conditions
S Chowdhury, J Zhang, A Messac, L Castillo
Renewable Energy 52, 273-282, 2013
2632013
A suite of metrics for assessing the performance of solar power forecasting
J Zhang, A Florita, BM Hodge, S Lu, HF Hamann, V Banunarayanan, ...
Solar Energy 111, 157-175, 2015
2442015
Design a J-type air-based battery thermal management system through surrogate-based optimization
Y Liu, J Zhang
Applied Energy 252, 113426, 2019
2072019
Verification of deterministic solar forecasts
D Yang, S Alessandrini, J Antonanzas, F Antonanzas-Torres, V Badescu, ...
Solar Energy 210, 20-37, 2020
2032020
Wind power ramp event forecasting using a stochastic scenario generation method
M Cui, D Ke, Y Sun, D Gan, J Zhang, BM Hodge
IEEE Transactions on Sustainable Energy 6 (2), 422-433, 2015
1782015
An adaptive hybrid surrogate model
J Zhang, S Chowdhury, A Messac
Structural and Multidisciplinary Optimization 46 (2), 223-238, 2012
1482012
A mixed-discrete particle swarm optimization algorithm with explicit diversity-preservation
S Chowdhury, W Tong, A Messac, J Zhang
Structural and Multidisciplinary Optimization 47, 367-388, 2013
1352013
A radial basis function-based multi-fidelity surrogate model: exploring correlation between high-fidelity and low-fidelity models
X Song, L Lv, W Sun, J Zhang
Structural and Multidisciplinary Optimization 60, 965-981, 2019
1292019
Reinforced Deterministic and Probabilistic Load Forecasting via -Learning Dynamic Model Selection
C Feng, M Sun, J Zhang
IEEE Transactions on Smart Grid 11 (2), 1377-1386, 2019
1292019
Comparison of numerical weather prediction based deterministic and probabilistic wind resource assessment methods
J Zhang, C Draxl, T Hopson, L Delle Monache, E Vanvyve, BM Hodge
Applied Energy 156, 528-541, 2015
1152015
Unsupervised clustering-based short-term solar forecasting
C Feng, M Cui, BM Hodge, S Lu, HF Hamann, J Zhang
IEEE Transactions on Sustainable Energy 10 (4), 2174-2185, 2018
1142018
SolarNet: A sky image-based deep convolutional neural network for intra-hour solar forecasting
C Feng, J Zhang
Solar Energy 204, 71-78, 2020
1112020
A multivariate and multimodal wind distribution model
J Zhang, S Chowdhury, A Messac, L Castillo
Renewable Energy 51, 436-447, 2013
1112013
A review on the integration of probabilistic solar forecasting in power systems
B Li, J Zhang
Solar Energy 210, 68-86, 2020
1092020
A data-driven methodology for probabilistic wind power ramp forecasting
M Cui, J Zhang, Q Wang, V Krishnan, BM Hodge
IEEE Transactions on Smart Grid 10 (2), 1326-1338, 2017
1062017
An optimized swinging door algorithm for identifying wind ramping events
M Cui, J Zhang, AR Florita, BM Hodge, D Ke, Y Sun
IEEE Transactions on Sustainable Energy 7 (1), 150-162, 2015
1042015
Sensitivity analysis of renewable energy integration on stochastic energy management of automated reconfigurable hybrid AC–DC microgrid considering DLR security constraint
M Dabbaghjamanesh, A Kavousi-Fard, S Mehraeen, J Zhang, ZY Dong
IEEE Transactions on Industrial Informatics 16 (1), 120-131, 2019
1022019
Conditional aggregated probabilistic wind power forecasting based on spatio-temporal correlation
M Sun, C Feng, J Zhang
Applied Energy 256, 113842, 2019
972019
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