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Yang Du
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Year
Short-term photovoltaic power forecasting based on long short term memory neural network and attention mechanism
H Zhou, Y Zhang, L Yang, Q Liu, K Yan, Y Du
Ieee Access 7, 78063-78074, 2019
3292019
A hybrid LSTM neural network for energy consumption forecasting of individual households
K Yan, W Li, Z Ji, M Qi, Y Du
Ieee Access 7, 157633-157642, 2019
2012019
Multi-step short-term power consumption forecasting with a hybrid deep learning strategy
K Yan, X Wang, Y Du, N Jin, H Huang, H Zhou
Energies 11 (11), 3089, 2018
1712018
Deep learning based multistep solar forecasting for PV ramp-rate control using sky images
H Wen, Y Du, X Chen, E Lim, H Wen, L Jiang, W Xiang
IEEE Transactions on Industrial Informatics 17 (2), 1397-1406, 2020
1202020
An improved MPPT method for PV system with fast-converging speed and zero oscillation
X Li, H Wen, L Jiang, W Xiao, Y Du, C Zhao
IEEE Transactions on Industry Applications 52 (6), 5051-5064, 2016
1182016
Modeling and analysis of current harmonic distortion from grid connected PV inverters under different operating conditions
Y Du, DDC Lu, G James, DJ Cornforth
Solar Energy 94 (8), 182-194, 2013
1112013
Battery-integrated boost converter utilizing distributed MPPT configuration for photovoltaic systems
Y Du, DDC Lu
Solar Energy 85 (9), 1992-2002, 2011
1052011
Forecasting-based power ramp-rate control strategies for utility-scale PV systems
X Chen, Y Du, H Wen, L Jiang, W Xiao
IEEE Transactions on Industrial Electronics 66 (3), 1862-1871, 2018
992018
MPPT perturbation optimization of photovoltaic power systems based on solar irradiance data classification
K Yan, Y Du, Z Ren
IEEE transactions on sustainable energy 10 (2), 514-521, 2018
862018
Transient DC bias elimination of dual-active-bridge DC–DC converter with improved triple-phase-shift control
Q Bu, H Wen, J Wen, Y Hu, Y Du
IEEE Transactions on Industrial Electronics 67 (10), 8587-8598, 2019
842019
A comparative study on photovoltaic MPPT algorithms under EN50530 dynamic test procedure
X Li, H Wen, Y Hu, Y Du, Y Yang
IEEE Transactions on Power Electronics 36 (4), 4153-4168, 2020
792020
DC‐link voltage control strategy for reducing capacitance and total harmonic distortion in single‐phase grid‐connected photovoltaic inverters
Y Hu, Y Du, W Xiao, S Finney, W Cao
IET Power Electronics 8 (8), 1386-1393, 2015
592015
Deep learning enhanced solar energy forecasting with AI-driven IoT
H Zhou, Q Liu, K Yan, Y Du
Wireless Communications and Mobile Computing 2021, 1-11, 2021
532021
Closed-Form Solution of Time-Varying Model and Its Applications for Output Current Harmonics in Two-Stage PV Inverter
Y Du, D Lu, G Chu, W Xiao
IEEE Transaction on Sustainable Energy, 2015
532015
Designing localized MPPT for PV systems using fuzzy-weighted extreme learning machine
Y Du, K Yan, Z Ren, W Xiao
Energies 11 (10), 2615, 2018
492018
Air quality forecasting with hybrid LSTM and extended stationary wavelet transform
Y Zeng, J Chen, N Jin, X Jin, Y Du
Building and Environment 213, 108822, 2022
472022
Forecasting based power ramp-rate control for PV systems without energy storage
X Chen, Y Du, H Wen
2017 IEEE 3rd International Future Energy Electronics Conference and ECCE …, 2017
472017
Power ramp-rates of utility-scale PV systems under passing clouds: Module-level emulation with cloud shadow modeling
X Chen, Y Du, E Lim, H Wen, K Yan, J Kirtley
Applied Energy 268, 114980, 2020
422020
A novel global maximum power point tracking algorithm for photovoltaic system with variable perturbation frequency and zero oscillation
S Veerapen, H Wen, X Li, Y Du, Y Yang, Y Wang, W Xiao
Solar Energy 181, 345-356, 2019
392019
Sensor network based PV power nowcasting with spatio-temporal preselection for grid-friendly control
X Chen, Y Du, E Lim, H Wen, L Jiang
Applied energy 255, 113760, 2019
362019
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Articles 1–20