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中科院一区
Investigation of pitch angles on the aerodynamics of twin-VAWT under staggered arrangement
The potential applications of twin vertical axis wind turbines (VAWTs) in oceanic wind energy harvesting have drawn increasing …
Yaoran Chen
,
Limin Kuang
,
Jie Su
,
Dai Zhou
,
Yong Cao
,
Hao Chen
,
Zhaolong Han
,
Yongsheng Zhao
,
Shixiao Fu
PDF
DOI
中科院一区
Ocean Engineering
The mean wake model and its novel characteristic parameter of H-rotor VAWTs based on random forest method
Using the random forest (RF) algorithm, this study presented a key parameter to characterize the mean wake of H-rotor VAWTs while …
Zhikun Dong
,
Yaoran Chen
,
Dai Zhou
,
Jie Su
,
Zhaolong Han
,
Yong Cao
,
Yan Bao
,
Feng Zhao
,
Rui Wang
,
Yongsheng Zhao
,
Yuwang Xu
PDF
DOI
中科院一区
Energy
2-D regional short-term wind speed forecast based on CNN-LSTM deep learning model
Short-term wind speed forecast is of great importance to wind farm regulation and its early warning. Previous studies mainly focused on …
Yaoran Chen
,
Yan Wang
,
Zhikun Dong
,
Jie Su
,
Zhaolong Han
,
Dai Zhou
,
Yongsheng Zhao
,
Yan Bao
PDF
DOI
中科院一区
Energy Conversion and Management
Wind-capture-accelerate device for performance improvement of vertical-axis wind turbines: External diffuser system
The unsatisfactory power performance hinders the development of vertical-axis wind turbines (VAWTs). Installing a …
Limin Kuang
,
Jie Su
,
Yaoran Chen
,
Zhaolong Han
,
Dai Zhou
,
Kai Zhang
,
Yongsheng Zhao
,
Yan Bao
PDF
DOI
中科院一区
Energy Conversion and Management
Framework of airfoil max lift-to-drag ratio prediction using hybrid feature mining and Gaussian process regression
The maximum lift-to-drag coefficient of an airfoil directly affects the aerodynamic performance of wind turbine. Machine learning …
Yaoran Chen
,
Zhikun Dong
,
Jie Su
,
Yan Wang
,
Zhaolong Han
,
Dai Zhou
,
Yongsheng Zhao
,
Yan Bao
PDF
DOI
中科院一区
Energy Conversion and Management
Aerodynamic performance assessment of φ-type vertical axis wind turbine under pitch motion
The floating vertical axis wind turbine (VAWT) is considered as a competitive device in the utilization of offshore wind energy. …
Jie Su
,
Yu Li
,
Yaoran Chen
,
Zhaolong Han
,
Dai Zhou
,
Yongsheng Zhao
,
Yan Bao
PDF
DOI
中科院一区
Energy
Short-term wind speed predicting framework based on EEMD-GA-LSTM method under large scaled wind history
Accurate short-term wind speed prediction is of great significance for early warning and regulation of wind farms. At present, the …
Yaoran Chen
,
Zhikun Dong
,
Yan Wang
,
Jie Su
,
Zhaolong Han
,
Dai Zhou
,
Kai Zhang
,
Yongsheng Zhao
,
Yan Bao
PDF
DOI
中科院一区
Energy Conversion and Management
A shape optimization of ϕ-shape Darrieus wind turbine under a given range of inlet wind speed
The ϕ-shape Darrieus wind turbines have great potential in application due to their omni-directionality and structural advantages. …
Yaoran Chen
,
Jie Su
,
Zhaolong Han
,
Yongsheng Zhao
,
Dai Zhou
,
He Yang
,
Yan Bao
,
Hang Lei
PDF
DOI
中科院一区
Renewable Energy
Investigation of V-shaped blade for the performance improvement of vertical axis wind turbines
The vertical axis wind turbine (VAWT) is regarded as an important device to utilize the renewable offshore wind energy to supplement …
Jie Su
,
Yaoran Chen
,
Zhaolong Han
,
Dai Zhou
,
Yan Bao
,
Yongsheng Zhao
PDF
DOI
中科院一区
Applied Energy
Investigation of wake characteristics for the offshore floating vertical axis wind turbines in pitch and surge motions of platforms
Pitch and surge motions of platforms are two main movements of offshore floating vertical axis wind turbines when they are faced with …
Hang Lei
,
Jie Su
,
Yan Bao
,
Yaoran Chen
,
Zhaolong Han
,
Dai Zhou
PDF
DOI
中科院一区
Energy
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