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Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target
会议论文
作者:
Dong, Yunxuan
;
Wang, Jing
;
Xiao, Ling
;
Fu, Tonglin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/12/18
Convergence of numerical methods
Convolutional neural networks
Cost functions
Forecasting
Heuristic algorithms
Optimization
Time series
Wind powerComputation complexity
Convergence problems
Convexity-preserving
Heuristic optimization algorithms
Multiple-objective optimization
Optimal parameter
Wind speed forecasting
Wind speed time series
Q-learning Method for Managing Wind Farm Uncertainties through Energy Storage System Control
会议论文
Hefei, China, September 25-27, 2020
作者:
Song ZM(宋志美)
;
Zang CZ(臧传治)
;
Zhu, Lizhong
;
Zeng P(曾鹏)
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/03/31
wind power generation (WPG)
reinforcement learning (RL)
Q-learning
energy storage system (ESS)
A model for the transportation and distribution of jellyfish Rhopilema esculentum for stock enhancement in the Liaodong Bay, China
会议论文
作者:
Yin, Liping
;
Shan, Xiujuan
;
Zhao, Chang
;
Jin, Xianshi
;
Wang, Guansuo
收藏
  |  
浏览/下载:82/0
  |  
提交时间:2019/08/19
Liaodong Bay
Jellyfish Rhopilema esculentum
distribution and connectivity
Lagrangian particle tracking
current
Short-term wind speed forecasting using STLSSVM hybrid model
会议论文
2018 International Conference on Power System Technology, POWERCON 2018 - Proceedings, 2018-11-06
作者:
Yuan, D.
;
Qian, Z.
;
Jing, B.
;
Pei, Y.
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Backpropagation
Forecasting
Least squares approximations
Particle swarm optimization (PSO)
Speed
Support vector machines
Wind power
Auto-regressive integrated moving average
EEMD
Ensemble empirical mode decompositions (EEMD)
Hybrid methodologies
Least squares support vector machines
Short-term wind speed forecasting
State transitions
Wind speed forecasting
Wind
Characterization of Wind-Sea and Swell in the South China Sea based on HY-2 Satellite Data
会议论文
作者:
Li, Shuiqing
;
Bi, Fan
;
Hou, Yijun
;
Yang, Hongwei
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  |  
浏览/下载:5/0
  |  
提交时间:2019/08/19
Swell probability
wave age
South China Sea
HY-2 satellite
Research on optimal equivalent capacity of wind farms based on probabilistic forecasting for power system planning
会议论文
作者:
Wang, Yuanyuan
;
Tian, Chunzheng
;
Mao, Yubing
;
Liu, Yongmin
;
Yuan, Yiping
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/11/26
optimal equivalent capacity
production operating simulation
conditional kernal density estimation
Review of Wind Power Forecasting Methods: From Multi-spatial and temporal Perspective
会议论文
作者:
Jiang, Zhaoyu
;
Jia, Qing-Shan
;
Guan, Xiaohong
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  |  
浏览/下载:5/0
  |  
提交时间:2019/11/26
Review
Wind power forecasting
Spatial scale
Forecast method
Temporal scale
A novel method for short-term wind speed forecasting based on UPQPSO-LSSVM
会议论文
International Conference on Life System Modeling and Simulation, LSMS 2017 and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2017, 2017-09-22
作者:
Nie, Wangxue[1]
;
Fu, Jingqi[2]
;
Sun, Sizhou[3]
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  |  
浏览/下载:5/0
  |  
提交时间:2019/04/24
A short term wind speed forecasting method using signal decomposition and extreme learning machine
会议论文
International Conference on Life System Modeling and Simulation, LSMS 2017 and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2017, 2017-09-22
作者:
Sun, Sizhou[1]
;
Fu, Jingqi[2]
;
Zhu, Feng[3]
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  |  
浏览/下载:10/0
  |  
提交时间:2019/04/24
Estimation of extreme hydrodynamic environments of Puti Island wind farm in Bohai Sea
会议论文
Shianghai, China, October 18, 2017 - October 19, 2017
作者:
Zhou JF(周济福)
;
Liu JL
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  |  
浏览/下载:24/0
  |  
提交时间:2018/11/08
Climate change
Electric utilities
Floods
Hydrodynamics
Storms
Water waves
Weather forecasting
Wind
Wind power
Bohai
Global climate changes
High wind speed
Hydrodynamic conditions
Princeton ocean model
Third generation
Wind directions
Wind farm
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