A comprehensive wind speed prediction system based on Monte Carlo and artificial intelligence algorithms

被引:0
|
作者
Zhang, Yagang [1 ,2 ]
Zhao, Yunpeng [1 ]
Shen, Xiaoyu [1 ]
Zhang, Jinghui [1 ]
机构
[1] State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing,102206, China
[2] Interdisciplinary Mathematics Institute, University of South Carolina, Columbia,SC,29208, United States
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Forecasting - Wind power - Monte Carlo methods - Safety engineering - Speed - Data handling - Losses
引用
收藏
相关论文
共 50 条
  • [41] Advancements in wind power forecasting: A comprehensive review of artificial intelligence-based approaches
    Kumar K.
    Prabhakar P.
    Verma A.
    Saroha S.
    Singh K.
    Multimedia Tools and Applications, 2025, 84 (10) : 8331 - 8360
  • [42] Smart Wind Turbine: Artificial Intelligence based Condition Monitoring System
    Tafazzoli, Afshin
    Novoa Mayo, Alvaro
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON SMART CITIES AND GREEN ICT SYSTEMS (SMARTGREENS), 2019, : 194 - 198
  • [43] Artificial Intelligence Based Vector Control of Induction Generator without Speed Sensor for Use in Wind Energy Conversion System
    Dumnic, Boris
    Popadic, Bane
    Milicevic, Dragan
    Katic, Vladimir
    Oros, Djura
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2015, 5 (01): : 299 - 307
  • [44] Estimation of wind speed by artificial intelligence method: A case study
    Aziz, Enas F.
    Daoud, Raid W.
    Algburi, Sameer
    Ahmed, Omer K.
    Yassen, Khalil F.
    JOURNAL OF THERMAL ENGINEERING, 2024, 10 (05): : 1347 - 1361
  • [45] A Hybrid Wind Speed Forecasting Method and Wind Energy Resource Analysis Based on a Swarm Intelligence Optimization Algorithm and an Artificial Intelligence Model
    Fu, Tonglin
    Wang, Chen
    SUSTAINABILITY, 2018, 10 (11)
  • [46] Monte Carlo algorithms based on the number of potential moves
    Wang, JS
    Lee, LW
    COMPUTER PHYSICS COMMUNICATIONS, 2000, 127 (01) : 131 - 136
  • [47] A macro-economic model to forecast remittances based on Monte-Carlo simulation and artificial intelligence
    Garcia-Alonso, Carlos R.
    Arenas-Arroyo, Esther
    Perez-Alcala, Gabriel M.
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (09) : 7929 - 7937
  • [48] Research and application based on the swarm intelligence algorithm and artificial intelligence for wind farm decision system
    Zhao, Xuejing
    Wang, Chen
    Su, Jinxia
    Wang, Jianzhou
    RENEWABLE ENERGY, 2019, 134 : 681 - 697
  • [49] Prediction of Drug-plasma Protein Binding using Artificial Intelligence Based Algorithms
    Kumar, Rajnish
    Sharma, Anju
    Siddiqui, Mohammed Haris
    Tiwari, Rajesh Kumar
    COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING, 2018, 21 (01) : 57 - 64
  • [50] Very Short-term Wind Speed Prediction of a Wind Farm Based on Artificial Neural Network
    Ma, Rui
    Hu, Shuju
    Xu, Honghua
    PROGRESS IN RENEWABLE AND SUSTAINABLE ENERGY, PTS 1 AND 2, 2013, 608-609 : 677 - 682