Applications of data mining and analysis techniques in wind power systems

被引:3
|
作者
Santoso, S. [1 ]
Negnevitsky, A. [2 ]
Hatziargyriou, N. [3 ]
机构
[1] Univ Texas, Dept Elect & Comp Engn, Austin, TX 78712 USA
[2] Univ Tasmania, Hobart, Tas, Australia
[3] Natl Tech Univ Athens, Athens, Greece
关键词
wind power; data mining; intelligent systems;
D O I
10.1109/PSCE.2006.296249
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This panel paper summarizes wind power development in recent years, and describes challenges of wind power integration. During the panel session, data mining and analysis techniques will be proposed to help solve these challenges.
引用
收藏
页码:57 / +
页数:2
相关论文
共 50 条
  • [31] Data Mining Applications in Power Systems - Case-studies and Future Trends
    Vale, Zita A.
    Ramos, Carlos
    Ramos, Sergio
    Pinto, Tiago
    [J]. T& D ASIA: 2009 TRANSMISSION & DISTRIBUTION CONFERENCE & EXPOSITION: ASIA AND PACIFIC, 2009, : 869 - 872
  • [32] A Framework for Data Mining in Wind Power Time Series
    Kramer, Oliver
    Gieseke, Fabian
    Heinermann, Justin
    Poloczek, Jendrik
    Treiber, Nils Andre
    [J]. DATA ANALYTICS FOR RENEWABLE ENERGY INTEGRATION, DARE 2014, 2014, 8817 : 97 - 107
  • [33] Clustering Based Data Mining in Wind Power Production
    Scarlatache, Florina
    Grigoras, Gheorghe
    Neagu, Bogdan Constantin
    [J]. PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTERS AND ARTIFICIAL INTELLIGENCE - ECAI 2017, 2017,
  • [34] Data mining and wind power prediction: A literature review
    Colak, Ilhami
    Sagiroglu, Seref
    Yesilbudak, Mehmet
    [J]. RENEWABLE ENERGY, 2012, 46 : 241 - 247
  • [35] A survey on data mining techniques in recommender systems
    Najafabadi, Maryam Khanian
    Mohamed, Azlinah Hj.
    Mahrin, Mohd Naz'ri
    [J]. SOFT COMPUTING, 2019, 23 (02) : 627 - 654
  • [36] DATA MINING STRATEGIES AND TECHNIQUES FOR CRM SYSTEMS
    Al-Mudimigh, Abdullah S.
    Ullah, Zahid
    Saleem, Farrukh
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING SOSE 2009, 2009, : 82 - 86
  • [37] A Brief Analysis of Data Mining Techniques
    Ali, Faraaz
    Bhatt, Dhowmya
    Choudhury, Tanupriya
    Thakral, Abha
    [J]. PROCEEDINGS OF 2019 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND KNOWLEDGE ECONOMY (ICCIKE' 2019), 2019, : 753 - 759
  • [38] Data mining techniques for decision support systems
    Bose, R
    [J]. DECISION SCIENCES INSTITUTE 1998 PROCEEDINGS, VOLS 1-3, 1998, : 982 - 984
  • [39] A survey on data mining techniques in recommender systems
    Maryam Khanian Najafabadi
    Azlinah Hj. Mohamed
    Mohd Naz’ri Mahrin
    [J]. Soft Computing, 2019, 23 : 627 - 654
  • [40] Applications of artificial intelligence techniques in wind power generation
    Papathanassiou, SA
    Kladas, AG
    Tegopoulos, JA
    [J]. INTEGRATED COMPUTER-AIDED ENGINEERING, 2001, 8 (03) : 231 - 242