Advances in Data Mining and Applications in Power Plants

被引:0
|
作者
Bao, Ang [1 ]
Pan, Wei-guo [1 ]
Wang, Wen-huan [1 ]
机构
[1] Shanghai Univ Elect Power, Dept Energy & Environm Engn, Shanghai 200090, Peoples R China
来源
关键词
Data Mining; Power Plants; Decision Support; Rough Sets; Association Rules;
D O I
10.4028/www.scientific.net/AMR.347-353.487
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
Describes the theory and methods of data mining technology, and the latest research progress home and abroad. In the equipment operation of various thermal power plants, more and more field data is stored in the DCS real-time database, and there is always an abundance of knowledge hidden behind the data. Adopting the date mining technology to process and analyze these data can optimize the operation of power plants and provide effective means for monitoring and evaluation of the equipment.
引用
收藏
页码:487 / 493
页数:7
相关论文
共 50 条
  • [21] Applications of data mining technique for power system transient stability prediction
    Xu, T
    He, RM
    Wang, P
    Xu, DJ
    PROCEEDINGS OF THE 2004 IEEE INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION, RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1 AND 2, 2004, : 389 - 392
  • [22] Recent Advances of Chitosan Applications in Plants
    Malerba, Massimo
    Cerana, Raffaella
    POLYMERS, 2018, 10 (02):
  • [23] Advances and challenges in building engineering and data mining applications for energy-efficient communities
    Yu, Zhun
    Haghighat, Fariborz
    Fung, Benjamin C. M.
    SUSTAINABLE CITIES AND SOCIETY, 2016, 25 : 33 - 38
  • [24] Recent Advances in Data Mining Techniques and Their Applications in Hyperspectral Image Processing for the Food Industry
    Dai, Qiong
    Sun, Da-Wen
    Xiong, Zhenjie
    Cheng, Jun-Hu
    Zeng, Xin-An
    COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY, 2014, 13 (05): : 891 - 905
  • [25] Advances in predictive data mining methods
    Hong, SJ
    Weiss, SM
    MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, 1999, 1715 : 13 - 20
  • [26] Advances in Data Mining: History and Future
    He, Jing
    2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL 1, PROCEEDINGS, 2009, : 634 - 636
  • [27] Advances in Data Mining for Biomedical Research
    Lavrac, Nada
    2012 25TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), 2012,
  • [28] Advances in Mining Heterogeneous Healthcare Data
    Ma, Fenglong
    Ye, Muchao
    Luo, Junyu
    Xiao, Cao
    Sun, Jimeng
    KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, 2021, : 4050 - 4051
  • [29] Advances in predictive models for data mining
    Hong, SJ
    Weiss, SM
    PATTERN RECOGNITION LETTERS, 2001, 22 (01) : 55 - 61
  • [30] Advances in biomass gasification power plants
    Wen, H
    Lausten, C
    Pietruszkiewicz, J
    DeLaquil, P
    Jain, BC
    PROCEEDINGS OF THE AMERICAN POWER CONFERENCE, VOL 61 - I AND II, 1999, 61 : 215 - 219