Learning to Acquire Knowledge in a Smart Grid Environment

被引：0
|
作者：
Liu, Chen-Ching [1 ]
机构：
[1] Washington State Univ, Pullman, WA 99164 USA
来源：
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2015, PT I | 2015年 / 9284卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In a smart grid, a massive amount of data is collected by millions of sensors and meters on the transmission, distribution, and customers' facilities. There is a strong dependence of the smart grid on the information and communications technology for its monitoring and control. As a result, the cyber systems are also an important source of information. This presentation will be focused on the opportunities and challenges for machine learning and knowledge discovery in a smart grid environment. The application areas of (1) anomaly detection for cyber and physical security, and (2) intelligent remedial control of power grids will be used as examples.
引用
收藏
页数：1
相关论文
共 50 条
  • [41] Learning English Grammar in the Smart Learning Environment
    Simonova, Ivana
    SMART EDUCATION AND E-LEARNING 2018, 2019, 99 : 142 - 150
  • [42] Application of knowledge graph in smart grid fault diagnosis
    Liu, Wentao
    Zhu, Zhongxian
    Cai, Kewei
    Pu, Daojie
    Du, Yao
    APPLIED MATHEMATICS AND NONLINEAR SCIENCES, 2022, 8 (02) : 349 - 360
  • [43] Cooperative decision making in a knowledge grid environment
    Parsa, Saeed
    Parand, Fereshteh-Azadi
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2007, 23 (08): : 932 - 938
  • [44] APPLYING OF KNOWLEDGE GRID MODELS IN SMART CITY CONCEPTS
    Marciniak, Katarzyna
    Owoc, Mieczyslaw L.
    PROCEEDINGS OF THE 6TH KNOWLEDGE CITIES WORLD SUMMIT (KCWS 2013), 2013, : 238 - 244
  • [45] Research on Knowledge Graph Construction for Smart Grid Cybersecurity
    Peng, Zhen
    Du, Ye
    Chen, Qifang
    Zheng, Tianshuai
    PROCEEDINGS OF 2024 3RD INTERNATIONAL CONFERENCE ON CRYPTOGRAPHY, NETWORK SECURITY AND COMMUNICATION TECHNOLOGY, CNSCT 2024, 2024, : 164 - 170
  • [46] SKG: Spatial knowledge discovery in grid environment
    Ge, Xiaosan
    Bian, Fuling
    ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 2, PROCEEDINGS, 2006, : 67 - +
  • [47] Networking scientific resources in the Knowledge Grid environment
    Zhuge, Hai
    Ding, Lianhong
    Li, Xiang
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2007, 19 (07): : 1087 - 1113
  • [48] Towards A Smart Learning Environment for Smart City Governance
    Hammad, Rawad
    Ludlow, David
    2016 IEEE/ACM 9TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC), 2016, : 185 - 190
  • [49] Reliability constrained unit commitment in smart grid environment
    Goleijani, S.
    Ghanbarzadeh, T.
    Nikoo, F. Sadeghi
    Moghaddam, M. Parsa
    ELECTRIC POWER SYSTEMS RESEARCH, 2013, 97 : 100 - 108
  • [50] Incremental Cost Consensus Algorithm in a Smart Grid Environment
    Zhang, Ziang
    Chow, Mo-Yuen
    2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2011,
12345