Integration of Artificial Intelligence applications in the EMS: Issues and solutions

被引:11
|
作者
Bann, J
Irisarri, G
Kirschen, D
Miller, B
Mokhtari, S
机构
[1] Empros Power Systems Control, Plymouth, MN
关键词
power systems; Artificial Intelligence; energy management systems; topology processing;
D O I
10.1109/59.486136
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper discusses the issues which must be addressed when integrating Artificial Intelligence (AI) and, in particular, expert system applications in an Energy Management System (EMS) environment, It is argued that these issues can be resolved by creating an environment which supports all the interfaces between the Artificial Intelligence (AI) applications and the EMS. This environment should also be responsible for maintaining a model of the power system common to ail the AI applications. Once this environment has been created, AI applications can be easily ''plugged'' into the EMS, The design of such an environment is described and case studies of its implementation are provided to illustrate its flexibility.
引用
收藏
页码:475 / 482
页数:8
相关论文
共 50 条
  • [21] Artificial Intelligence in Applications
    Dengel, Andreas
    KUNSTLICHE INTELLIGENZ, 2011, 25 (04): : 317 - 319
  • [22] Applications of Artificial Intelligence
    Bobrow, DG
    Brady, JM
    ARTIFICIAL INTELLIGENCE, 1999, 114 (1-2) : 1 - 2
  • [23] ARTIFICIAL INTELLIGENCE SOLUTIONS FOR OSTEOPOROSIS MANAGEMENT AND PERCEPTION OF ARTIFICIAL INTELLIGENCE
    Dumic-Cule, I.
    AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2022, 34 (SUPPL 1) : S95 - S96
  • [24] Integration of Artificial Intelligence Applications and Knowledge Management Processes for Construction Projects Management
    Altaie, Meervat R.
    Dishar, Marwa M.
    CIVIL ENGINEERING JOURNAL-TEHRAN, 2024, 10 (03): : 738 - 756
  • [25] Artificial intelligence applications for microgrids integration and management of hybrid renewable energy sources
    Talaat, M.
    Elkholy, M. H.
    Alblawi, Adel
    Said, Taghreed
    ARTIFICIAL INTELLIGENCE REVIEW, 2023, 56 (09) : 10557 - 10611
  • [26] Artificial intelligence applications for microgrids integration and management of hybrid renewable energy sources
    M. Talaat
    M. H. Elkholy
    Adel Alblawi
    Taghreed Said
    Artificial Intelligence Review, 2023, 56 : 10557 - 10611
  • [27] A taxonomical review on recent artificial intelligence applications to PV integration into power grids
    Feng, Cong
    Liu, Yuanzhi
    Zhang, Jie
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 132
  • [28] Artificial intelligence in the HyperClass: Design issues
    Tiffin, J
    Terashima, N
    Rajasingham, L
    COMPUTERS AND EDUCATION: TOWARDS AN INTERCONNECTED SOCIETY, 2001, : 1 - 9
  • [29] Ethical Issues in Artificial Intelligence in UAE
    Ghandour, Ahmad
    Woodford, Brendon J.
    2019 INTERNATIONAL ARAB CONFERENCE ON INFORMATION TECHNOLOGY (ACIT), 2019, : 262 - 266
  • [30] Issues in the deploymentof artificial intelligence in health
    Callegarin, Davide
    Callier, Patrick
    ACTUALITES PHARMACEUTIQUES, 2021, 60 (611): : 21 - 24