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
  • [31] ARTIFICIAL INTELLIGENCE : LEGAL ISSUES (AND BEYOND)
    Gazzetta, Cristina
    REVISTA GENERAL DE DERECHO PUBLICO COMPARADO, 2024, (36): : 317 - 342
  • [32] Integration of Artificial Intelligence in Nursing Education
    Morgan, Lindsay L.
    Janssen, Erika
    Habeck, Jessica
    TEACHING AND LEARNING IN NURSING, 2025, 20 (01) : 18 - 18
  • [33] An Integration of Blockchain and Artificial intelligence: A Concept
    Sharma, B. K.
    Jain, Nilesh
    PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICCS), 2019, : 1487 - 1490
  • [34] Critical crossroads for the integration of artificial intelligence
    Nassehi, Damoun
    Riegler, Michael
    TIDSSKRIFT FOR DEN NORSKE LAEGEFORENING, 2024, 144 (14)
  • [35] Integration of artificial intelligence into nursing practice
    Mohamed M Abuzaid
    Wiam Elshami
    Sonyia Mc Fadden
    Health and Technology, 2022, 12 : 1109 - 1115
  • [36] THE INTEGRATION OF ARTIFICIAL INTELLIGENCE IN DENTAL PRACTICE
    Costin, Lupu Iulian
    Vasluianu, Roxana Ionela
    Baciu, Raluca-Elena
    Agop-Forna, Doriana
    Catalin, Tibeica Silviu
    Forna, Consuela Norina
    ROMANIAN JOURNAL OF ORAL REHABILITATION, 2023, 15 (02): : 272 - 279
  • [37] Integration of artificial intelligence into nursing practice
    Abuzaid, Mohamed M.
    Elshami, Wiam
    Mc Fadden, Sonyia
    HEALTH AND TECHNOLOGY, 2022, 12 (06) : 1109 - 1115
  • [38] Applications of an interaction, process, integration and intelligence (IPII) design approach for ergonomics solutions
    Xu, Wei
    Furie, Dov
    Mahabhaleshwar, Manjunath
    Suresh, Bala
    Chouhan, Hardev
    ERGONOMICS, 2019, 62 (07) : 954 - 980
  • [39] Applications of Artificial Intelligence in Social Science Issues: a Case Study on Predicting Population Change
    Farahani, Milad Shahvaroughi
    JOURNAL OF THE KNOWLEDGE ECONOMY, 2024, 15 (01) : 3266 - 3296
  • [40] Guest Editorial: Applications of Artificial Intelligence in Modern Power Systems:Challenges and Solutions
    Weihao Hu
    Di Shi
    Theo Borst
    JournalofModernPowerSystemsandCleanEnergy, 2020, 8 (06) : 1027 - 1028