Integration of artificial intelligence applications in the ems: issues and solutions

Daniel Kirschen, G. Irisarri

    Research output: Contribution to journalArticlepeer-review


    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 all the AI applications. Once this environment has been created, AI applications can be easily "plugged" into the EMS. The design of snch an environment is described and case studies of its implementation are provided to illustrate its flexibility. © 1995 IEEE.
    Original languageEnglish
    Pages (from-to)475-482
    Number of pages7
    JournalIEEE Transactions on Power Systems
    Issue number1
    Publication statusPublished - 1996


    • Artificial intelligence
    • Energy management systems
    • Power systems
    • Topology processing


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