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Artificial Intelligence Models in Power System Analysis

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Artificial Intelligence for Sustainable Development: Theory, Practice and Future Applications

Part of the book series: Studies in Computational Intelligence ((SCI,volume 912))

Abstract

The purpose of this chapter is to highlight the main technologies of Artificial Intelligence used in power system where the traditional methods will not be able to catch up all condition of operating and dispatching. Moreover, for each technology mentioned in the chapter there is a brief description where is used exactly power system. Moreover, these methods improve the operation and productivity of the power system by controlling voltage, stability, power-flow, and load frequency. It also permits to control the network such as location, size, and control of equipment and devices. The automation of the power system ensures to support the restoration, fault diagnosis, management, and network security. It is necessary to identify the appropriate AI technique to use it in planning, monitoring, and controlling the power system. Finally the chapter will highlight briefly sustainable side of using AI in power system.

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Author information

Authors and Affiliations

  1. Faculty of Engineering & IT, The British University in Dubai, Dubai, UAE

    Hana Yousuf

  2. Faculty of Business Management, The British University in Dubai, Dubai, UAE

    Asma Y. Zainal

  3. University of Sharjah, Sharjah, UAE

    Muhammad Alshurideh

  4. Faculty of Business, University of Jordan, Amman, Jordan

    Muhammad Alshurideh

  5. Machine Learning and NLP Research Group, Department of Computer Science, University of Sharjah, Sharjah, UAE

    Said A. Salloum

Authors
  1. Hana Yousuf
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  2. Asma Y. Zainal
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  3. Muhammad Alshurideh
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  4. Said A. Salloum
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Corresponding author

Correspondence to Said A. Salloum .

Editor information

Editors and Affiliations

  1. Information Technology Department, Faculty of Computers and Information, Cairo University, Giza, Egypt

    Aboul Ella Hassanien

  2. Department of Computer Science and Engineering, Faculty of Engineering, Manipal University, Jaipur, Rajasthan, India

    Roheet Bhatnagar

  3. Faculty of Science, Helwan University, Cairo, Egypt

    Ashraf Darwish

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Yousuf, H., Zainal, A.Y., Alshurideh, M., Salloum, S.A. (2021). Artificial Intelligence Models in Power System Analysis. In: Hassanien, A., Bhatnagar, R., Darwish, A. (eds) Artificial Intelligence for Sustainable Development: Theory, Practice and Future Applications. Studies in Computational Intelligence, vol 912. Springer, Cham. https://doi.org/10.1007/978-3-030-51920-9_12

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