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Application of artificial intelligence in electrical power systems

المؤلفHussain, Shahbaz
المؤلفAlammari, Rashid
المؤلفIqbal, Atif
المؤلفShikfa, Abdullatif
تاريخ الإتاحة2022-03-31T08:05:53Z
تاريخ النشر2020
اسم المنشور2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies, ICIoT 2020
المصدرScopus
المعرّفhttp://dx.doi.org/10.1109/ICIoT48696.2020.9089447
معرّف المصادر الموحدhttp://hdl.handle.net/10576/29141
الملخصIn this paper, the application of heuristic and optimization algorithms based on artificial intelligence (AI) is investigated on electrical power systems. Three distinct areas have been categorized validating the application of AI methods in power systems. It involves classical problem of economic load dispatch in conventional power plant, continuing with optimal sizing issue of renewable energy system in present grid and ending with cyber attacks with mitigation methods on evolving smart grids. The study concludes that the development of intruder detection and prevention systems considering AI techniques will be the new normal having significant impact to counter the cyber attacks on electrical power system.
راعي المشروعThis publication was supported in part by Qatar University Internal Grant No. QUCG-CENG-2018/2019-2. The findings achieved herein are solely the responsibility of the authors.
اللغةen
الناشرInstitute of Electrical and Electronics Engineers Inc.
الموضوعArtificial intelligence
countermeasures
cyber attacks
economic load dispatch
electrical power systems
electrical substations
optimal sizing
renewable energy system
العنوانApplication of artificial intelligence in electrical power systems
النوعConference Paper
الصفحات13-17
dc.accessType Abstract Only


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