Application of artificial intelligence in electrical power systems
| Author | Hussain, Shahbaz |
| Author | Alammari, Rashid |
| Author | Iqbal, Atif |
| Author | Shikfa, Abdullatif |
| Available date | 2022-03-31T08:05:53Z |
| Publication Date | 2020 |
| Publication Name | 2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies, ICIoT 2020 |
| Resource | Scopus |
| Identifier | http://dx.doi.org/10.1109/ICIoT48696.2020.9089447 |
| Abstract | In 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. |
| Sponsor | This 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. |
| Language | en |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Subject | Artificial intelligence countermeasures cyber attacks economic load dispatch electrical power systems electrical substations optimal sizing renewable energy system |
| Type | Conference Paper |
| Pagination | 13-17 |
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This item appears in the following Collection(s)
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Center for Advanced Materials Research [1378 items ]
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Electrical Engineering [2649 items ]