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Unboxing the technology behind smart consumer electronics systems.

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Machine learning

AI/ML and Cybersecurity in Power Electronics

January 23, 2023 by Burak Ozpineci

Artificial intelligence and machine learning (AI/ML) have been applied to power electronics and electric drives research for more than 20 years for design, control, estimation, and prediction. With the recent interest in AI/ML for all aspects of smart and connected daily life, the interest in AI/ML applications of power electronics has also increased. With the increase in the … [Read more...] about AI/ML and Cybersecurity in Power Electronics

Towards Intelligent Power Electronics-Dominated Grid via Machine Learning Techniques

March 1, 2021 by Omar H. Abu-Rub, Amin Y. Fard, Muhammad Farooq Umar, Mohsen Hosseinzadehtaher, and Mohammad B. Shadmand

Image of a person touching a touch screen.

Nowadays, to meet the vision of employing 100% renewable-based electricity generation, the conventional power system is evolving into power electronics-dominated grid (PEDG). This transition leads to an amplified complexity and significance for device and system-level control schemes to maintain resiliency, reliability, and operational stability. Recently, in various fields of … [Read more...] about Towards Intelligent Power Electronics-Dominated Grid via Machine Learning Techniques

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To educate, inform, and entertain our community of IEEE Power Electronics Society members on technology, events, industry news, and general topics relating to consumer electronics and to further serve and support our Members in professional career development through tutorials and raising awareness of engineering tools and technologies.

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