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Unboxing the technology behind smart consumer electronics systems.

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Artificial intelligence

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

Enabling Data-Driven Condition Monitoring of Power Electronic Systems With Artificial Intelligence: Concepts, Tools, and Developments

March 1, 2021 by Shuai Zhao, Huai Wang

Image of a chip with blue squares.

Condition monitoring is a proactive measure to conditions, degradation level, remaining useful lifetime realize operation optimization, predictive maintenance, and high availability of Power Electronic Systems (PES). It is demanded by reliability-, safety-, or availability-critical applications. The core of condition monitoring is a prediction based on historical and present … [Read more...] about Enabling Data-Driven Condition Monitoring of Power Electronic Systems With Artificial Intelligence: Concepts, Tools, and Developments

Artificial Intelligence Techniques: How Can it Solve Problems in Power Electronics?

December 1, 2020 by Bimal K. Bose

Person pressing a pen on a button called AI.

Artificial intelligence (AI) techniques have recently emerged as the powerful and advancing frontier in power electronics and their impact in the next generation of power electronics appears to be tremendous. The advent of AI has brought a challenge to the engineers specialized in power electronics which is already a complex, interdisciplinary and fast-moving technology. The AI … [Read more...] about Artificial Intelligence Techniques: How Can it Solve Problems in Power Electronics?

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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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