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

December 1, 2020 by Bimal K. Bose

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Photo: ©Shutterstock/everything possible

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 provides very powerful tools for design, simulation, control, estimation, fault diagnostics, and fault-tolerant control of power electronic systems, which are particularly important in modern smart grid and renewable energy systems (RESs) in addition to its applications in traditional power electronics and motor drives area. A smart or intelligent grid is basically an advanced electric power grid of tomorrow using state-of-the-art technologies in power electronics, power systems, computers, communications, information, AI and cyber that will improve the system availability, reliability, power quality, energy efficiency, and security with optimum resource utilization and economical electricity to the consumers.

For more about this article see link below.
To access the PDF version of this article, member sign-in is required. 

https://ieeexplore.ieee.org/document/9296920

Filed Under: Past Features Tagged With: Artificial intelligence, Power electronics, Renewable energy sources, Resource management, Security, Smart grids

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About the Magazine

IEEE Power Electronics Magazine publishes peer-reviewed articles related to power electronics and its applications which encompass the effective use of electronic components, application of control theory and circuit design techniques, and the development of analytical tools used in efficient and effective energy conversion, control, utilization, and conditioning of electric power.

The IEEE Power Electronics Magazine is limited to the field of interest of the IEEE Power Electronics Society. Topics also include publication of new trend technologies that are being pursued by industry, design practices and case studies, significant amount of state of the art surveys tutorials, and non-technical contributions: news about society activities, interviews, and historical articles.

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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.

The magazine is archived in IEEE Xplore, and articles from all issues are available for download.

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