This book introduces a new approach to transformer design using artificial intelligence techniques combined with finite element methods. Examples throughout illustrate the application of the techniques discussed to many real-life transformer design problems.

Spotlight on Modern Transformer Design introduces a novel approach to transformer design using artificial intelligence (AI) techniques in combination with finite element method (FEM). Today, AI is widely used for modeling nonlinear and large-scale systems, especially when explicit mathematical models are difficult to obtain or completely lacking. Moreover, AI is computationally efficient in solving hard optimization problems.

Many numerical examples throughout the book illustrate the application of the techniques discussed to a variety of real-life transformer design problems, including:

• problems relating to the prediction of no-load losses;

• winding material selection;

• transformer design optimisation;

• and transformer selection.

Spotlight on Modern Transformer Design is a valuable learning tool for advanced undergraduate and graduate students, as well as researchers and power engineering professionals working in electric utilities and industries, public authorities, and design offices.

The first book to introduce artificial intelligence to transformer design Includes supplementary material: sn.pub/extras

Autorentext

Pavlos S. Georgilakis is currently assistant professor in the production engineering and management department of the Technical University of Crete, Greece. He received a diploma in electrical and computer engineering and a PhD from the National Technical University of Athens, Greece in 1990 and 2000 respectively. In his doctoral thesis, entitled "Contribution of Artificial Intelligence Techniques in the Reduction of Distribution Transformer Iron Losses", he introduced the concept of artificial intelligence in transformer design.

He worked in the transformer industry for 10 years before joining academia. From 1994 to 2003 he was with Schneider Electric AE, where he worked as transformer quality control engineer for one year, transformer design engineer for four years, transformer research and development manager for three years, and marketing manager for two years. He has considerable experience in the design, development, and manufacturing of transformers.

Assistant Professor Georgilakis has designed and supervised eight research projects in the field of transformer design, which have been funded by the government and the private sector. He is the author of two books, 40 papers in international journals, and 70 papers in international conference proceedings. His current research interests include transformer design and modeling, artificial intelligence techniques in transformer design and power systems, numerical techniques in the analysis and design of power transformers, and renewable energy sources. He is a member of the IEEE, the CIGRE, and the Technical Chamber of Greece.

Klappentext

Increasing competition in the global transformer market has put tremendous responsibilities on the industry to increase reliability while reducing cost. Spotlight on Modern Transformer Design introduces a novel approach to transformer design using artificial intelligence (AI) techniques in combination with finite element method (FEM). Today, AI is widely used for modeling nonlinear and large-scale systems, especially when explicit mathematical models are difficult to obtain or completely lacking. Moreover, AI is computationally efficient in solving hard optimization problems. On the other hand, FEM is particularly capable of dealing with complex geometries, and also yields stable and accurate solutions.

Many numerical examples throughout the book illustrate the application of the techniques discussed to a variety of real-life transformer design problems, including:

• problems relating to the prediction of no-load losses;

• winding material selection;

• transformer design optimisation;

• and transformer selection.

Spotlight on Modern Transformer Design is a valuable learning tool for advanced undergraduate and graduate students, as well as researchers and power engineering professionals working in electric utilities and industries, public authorities, and design offices.

Pavlos S. Georgilakis is currently Assistant Professor at the Production Engineering and Management Department of the Technical University of Crete (TUC), Greece. He has worked in the transformer industry for ten years before joining the TUC. He is the author of two books, more than 50 journal papers and 70 conference papers.

Inhalt
Conventional Transformer Design.- Transformers.- Conventional Transformer Design.- Evaluation and Optimization Methods.- Numerical Analysis.- Classification and Forecasting.- Optimization.- Modern Transformer Design.- Evaluation of Transformer Technical Characteristics.- Transformer Design Optimization.- Transformer Selection.