Название: Intelligent Automation in Renewable Energy
Автор: Tetyana Baydyk, Ernst Kussul, Donald C. Wunsch II
Издательство: Springer
Серия: Computational Intelligence Methods and Applications
Год: 2019
Язык: английский
Формат: pdf (true), epub
Размер: 63.6 MB
After an introduction to renewable energy technologies, the authors present computational intelligence techniques for optimizing the manufacture of related technologies, including solar concentrators. In particular the authors present new applications for their neural classifiers for image and pattern recognition. The book will be of interest to researchers in computational intelligence, in particular in the domain of neural networks, and engineers engaged with renewable energy technologies. This book presents the design and development of the prototypes of solar concentrators with flat triangular mirrors. We also propose an automatic production tool based on artificial vision, to position the set of nuts that determine the parabolic surface of the solar concentrators. At present, more sophisticated algorithms based on neural networks are being developed. Here, we describe our experiments in the development and applications of such algorithms. We consider some properties, limitations, and problems in how we can apply our methods for intelligent automation.