Malik Hasmat, Ahmad MD Waseem, Kothari D. P. Intelligent Data Analytics for Power and Energy Systems 9789811660801

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Автор: Malik Hasmat, Ahmad MD Waseem, Kothari D. P.
Название: Intelligent Data Analytics for Power and Energy Systems
ISBN: 9789811660801
Издательство: Springer
Классификация:

Технологии производства энергии и энергетика

Искусственный интеллект

ISBN-10: 9811660808
Обложка/Формат: Hardcover
Страницы: 664
Вес: 1.10 кг.
Дата издания: 21.03.2022
Серия: Lecture notes in electrical engineering
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 100 tables, color; 271 illustrations, color; 141 illustrations, black and white; xxii, 641 p. 412 illus., 271 illus. in color.
Размер: 23.39 x 15.60 x 3.66 cm
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book brings together state-of-the-art advances in intelligent data analytics as driver of the future evolution of PaE systems. In the modern power and energy (PaE) domain, the increasing penetration of renewable energy sources (RES) and the consequent empowerment of consumers as a central and active solution to deal with the generation and development variability are driving the PaE system towards a historic paradigm shift. The small-scale, diversity, and especially the number of new players involved in the PaE system potentiate a significant growth of generated data. Moreover, advances in communication (between IoT devices and M2M: machine to machine, man to machine, etc.) and digitalization hugely increased the volume of data that results from PaE components, installations, and systems operation. This data is becoming more and more important for PaE systems operation, maintenance, planning, and scheduling with relevant impact on all involved entities, from producers, consumer,s and aggregators to market and system operators. However, although the PaE community is fully aware of the intrinsic value of those data, the methods to deal with it still necessitate substantial enhancements, development and research. Intelligent data analytics is thereby playing a fundamental role in this domain, by enabling stakeholders to expand their decision-making method and achieve the awareness on the PaE environment. The editors also included demonstrated codes for presented problems for better understanding for beginners.
Дополнительное описание: Intelligent Approach for Analysis and Diagnosis of Attack, Fault and Load Variation in SCADA Systems: A Power System Application.- Intelligent Approach for Distributed Generation Planning and Distribution Network Reconfiguration Using Metaheuristic Techni

Intelligent Data Analytics for Power and Energy Systems, Malik Hasmat, Ahmad MD Waseem, Kothari D. P.