부산대학교 도서관

국외단행본

Big data analytics framework for smart grids / edited By R.K. Viral, Divya Asija and Surender Reddy Salkuti.

Boca Raton : CRC Press , 2024.

xviii, 232 p. : ill. ; 24 cm.

Includes bibliographical references.

Necessities of big data in smart grid / Anita Devi Ningthoujam, Divya Asija and R K Viral -- Challenges and opportunities in the development of a smart grid system in the India / Sumit Kushwaha -- Why big data for smart cities? / Sudiksha Sharma and Sachin Sharma -- Big data for smart grid : a way forward / Sachin Sharma and Devyanshi Bansal -- Advanced machine learning methods for big data analytics used in smart grid / R.K. Viral and Divya Asija -- Perspective of cyber security and ethical hacking with vulnerability assessment and exploitation tools / Devyanshi Bansal, Madhulika Bhatia, Aniruddh Atrey and Arun Kumar Yadav -- Communication and measurement technologies for smart grid / Vishal Kumar Gaur and Subho Paul -- Bigdata for smart grid : a case study / Taha A. Taha, Mohd Khair Hassan, Noor Izzri Abdul Wahab and Hussein I. Zaynal -- Big data and smart grid : implementation based case study / Jameer Kotwal, Ramgopal Kashyap, and Pathan Shafi -- Big data analytics- a holistic assessment of paradigm shift challenges and opportunities for future smart grid / Divya Asija and R.K. Viral.

"The text comprehensively discusses smart grid operations and the use of big data analytics in overcoming the existing challenges. It covers smart power generation, transmission, and distribution, explains energy management system, artificial intelligence, and machine learning based computing. The book presents a detailed state-of-the-art analysis of big data analytics and its uses in power grids and describes how the big data analytics framework has been used to display energy in two scenarios including a single house and a smart grid with over thousands of smart meters. It explores the role of the internet of things, artificial intelligence, and machine learning in smart grids while also discussing edge analytics for integration of generation technologies, and decision-making approaches in detail. It further examines research limitations and presents recommendations for further research to incorporate big data analytics into power system design and operational frameworks. The text presents a comprehensive study and assessment of the state-of-the-art research and development related to unique needs of electrical utility grids, including operational technology, storage, processing, and communication systems. It further discusses important topics such as complex adaptive power system, self-healing power system, smart transmission, and distribution networks, and smart metering infrastructure. It will serve as an ideal reference text for senior undergraduate, graduate student, and academic researchers in the areas such as electrical engineering, electronics and communications engineering, computer engineering, and information technology"-- Provided by publisher.

Smart power grids, Data processing.
Big data.

9781032392905 9781032665382

005.7 B592v