 Название: AI and Blockchain in Smart Grids: Fundamentals, Methods, and Applications
Автор: Amit Kumar Tyagi, Shrikant Tiwari
Издательство: CRC Press
Год: 2025
Страниц: 374
Язык: английский
Формат: pdf (true), epub
Размер: 33.2 MB
AI and Blockchain in Smart Grids: Fundamentals, Methods, and Applications examines the cutting-edge solution that combines Artificial Intelligence (AI), blockchain technology, and digital twin concepts to innovate the management and optimization of electrical power distribution. This innovative approach enhances the resilience, efficiency, and security of electricity grids while providing real-time insights for grid operators and stakeholders.
Majority of Artificial Intelligence (AI) include Machine Learning algorithms. Machine Learning is one of the upcoming fields in technological growth that concentrates on the design and development of logical algorithms and statistical models. These algorithms and models facilitate the computers to improve its performance on a precise task.
Usually a computer learns from programming, but in case of Machine Learning technique, computer learns from the data or examples rather than explicitly being programmed. Computer can frame a general rule(s) from the historical data so that it can make decisions on its own like humans. So the art of taking data-driven decision-making is a key factor in Machine Learning.
The book covers such key elements as using:
Digital twins in smart grids to gather real-time data from various grid components
AI-powered analytics to process the data generated by digital twins and to analyze this information to detect patterns, predict grid failures, and recommend adjustments to enhance a grid's performance
Blockchain-based security to ensure the secure and transparent management of data within a smart grid, especially a tamper-resistant ledger to store information related to energy production, distribution, and consumption
Decentralized data sharing to allow grid data to be shared securely among various stakeholders, including utilities, regulators, and consumers
Grid optimization techniques to improve electricity distribution, reduce energy waste, and balance supply and demand efficiently
Select real-world case studies and practical examples demonstrate how AI and blockchain are currently being applied to enhance grid management, energy distribution, and sustainability. By explaining to researchers, academics, and students how AI and blockchain can revolutionize electricity distribution and make grids smarter, more secure, and environmentally friendly, the book points to a future where grid operators, regulators, and consumers will benefit from real-time data and a resilient, efficient energy ecosystem.
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AI and Blockchain in Smart Grids: Fundamentals, Methods, and Applications 
