 | | 系統號碼 | 943249 | | 書刊名 | Applications of big data and artificial intelligence in smart energy systems. Energy planning, operations, control and market perspectives / Volume 2, | | 主要著者 | edited by Neelu Nagpal, Hassan Haes Alhelou, Pierluigi Siano, Sanjeevikumar Padmanaban, D. Lakshmi. | | 其他著者 | Nagpal, Neetika Kaushal,;Alhelou, Hassan Haes, 1988-;Siano, Pierluigi, ;Sanjeevikumar, Padmanaban, 1978-;Lakshmi, D., | | 出版項 | Gistrup : River Publishers, 2023. | | 索書號 | TK3105 | | ISBN | 9788770228268 | | 標題 | Smart power grids.
Big data-Industrial applications.
Artificial intelligence-Industrial applications.
Re?seaux e?lectriques intelligents.
Donne?es volumineuses-Applications industrielles. | | 電子資源 | https://ieeexplore.ieee.org/servlet/opac?bknumber=10173467 | | 叢書名 | River Publishers series in computing and information science and technology;River Publishers series in computing and information science and technology. | | | |
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| 內容簡介 | In the era of propelling traditional energy systems to evolve towards smart energy systems, systems, including power generation energy storage systems, and electricity consumption have become more dynamic. The quality and reliability of power supply are impacted by the sporadic and rising use of electric vehicles, and domestic and industrial loads. Similarly, with the integration of solid state devices, renewable sources, and distributed generation, power generation processes are evolving in a variety of ways. Several cutting-edge technologies are necessary for the safe and secure operation of power systems in such a dynamic setting, including load distribution automation, energy regulation and control, and energy trading. This book covers the applications of various big data analytics, artificial intelligence, and machine learning technologies in smart grids for demand prediction, decision-making processes, policy, and energy management. The book delves into the new technologies such as the Internet of Things, blockchain, etc. for smart home solutions, and smart city solutions in depth in the context of the modern power systems. Technical topics discussed in the book include: • Hybrid smart energy system technologies • Energy demand forecasting • Use of different protocols and communication in smart energy systems • Power quality and allied issues and mitigation using AI • Intelligent transportation • Virtual power plants • AI business models. |
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