Applications of Big Data and Artificial Intelligence in Smart Energy Systems(River Publishers Series in Computing and Information Science and Technology)

大数据与人工智能的智能能源系统应用 第2卷:能源规划、操作、控制与市场展望

能源化学

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作      者
出  版 社
出版时间
2023年08月31日
装      帧
精装
ISBN
9788770228275
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页      码
320
开      本
234 x 156 mm (6.14 x 9.21
语      种
英文
版      次
1
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图书简介
This book covers smart grid applications of various big data analytics, artificial intelligence, and machine learning technologies for demand prediction, decision-making processes, policy, and energy management. It 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.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.Technical topics discussed in the book include:¿¿¿¿¿¿¿¿ Hybrid smart energy system technologiesEnergy demand forecastingUse of different protocols and communication in smart energy systemsPower quality and allied issues and mitigation using AIIntelligent transportationVirtual power plantsAI business models
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