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XML is rapidly becoming the Internet standard for data representation and exchange. As a result, the number and size of XML documents is growing very fast. Large XML documents take more time to process and more time to do backup and recover. Hence, the efficient management of XML data is essential. Partitioning data is one way to process and efficiently manage a large database. Nearly all research studies have concentrated on optimizing query processing and indexing XML documents. Little work has been done on partitioning XML data. In this book, we are proposing a storage system called...

Intelligent Data Analytics for Solar Energy Prediction and Forecasting: Advances in Resource Assessment and PV Systems Optimization explores the utilization of advanced neural networks, machine learning and data analytics techniques for solar radiation prediction, solar energy forecasting, installation and maximum power generation. The book addresses relevant input variable selection, solar resource assessment, tilt angle calculation, and electrical characteristics of PV modules, including detailed methods, coding, modeling and experimental analysis of PV power generation under outdoor...