03601nam a22003974u 4500 10.1002/9781119903895 Wiley 20251030120313.0 cr nn 008mam|a 230929t2023||||xxu fs| |0|| 0|eng|| 9781119903895 electronic 10.1002/9781119903895 doi eng Dai, Renchang aut 91851 Graph Database and Graph Computing for Power System Analysis [electronic resource] Renchang Dai, Guangyi Liu 1 Wiley 2023 Wiley 2023 512pp.; text txt rdacontent computer c rdamedia online resource cr rdacarrier text file rdaft PDF Graph Database and Graph Computing for Power System Analysis Understand a new way to model power systems with this comprehensive and practical guide Graph databases have become one of the essential tools for managing large data systems. Their structure improves over traditional table-based relational databases in that it reconciles more closely to the inherent physics of a power system, enabling it to model the components and the network of a power system in an organic way. The authors' pioneering research has demonstrated the effectiveness and the potential of graph data management and graph computing to transform power system analysis. Graph Database and Graph Computing for Power System Analysis presents a comprehensive and accessible introduction to this research and its emerging applications. Programs and applications conventionally modeled for traditional relational databases are reconceived here to incorporate graph computing. The result is a detailed guide which demonstrates the utility and flexibility of this cutting-edge technology. The book's readers will also find: Design configurations for a graph-based program to solve linear equations, differential equations, optimization problems, and more Detailed demonstrations of graph-based topology analysis, state estimation, power flow analysis, security-constrained economic dispatch, automatic generation control, small-signal stability, transient stability, and other concepts, analysis, and applications An authorial team with decades of experience in software design and power systems analysis Graph Database and Graph Computing for Power System Analysis is essential for researchers and academics in power systems analysis and energy-related fields, as well as for advanced graduate students looking to understand this particular set of technologies. Electric Power Systems 91547 Power Technology & Power Engineering Electric Power Electronics Social networks; systems modeling; graph computing; large-scale algebraic questions; high-dimensional differential equations; optimization problems; parallel computing; machine learning; topology analysis; state estimation; power flow; contingency analysis; economic dispatch; automatic generation control; small-signal stability; transient stability Liu, Guangyi aut 91852 Printed edition: 9781119903864 https://doi.org/10.1002/9781119903895 Wiley Online Library https://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9781119903895 Wiley Online Library Cover Image https://onlinelibrary.wiley.com/cms/asset/c8bd5658-f06b-4ec5-9db4-8a8c2d47604c/9781119903895.cover.gif Wiley Online Library 67118 67118