03505nam a22003734u 450000100220000000300060002200500170002800700150004500800410006002000300010102400310013104100080016210000230017024501150019325000060030826000160031426400160033030000120034633600260035833700260038433800360041034700210044634700080046752018360047565000270231165000410233865000310237965303550241070000220276577600360278785600640282385601020288785601420298910.1002/9781119903895Wiley20251030120313.0cr nn 008mam|a230929t2023||||xxu    fs|   |0|| 0|eng||  a9781119903895qelectronic7 a10.1002/97811199038952doi  aeng1 aDai, Renchang4aut10aGraph Database and Graph Computing for Power System Analysish[electronic resource]cRenchang Dai, Guangyi Liu  a1  bWileyc2023 1bWileyc2023  a512pp.;  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext file2rdaft  bPDF  aGraph 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. 4aElectric Power Systems 4aPower Technology & Power Engineering 4aElectric Power Electronics00aSocial 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 stability1 aLiu, Guangyi4aut08iPrinted edition:z978111990386440uhttps://doi.org/10.1002/9781119903895aWiley Online Library40uhttps://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9781119903895aWiley Online Library423Cover Imageuhttps://onlinelibrary.wiley.com/cms/asset/c8bd5658-f06b-4ec5-9db4-8a8c2d47604c/9781119903895.cover.gifaWiley Online Library