Graph database and graph computing for power system analysis /
"This book is a summary of cutting-edge research in graph data management and graph parallel computing on power system analysis. The authors offer extensive industry experience in designing and implementing graph computing based power system applications. The traditional relational database is...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Hoboken, New Jersey : Piscataway, NJ :
John Wiley & Sons, Inc. ; IEEE Press,
[2024]
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| Series: | IEEE Press series on power and energy systems ;
126 |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | "This book is a summary of cutting-edge research in graph data management and graph parallel computing on power system analysis. The authors offer extensive industry experience in designing and implementing graph computing based power system applications. The traditional relational database is replaced by graph database to model power system and implement applications at the first time. Using the graph database, the program to solve large-scale algebraic equations, high dimensional differential equations, and optimization problems is reconfigured and redesigned to accommodate graph parallel computing in this book. Graph-based nodal and hierarchical parallelism are explored to achieve high computation efficiency. The implementations of graph computing based topology analysis, state estimation, power flow, contingency analysis, security constrained automatic generation control, security constrained unit commitment, and transient simulation are demonstrated in detail."-- |
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| Physical Description: | 1 online resource (xvii, 485 pages) : illustrations (chiefly color). |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781119903888 1119903882 9781119903871 1119903874 9781119903895 1119903890 |