Smart Meter Data Analytics
Electricity Consumer Behavior Modeling, Aggregation, and Forecasting
Yi Wang author Qixin Chen author Chongqing Kang author
Format:Paperback
Publisher:Springer Verlag, Singapore
Published:25th Feb '21
Currently unavailable, and unfortunately no date known when it will be back
This paperback is available in another edition too:
- Hardback£109.99(9789811526237)
This book aims to make the best use of fine-grained smart meter data to process and translate them into actual information and incorporated into consumer behavior modeling and distribution system operations. It begins with an overview of recent developments in smart meter data analytics. Since data management is the basis of further smart meter data analytics and its applications, three issues on data management, i.e., data compression, anomaly detection, and data generation, are subsequently studied. The following works try to model complex consumer behavior. Specific works include load profiling, pattern recognition, personalized price design, socio-demographic information identification, and household behavior coding. On this basis, the book extends consumer behavior in spatial and temporal scale. Works such as consumer aggregation, individual load forecasting, and aggregated load forecasting are introduced. We hope this book can inspire readers to define new problems, apply novel methods, and obtain interesting results with massive smart meter data or even other monitoring data in the power systems.
ISBN: 9789811526268
Dimensions: unknown
Weight: unknown
293 pages
1st ed. 2020