Smart Meter Data Analytics

Name: Smart Meter Data Analytics
Brand: Springer Verlag, Singapore
SKU: 9789811526268
Price: 2234 CZK
Availability: InStock

Autor: Qixin Chen, Chongqing Kang

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer Verlag, Singapore

Dostupnost: Skladem u dodavatele

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2 234 Kč

This book aims to make the best use of fine-grained smart meter data to process and translate them i...

Informace o knize

Autor

Qixin Chen, Chongqing Kang

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2021

Stránek

316

EAN

9789811526268

ISBN

9811526265

Enbook ID

35352620

Vydavatel

Springer Verlag, Singapore

Hmotnost

482

Rozměry

155 x 235 x 18

Kompletní popis

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.

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