Smart Meter Data Analytics

Name: Smart Meter Data Analytics
Brand: Springer Verlag, Singapore
SKU: 9789811526268
Price: 97.74 EUR
Availability: InStock

Autor: Qixin Chen, Chongqing Kang

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer Verlag, Singapore

Dostupnosť: Skladom u dodávateľa

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97.74 €

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

Informácie o knihe

Autor

Qixin Chen, Chongqing Kang

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2021

Stránok

316

EAN

9789811526268

ISBN

9811526265

Enbook ID

35352620

Vydavateľ

Springer Verlag, Singapore

Hmotnosť

482

Rozmery

155 x 235 x 18

Kompletný 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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