Smart Meter Data Analytics

Name: Smart Meter Data Analytics
Brand: Springer Verlag, Singapore
SKU: 9789811526268
Price: 103.27 EUR
Availability: InStock

Автор: Qixin Chen, Chongqing Kang

Език:

Корици: С меки корици

Издател: Springer Verlag, Singapore

Наличност: Външен склад

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103.27 € 201.98 лв

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

Информация за книгата

Автор

Qixin Chen, Chongqing Kang

Език

Английски език

Корици

Книга - С меки корици

Издадена

2021

страници

316

EAN

9789811526268

ISBN

9811526265

Enbook ID

35352620

Издател

Springer Verlag, Singapore

Теглоt

482

Размери

155 x 235 x 18

Пълно описание

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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