Data Communication and Analytics for Smart Grid Systems

Name: Data Communication and Analytics for Smart Grid Systems
Brand: LAP LAMBERT Academic Publishing
SKU: 9786202924269
Price: 56.74 EUR
Availability: InStock

Автор: Zied Bouida, Mohamed Ibnkahla

Език:

Корици: С меки корици

Издател: LAP LAMBERT Academic Publishing

Наличност: Външен склад

Изпращаме след 5-8 дни

56.74 € 110.98 лв

Energy utilities are constantly under pressure to meet the growing complicated energy demands. The t...

Информация за книгата

Автор

Zied Bouida, Mohamed Ibnkahla

Език

Английски език

Корици

Книга - С меки корици

Издадена

2020

страници

136

EAN

9786202924269

ISBN

6202924268

Enbook ID

36910389

Издател

LAP LAMBERT Academic Publishing

Теглоt

221

Размери

150 x 220 x 8

Пълно описание

Energy utilities are constantly under pressure to meet the growing complicated energy demands. The traditional energy grid allows for one-way communication of energy usage between customers and utilities. This does not allow utilities to control or to suggest any changes in the consumption based on the obtained energy data. In this book, we design and implement innovative secure and reliable two-way communication between homes and the Utility. In this context, different houses communicate their energy usage, while an electric transformer relays action requests from the energy utility's headquarters. This enables the real-time tracking of energy usage by both consumers and the utility. Therefore, the efficiency of energy generation and distribution is enhanced, and consumers are empowered to make smarter decisions about their consumption. To this end, we develop and compare several machine Learning and Data Analytics models predicting energy consumption. The obtained results show that our proposed models perform better than existing ones for time-series energy forecasting.

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Data Communication and Analytics for Smart Grid Systems

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