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LAP Lambert Academic Publishing Data Communication and Analytics for Smart Grid Systems: Diverse Forecasting Models

Name: Data Communication and Analytics for Smart Grid Systems: Diverse Forecasting Models
Brand: LAP Lambert Academic Publishing
Price: 55.0 GBP
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Electronics Engineering

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Description

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.

Product Specifications

Brand: LAP Lambert Academic Publishing
Format: paperback
ASIN: 6202924268
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Electronics & Communications Engineering > Electronics Engineering
Domain: Amazon UK
Release Date: 05 November 2020
Listed Since: 08 May 2020

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It has never been this cheap. We have no record of a lower price.

LAP Lambert Academic Publishing Data Communication and Analytics for Smart Grid Systems: Diverse Forecasting Models

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Price Distribution

Price Analysis

Description

Product Specifications

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