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About Mobile Apps Meet The Smart Energy Grid: A Survey On Consumer Engagement and Machine Learning Applications
This document is a survey paper on mobile apps for engaging smart grid consumers and providing them with information to encourage energy efficiency. It focuses on how machine learning approaches can optimize consumer flexibility and energy savings through detailed consumer profiling and modeling. The paper conducts a novel survey and analysis of prior work on smart grid mobile apps, identifying gaps. It discusses features of app designs like motivation techniques, gamification, consumer profiling, and the role of machine learning. Different apps are compared based on features that affect consumer energy efficiency, such as data visualization, recommendations, and machine learning integration. The goal is to assess the state-of-the-art and highlight future research directions.
Detailed Information
| Author: | ['Jose María Cotes '] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 24 |
| Language: | English |
| Format: | |
| Price: | FREE |
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