Energy Management Expert Assistant, a New Concept

Author:

Linan-Reyes MatiasORCID,Garrido-Zafra JoaquinORCID,Gil-de-Castro AuroraORCID,Moreno-Munoz AntonioORCID

Abstract

In recent years, interest in home energy management systems (HEMS) has grown significantly, as well as the development of Voice Assistants that substantially increase home comfort. This paper presents a novel merging of HEMS with the Assistant paradigm. The combination of both concepts has allowed the creation of a high-performance and easy-to-manage expert system (ES). It has been developed in a framework that includes, on the one hand, the efficient energy management functionality boosted with an Internet of Things (IoT) platform, where artificial intelligence (AI) and big data treatment are blended, and on the other hand, an assistant that interacts both with the user and with the HEMS itself. The creation of this ES has made it possible to optimize consumption levels, improve security, efficiency, comfort, and user experience, as well as home security (presence simulation or security against intruders), automate processes, optimize resources, and provide relevant information to the user facilitating decision making, all based on a multi-objective optimization (MOP) problem model. This paper presents both the scheme and the results obtained, the synergies generated, and the conclusions that can be drawn after 24 months of operation.

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry

Reference95 articles.

1. Control of microgrids: Aspects and prospects

2. Application of 5G next generation network to Internet of Things

3. The role of 5G wireless networks in the internet-of- things (IoT)

4. Devices and Sensors Applicable to 5G System Implementations

5. Redefining Home Performance in the 21st Century https://web.archive.org/web/20200131171346/http://www.homeperformance.org/sites/default/files/HPC_Smart-Home-Report_201810.pdf

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