Interactive Smart Space for Single-Person Households Using Electroencephalogram through Fusion of Digital Twin and Artificial Intelligence

The core technology for building a smart space includes the capability to analyse the space for users using various sensors. The purpose of this study was to propose a personalised interactive smart space implementation model driven by the fusion of digital twin (DT) and artificial intelligence (AI)...

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Autor principal:	Seung Yeul Ji
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	smart space smart environment digital twin (DT) electroencephalogram artificial intelligence Technology T
Acceso en línea:	https://doaj.org/article/3d0fd0d26f834f41834c2be9c89b828e
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id	oai:doaj.org-article:3d0fd0d26f834f41834c2be9c89b828e
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spelling	oai:doaj.org-article:3d0fd0d26f834f41834c2be9c89b828e2021-11-25T17:28:37ZInteractive Smart Space for Single-Person Households Using Electroencephalogram through Fusion of Digital Twin and Artificial Intelligence10.3390/en142277711996-1073https://doaj.org/article/3d0fd0d26f834f41834c2be9c89b828e2021-11-01T00:00:00Zhttps://www.mdpi.com/1996-1073/14/22/7771https://doaj.org/toc/1996-1073The core technology for building a smart space includes the capability to analyse the space for users using various sensors. The purpose of this study was to propose a personalised interactive smart space implementation model driven by the fusion of digital twin (DT) and artificial intelligence (AI) based on electroencephalogram (EEG) data. This study utilised a handheld EEG sensor to identify a user’s emotion information and focused on the connection with the space. A smart space for single-person households that responds to EEG-based biometric information was designed for an interactive space that can improve the current emotional state of the space user. The technical characteristics of DT and AI were analysed to control spatial changes according to the user’s emotional state and to address safety-related issues. Furthermore, a fusion mechanism for DT and AI was developed for intelligent motor control to change the dimensions of the space in order to improve the EEG state of the user. In addition, using an AI model that converts EEG data into emotional state information, the user’s emotional state was analysed, and key issues related to the spatial dimensions and change of space that induce psychological stability were investigated.Seung Yeul JiMDPI AGarticlesmart spacesmart environmentdigital twin (DT)electroencephalogramartificial intelligenceTechnologyTENEnergies, Vol 14, Iss 7771, p 7771 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	smart space smart environment digital twin (DT) electroencephalogram artificial intelligence Technology T
spellingShingle	smart space smart environment digital twin (DT) electroencephalogram artificial intelligence Technology T Seung Yeul Ji Interactive Smart Space for Single-Person Households Using Electroencephalogram through Fusion of Digital Twin and Artificial Intelligence
description	The core technology for building a smart space includes the capability to analyse the space for users using various sensors. The purpose of this study was to propose a personalised interactive smart space implementation model driven by the fusion of digital twin (DT) and artificial intelligence (AI) based on electroencephalogram (EEG) data. This study utilised a handheld EEG sensor to identify a user’s emotion information and focused on the connection with the space. A smart space for single-person households that responds to EEG-based biometric information was designed for an interactive space that can improve the current emotional state of the space user. The technical characteristics of DT and AI were analysed to control spatial changes according to the user’s emotional state and to address safety-related issues. Furthermore, a fusion mechanism for DT and AI was developed for intelligent motor control to change the dimensions of the space in order to improve the EEG state of the user. In addition, using an AI model that converts EEG data into emotional state information, the user’s emotional state was analysed, and key issues related to the spatial dimensions and change of space that induce psychological stability were investigated.
format	article
author	Seung Yeul Ji
author_facet	Seung Yeul Ji
author_sort	Seung Yeul Ji
title	Interactive Smart Space for Single-Person Households Using Electroencephalogram through Fusion of Digital Twin and Artificial Intelligence
title_short	Interactive Smart Space for Single-Person Households Using Electroencephalogram through Fusion of Digital Twin and Artificial Intelligence
title_full	Interactive Smart Space for Single-Person Households Using Electroencephalogram through Fusion of Digital Twin and Artificial Intelligence
title_fullStr	Interactive Smart Space for Single-Person Households Using Electroencephalogram through Fusion of Digital Twin and Artificial Intelligence
title_full_unstemmed	Interactive Smart Space for Single-Person Households Using Electroencephalogram through Fusion of Digital Twin and Artificial Intelligence
title_sort	interactive smart space for single-person households using electroencephalogram through fusion of digital twin and artificial intelligence
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/3d0fd0d26f834f41834c2be9c89b828e
work_keys_str_mv	AT seungyeulji interactivesmartspaceforsinglepersonhouseholdsusingelectroencephalogramthroughfusionofdigitaltwinandartificialintelligence
_version_	1718412278770958336

Interactive Smart Space for Single-Person Households Using Electroencephalogram through Fusion of Digital Twin and Artificial Intelligence

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