The Potential of Augmented Reality for Digital Twins: A Literature Review

Künz, Andreas; Rosmann, Sabrina; Loria, Enrica; Pirker, Johanna

doi:10.1109/vr51125.2022.00058

Cited by 26 publications

(15 citation statements)

References 66 publications

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“…In the last two years, a number of review articles on DT-related themes have been published, with their focus and outcome summarized in Table 3. Kunz et al [24] suggested that nearly all papers "neglect the human factor". Hosamo et al [23] concluded that Occupant Centric Building Design is "least developed".…”

Section: Related Reviewsmentioning

confidence: 99%

Human-Centric Digital Twins in Industry: A Comprehensive Review of Enabling Technologies and Implementation Strategies

Asad

Khan

Khalid

et al. 2023

Sensors

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The last decade saw the emergence of highly autonomous, flexible, re-configurable Cyber-Physical Systems. Research in this domain has been enhanced by the use of high-fidelity simulations, including Digital Twins, which are virtual representations connected to real assets. Digital Twins have been used for process supervision, prediction, or interaction with physical assets. Interaction with Digital Twins is enhanced by Virtual Reality and Augmented Reality, and Industry 5.0-focused research is evolving with the involvement of the human aspect in Digital Twins. This paper aims to review recent research on Human-Centric Digital Twins (HCDTs) and their enabling technologies. A systematic literature review is performed using the VOSviewer keyword mapping technique. Current technologies such as motion sensors, biological sensors, computational intelligence, simulation, and visualization tools are studied for the development of HCDTs in promising application areas. Domain-specific frameworks and guidelines are formed for different HCDT applications that highlight the workflow and desired outcomes, such as the training of AI models, the optimization of ergonomics, the security policy, task allocation, etc. A guideline and comparative analysis for the effective development of HCDTs are created based on the criteria of Machine Learning requirements, sensors, interfaces, and Human Digital Twin inputs.

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Section: Related Reviewsmentioning

confidence: 99%

Human-Centric Digital Twins in Industry: A Comprehensive Review of Enabling Technologies and Implementation Strategies

Asad

Khan

Khalid

et al. 2023

Sensors

View full text Add to dashboard Cite

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“…Previous research also mentions that with having control, tracking, and monitoring of construction machinery remotely may expedite certain on-site operations, along with improving operation precision and safety (Hasan, et al, 2022;Künz, et al, 2022). In the construction industry, focus on implementing DT with AR has intensi ed recently mainly in categories of visualization, guidance, education.…”

Section: Lie Et Al (2017) Proposed An Ar-assisted Intelligentmentioning

confidence: 99%

“…In the construction industry, focus on implementing DT with AR has intensi ed recently mainly in categories of visualization, guidance, education. and manufacturing (El Jazzar, et al, 2020; Künz, et al, 2022). DT is rapidly being implemented in multiple sectors of construction due to its potential to leverage construction data (El Jazzar, et al, 2020).…”

Section: Lie Et Al (2017) Proposed An Ar-assisted Intelligentmentioning

confidence: 99%

“…As the boundary between physical and virtual environment is being obscured, researchers and practitioners are nding ways to integrate advanced technologies for improving life and operation e ciency. The cutting-edge concept of DT can be implemented with AR or Mixed Reality (MR) for education, training, productivity, and safety (Künz, et al, 2022). Moreover, integrating the powerful capabilities of the visualization of AR with DT can be an effective tool for facility management and maintenance with tasking feature of TES chiller plant as adding tasks can enhance user reaction and attention (Syiem, et al, 2021).…”

Section: Introductionmentioning

confidence: 99%

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Efficient Thermal-Energy-Storage Chiller Plant Facility Management with Digital Twin-assisted Augmented Reality Application

Sanzana

Abdulrazic

Wong

et al. 2022

Preprint

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This paper contributes to an interesting method of Digital Twin (DT)-assisted Augmented Reality (AR) application for the Thermal-Energy-Storage chiller plant facility management. AR with DT can greatly facilitate management and maintenance of complex Thermal-Energy-Storage Chiller Plants with better and remote accessibility, as well as improved communication among staff. This involves utilizing AR for viewing the chiller plant with related maintenance details. Besides, this application will be assisted by DT to allow a real-time update about when certain components are maintained. The manager can input information regarding maintenance tasks he wants to be completed using the AR application. A chiller plant is an unsuitable and noisy environment with various pieces of equipment for some individuals. Moreover, sometimes a chiller plant is situated in the basement and requires the manager to physically perform supervision visits. This paper provides an innovative framework that will allow facility managers to maintain and manage the chiller plants remotely. Furthermore, it also provides an opportunity for disabled people to pursue such management roles as they can simply view and manage from their smartphones.

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“…Considering the potential bene ts of AR in facility management, especially its ability to provide essential virtual information while keeping the user anchored in the real environment, researchers and practitioners seek ways to integrate advanced technologies for improved e ciency and operations. The concept of DT, when combined with AR or Mixed Reality (MR), opens up possibilities for education, training, productivity, and safety applications (Künz, et al, 2022).…”

Section: Introductionmentioning

confidence: 99%

Efficient Thermal-Energy-Storage Chiller Plant Facility Management with Digital Twin-assisted Augmented Reality Application

Sanzana,

Abdulrazic,

Wong

et al. 2023

Preprint

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This study investigates the promising potential of integrating Augmented Reality (AR) and Digital Twin (DT) technologies within the context of Thermal-Energy-Storage (TES) chiller plants' facility management. The objective is to address the challenges posed by noise and discomfort, while also enhancing the efficiency of maintenance tasks. Drawing insights from a survey involving 17 facility management experts, the research unveils that 76.47% of respondents perceived the chiller plant environment as noisy, with 35.29% reporting discomfort. The outcomes reveal a clear inclination towards AR, preferred over Virtual Reality (VR) due to its accessibility and user-friendliness, requiring no additional equipment. Participants laud the remote accessibility and real-time updates facilitated by the AR application enriched with DT assistance. Nevertheless, the study underscores the importance of factoring in hardware limitations and device compatibility during the implementation of AR solutions. Overall, the outcomes affirm the viability and advantages of harnessing AR and DT technologies for enhancing facility management practices in TES chiller plants, all the while acknowledging the avenues for future research and enhancements.

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The Potential of Augmented Reality for Digital Twins: A Literature Review

Cited by 26 publications

References 66 publications

Human-Centric Digital Twins in Industry: A Comprehensive Review of Enabling Technologies and Implementation Strategies

Human-Centric Digital Twins in Industry: A Comprehensive Review of Enabling Technologies and Implementation Strategies

Efficient Thermal-Energy-Storage Chiller Plant Facility Management with Digital Twin-assisted Augmented Reality Application

Efficient Thermal-Energy-Storage Chiller Plant Facility Management with Digital Twin-assisted Augmented Reality Application

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