Engineering Education and Cloud-Based Digital Twins for Electric Power Drive System Diagnostics

Rassudov, Lev; Akmurzin, Eduard; Korunets, Alina; Осипов, Д А

doi:10.1109/iwed52055.2021.9376395

Cited by 14 publications

(3 citation statements)

References 6 publications

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“…In addition, DT models have been deployed in other sectors such as education [11], where DT has been implemented to aid electrical engineering students in diagnosing electrical faults in a controlled environment. This has given the students the opportunity to apply their learning to situations where it would otherwise not be safe to do so while also building versatility in tackling unexpected occurrences.…”

Section: Digital Twin and Industry Sectormentioning

confidence: 99%

A Roadmap to Integrate Digital Twins for Small and Medium-Sized Enterprises

Yasin¹,

Pang²,

Cheng³

et al. 2021

Applied Sciences

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In the last decade, Australian SMEs are steadily becoming more digitally engaged, but they still face issues and barriers to fully adopt Industry 4.0 (I4.0). Among the tools that I4.0 encompasses, digital twin (DT) and digital thread (DTH) technologies hold significant interest and value. Some of the challenges are the lack of expertise in developing the communication framework required for data collection, processing, and storing; concerns about data and cyber security; lack of knowledge of the digitization and visualisation of data; and value generation for businesses from the data. This article aims to demonstrate the feasibility of DT implementation for small and medium-sized enterprises (SMEs) by developing a framework based on simple and low-cost solutions and providing insight and guidance to overcome technological barriers. To do so, this paper first outlines the theoretical framework and its components, and subsequently discusses a simplified and generalised DT model of a real-world physical asset that demonstrates how these components function, how they are integrated and how they interact with each other. An experimental scenario is presented to transform data harvested from a resistance temperature detector sensor connected with a WAGO 750-8102 Programmable Logic Controller for data storage and analysis, predictive simulation and modelling. Our results demonstrate that sensor data could be readily integrated from Internet-of-Things (IoT) devices and enabling DT technologies, where users could view real time data and key performance indicators (KPIs) in the form of a 3D model. Data from both the sensor and 3D model are viewable in a comprehensive history log through a database. Via this technological demonstration, we provide several recommendations on software, hardware, and expertise that SMEs may adopt to assist with their DT implementations.

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Section: Digital Twin and Industry Sectormentioning

confidence: 99%

A Roadmap to Integrate Digital Twins for Small and Medium-Sized Enterprises

Yasin¹,

Pang²,

Cheng³

et al. 2021

Applied Sciences

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“…Whereas IoT data Layer is preprocessed on fog nodes the Fog Layer is responsible for "all data pre-processing activities, including classification, filtering, and abstraction". However, as stated by Rassudov [11] et al, that implies, aside cybersecurity problems, the dependence of the customer from the supplier since the supplier can disable the cloud-based functionalities at any time. These approaches are consistent with Kipper [12] et al review on Education 4.0 that proposes Learning Factories as a connection among universitycompany-government, creating a simulated real work in an innovative and learning environment.…”

Section: Introductionmentioning

confidence: 99%

Increasing interdisciplinarity and science interest on the undergraduate students: the use of an algorithmic ignitor and low-cost sensors in cloud computing

Santos,

Silva,

Silva

et al. 2024

Preprint

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“…However, due to the complexity of the various on-site conditions, project stakeholders, and expectations, the question of how to enhance the construction performance and sustainability of power generation projects is a critical challenge for management practices and decision-makers. To solve these challenges, developing and applying digital technologies in substation construction projects has recently become a priority [5]. BIM technology should be an important and effective tool for power engineering projects due to its ability to achieve flexible information sharing and adaptive interaction [6].…”

Section: Introductionmentioning

confidence: 99%

Framework for Evaluating the BIM Application Performance: A Case Study of a Grid Information Modeling System

Rong¹,

Qi²,

Wu³

et al. 2023

Sustainability

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BIM has played an important role in promoting sustainable development in the construction industry. The lack of an effective system for evaluating BIM application performance has become a major obstacle to BIM application. Therefore, this study develops an indicator evaluation framework that includes benefit factors and cost factors to systematically evaluate the BIM application performance. The evaluation indicators are determined through a scientometric literature review and expert evaluations, and the AHP method is employed to assess the weights of each indicator. A performance index is established and measured through a cost–benefit measurement. The developed evaluation framework and index are applied in a case study of a grid information modeling (GIM) system implemented in a specific UHV substation project. The sensitivity of the evaluation index is further examined. Finally, the recommendations for developing BIM applications like GIM are discussed. Accordingly, this research mainly contributes to developing the BIM application performance evaluation framework and index, which can be used to assess the application performance of digital technologies in the construction industry worldwide. The case experience and recommendations could promote BIM application in the power generation construction industry.

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Engineering Education and Cloud-Based Digital Twins for Electric Power Drive System Diagnostics

Cited by 14 publications

References 6 publications

A Roadmap to Integrate Digital Twins for Small and Medium-Sized Enterprises

A Roadmap to Integrate Digital Twins for Small and Medium-Sized Enterprises

Increasing interdisciplinarity and science interest on the undergraduate students: the use of an algorithmic ignitor and low-cost sensors in cloud computing

Framework for Evaluating the BIM Application Performance: A Case Study of a Grid Information Modeling System

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