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Topic Review
Digital Twin Technology for Building Information Modeling
Digital twin (DT) technology, which lies at the core of Industry 4.0, has gained widespread adoption in various fields, including building energy analysis. With the ability to monitor, optimize, and predict building energy consumption in real time. DT technology has enabled sustainable building energy management and cost reduction.
  • 195
  • 17 Nov 2023
Topic Review
Digital Twin Technology in a Human-in-Loop Setting
The increase in computational capability has led to an unprecedented increase in the range of new applications where machine learning can be used in real time. Notwithstanding the range of use cases where automation is now feasible, humans are likely to retain a critical role in the operation and certification of manufacturing systems for the foreseeable future. Digital twin technology is a virtual representation of a system, updated by real-time data, that uses simulation, machine learning (ML), and reasoning to enhance decision-making. This idea promises to give production systems real-time control.
  • 713
  • 31 Jan 2023
Topic Review
Digital Twin Technology in Data Center Simulations
Mining activities often deem mine sites as temporary, leading to their eventual reclamation, rehabilitation, or abandonment. The abandoned mine sites can be reimagined as strategic assets, thus providing economic benefits while adhering to critical data center infrastructure standards.
  • 193
  • 05 Dec 2023
Topic Review
Digital Twin-Based Numerical Simulation for Cold-Formed Steel Members
Cold-formed steel (CFS) members are manufactured at room temperature, offering benefits such as high strength, ease of transportation, and rapid erection and construction. The Digital Twin (DT)-based numerical simulation method is developed using the actual geometries of CFS shapes, which are acquired by a 3D laser scanner. 
  • 299
  • 10 Oct 2023
Topic Review
Digital Twin: Origin to Future
Digital Twin (DT) refers to the virtual copy or model of any physical entity (physical twin) both of which are interconnected via exchange of data in real time. Conceptually, a DT mimics the state of its physical twin in real time and vice versa. Application of DT includes real-time monitoring, designing/planning, optimization, maintenance, remote access, etc. Its implementation is expected to grow exponentially in the coming decades. The advent of Industry 4.0 has brought complex industrial systems that are more autonomous, smart, and highly interconnected. These systems generate considerable amounts of data useful for several applications such as improving performance, predictive maintenance, training, etc. A sudden influx in the number of publications related to ‘Digital Twin’ has led to confusion between different terminologies related to the digitalization of industries. Another problem that has arisen due to the growing popularity of DT is a lack of consensus on the description of DT as well as so many different types of DT, which adds to the confusion. This paper intends to consolidate the different types of DT and different definitions of DT throughout the literature for easy identification of DT from the rest of the complimentary terms such as ‘product avatar’, ‘digital thread’, ‘digital model’, and ‘digital shadow’. The paper looks at the concept of DT since its inception to its predicted future to realize the value it can bring to certain sectors. Understanding the characteristics and types of DT while weighing its pros and cons is essential for any researcher, business, or sector before investing in the technology.
  • 6.3K
  • 25 Jun 2021
Topic Review
Digital Twins and Federated Learning
As a result of the advancement in the fourth industrial revolution and communication technology, the use of digital twins (DT) and federated learning (FL) in the industrial Internet of Things (IIoT), the Internet of Vehicles (IoV), and the Internet of Drones (IoD) is increasing. DT provides a virtual simulation of the networks, whereas FL involves collaborative learning and enhances the privacy and security of the network. The application of DT and FL has been proven to be efficient in increasing the performance of the IIoT, IoV, and IoD.
  • 1.0K
  • 01 Jul 2022
Topic Review
Digital Twins and Key Performance Indications
A dashboard application is proposed and developed to act as a Digital Twin that would indicate the Measured Value to be held accountable for any future failures. The dashboard is implemented in the Java programming language, while information is stored into a Database that is aggregated by an Online Analytical Processing (OLAP) server. This achieves easy Key Performance Indicators (KPIs) visualization through the dashboard.
  • 1.3K
  • 09 Sep 2022
Topic Review
Digital Twins Concept Integration in Livestock Farming
The potential application of the digital twins concept and its principles to all industries, including agriculture, has been the subject of considerable research interest. Since livestock farming is one of the mainstays of the agricultural industry, contributing to food security as well as employment and income generation, digital twins appear to be a promising technology to address issues related to the intensive nature of livestock production systems, which are typically characterized by high levels of input and output.
  • 229
  • 11 Mar 2024
Topic Review
Digital Twins for Additive Manufacturing
A brief state-of-the-art  introduction of digital twins for additive manufacturing.
  • 2.1K
  • 17 Feb 2021
Topic Review
Digital Twins for Home Remote Motor Rehabilitation
The COVID-19 pandemic created the need for telerehabilitation development, while Industry 4.0 brought the key technology. As motor therapy often requires the physical support of a patient’s motion, combining robot-aided workouts with remote control is a promising solution. This may be realised with the use of the device’s digital twin so as to give it an immersive operation. Such technology may be used for manual remote kinesiotherapy, combined with the safety systems predicting potentially harmful situations. The concept is universally applicable to rehabilitation robots.
  • 538
  • 18 Jan 2023
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