Development of Digital Twin with External Data Resources in Manufacturing with Complex Algorithms

Although computational methods have historically been utilized by architecture companies, they are now becoming more and more common in popular constructions for automated process Digital Twin (DT) design, as-built assessment, and parametric simulation techniques. This study shows how workflow might...

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Vydané v:SN computer science Ročník 4; číslo 5; s. 611
Hlavní autori: Vijayalakshmi, N., Roopa, Y. Mohana, Ashreetha, B., Ramesh, J. V. N., Rao, E. Gurumohan, Sundararajan, P. N.
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Singapore Springer Nature Singapore 01.09.2023
Springer Nature B.V
Predmet:
Algorithms
Asset management
Computer Imaging
Computer Science
Computer simulation
Computer Systems Organization and Communication Networks
Construction
Data Structures and Information Theory
Digital twins
Heuristic methods
Information Systems and Communication Service
Investment advisors
Literature reviews
Original Research
Pattern Recognition and Graphics
Professionals
Research Trends in Computational Intelligence
Sheathing
Software
Software Engineering/Programming and Operating Systems
Vision
Wealth management
Workflow
Engineering problems
Manufacturing
Digital twin
Complex algorithm
BIM
ISSN:2661-8907, 2662-995X, 2661-8907
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Shrnutí:Although computational methods have historically been utilized by architecture companies, they are now becoming more and more common in popular constructions for automated process Digital Twin (DT) design, as-built assessment, and parametric simulation techniques. This study shows how workflow might well be utilized to converge on optimum and heuristic approaches to difficult issues and how optimization algorithms have the potential to help smart technology in assembly. In this study, two kinds were studied. The first involves a computational technique that has been applied to a difficult geometric problem in the manufacture of structural sheathing panels. The following illustration shows a computational process consisting of methods to automate the extraction and processing of Building Information Model (BIM) information for the output path shows significance. Learning from these examples shows how computer simulation should be effective for complex and repeated process development. Here, it must be demonstrated that computational techniques can effectively search for large-choice regions and detect costly development errors from the outset.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
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ISSN:2661-8907
2662-995X
2661-8907
DOI:10.1007/s42979-023-02035-1