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Št. zadetkov: 5
Digital twins
Rok Vrabič, John Erkoyuncu, Peter Butala, Rajkumar Roy
Objavljeni znanstveni prispevek na konferenci
Oznake: digitalni dvojčki;modeliranje;večdomenski model;digital twins;modelling;multi-domain model;
Digital twins are digital representations of physical products or systems that consist of multiple models from various domains describing them on multiple scales. By means of communication, digital twins change and evolve together with their physical counterparts throughout their lifecycle. Domain-s ...
Leto: 2018 Vir: Fakulteta za strojništvo (UL FS)
ǂAn ǂintelligent agent-based architecture for resilient digital twins in manufacturing
Rok Vrabič, John Erkoyuncu, Maryam Farsi, Dedy Ariansyah
Izvirni znanstveni članek
Oznake: proizvodni sistemi;digitalni dvojčki;strojno učenje;manufacturing systems;digital twin;machine learning;
Digital twins (DTs) offer the potential for improved understanding of current and future manufacturing processes. This can only be achieved by DTs consistently and accurately representing the real processes. However, the robustness and resilience of the DT itself remain an issue. Accordingly, this p ...
Leto: 2021 Vir: Fakulteta za strojništvo (UL FS)
Structured authoring for AR-based communication to enhance efficiency in remote diagnosis for complex equipment
Iñigo Fernández del Amo, John Erkoyuncu, Rok Vrabič, Romain Frayssinet, Cristina Vazquez Reynel, Rajkumar Roy
Izvirni znanstveni članek
Oznake: augmented reality;maintenance;diagnosis;remote collaboration;
Remote diagnosis procedures are prone to communication errors due to varying levels of experience and knowledge between expert maintainers and technicians. These result in inefficiencies that delay the diagnosis process. The aim of the paper is to develop a Structured-Message Authoring framework for ...
Leto: 2020 Vir: Fakulteta za strojništvo (UL FS)
Cognitive data imputation
John Ahmet Erkoyuncu, Bernadin Namoano, Dominik Kozjek, Rok Vrabič
Izvirni znanstveni članek
Oznake: artificial intelligence;maintenance;cost estimation;
Cost estimation is critical for effective decision making in engineering projects. However, it is often hampered by a lack of sufficient data. For this, data imputation techniques can be used to estimate missing costs based on statistical estimates or analogies with historical data. However, these t ...
Leto: 2023 Vir: Fakulteta za strojništvo (UL FS)
ǂA ǂdesign framework for adaptive digital twins
John Ahmet Erkoyuncu, Iñigo Fernández del Amo, Dedy Ariansyah, Dominik Bulka, Rok Vrabič, Rajkumar Roy
Izvirni znanstveni članek
Oznake: digital twins;design method;ontology;
Digital Twin (DT) is a "living" entity that offers potential with monitoring and improving functionality of interconnected complex engineering systems (CESs). However, lack of approaches for adaptively connecting the existing brownfield systems and their data limits the use of DTs. This paper develo ...
Leto: 2020 Vir: Fakulteta za strojništvo (UL FS)
Št. zadetkov: 5
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