Digital Twins for IC Packages and Electronics-enabled Systems

Digital Twin (DT) is a key technology in Industry 4.0 and has been embraced by several industries, including manufacturing, automotive, and electronics. With the ever-increasing complexity of electronics packaging, Digital Twins are even more relevant as they offer a revolutionary approach by enabling real-time monitoring, analysis, and optimization. There are several contextualized definitions and application-specific interpretations of DT that don’t necessarily clarify the reach of the concept. This paper presents an overview of the concept evolution, its architecture, and the workflow of a Digital Twin system. Then, the five-dimensional model of DT is further expanded for the microelectronics domain, and its implementation in six related applications representing different aspects of IC packages and electronics-enabled systems is elaborated on. Finally, the present relevance, challenges, and future scope of the Digital Twin technology are discussed.

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Published
2024-12-02
DOI
https://doi.org/10.1109/swc62898.2024.00325
Primary Topic
Flexible and Reconfigurable Manufacturing Systems
Type
article
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article

Digital Twins for IC Packages and Electronics-enabled Systems

Guoqi Zhang, Jong Eun Ryu, Adwait Inamdar, Abram Detofsky et al.
Flexible and Reconfigurable Manufacturing Systems
article

Digital Twins for IC Packages and Electronics-enabled Systems

Guoqi Zhang, Jong Eun Ryu, Adwait Inamdar, Abram Detofsky, Przemyslaw Jakub Gromala, C. Bailey, W.D. van Driel, Farnood Rezaie, Benson Chan, Luu Nguyen
article en

Abstract

Digital Twin (DT) is a key technology in Industry 4.0 and has been embraced by several industries, including manufacturing, automotive, and electronics. With the ever-increasing complexity of electronics packaging, Digital Twins are even more relevant as they offer a revolutionary approach by enabling real-time monitoring, analysis, and optimization. There are several contextualized definitions and application-specific interpretations of DT that don’t necessarily clarify the reach of the concept. This paper presents an overview of the concept evolution, its architecture, and the workflow of a Digital Twin system. Then, the five-dimensional model of DT is further expanded for the microelectronics domain, and its implementation in six related applications representing different aspects of IC packages and electronics-enabled systems is elaborated on. Finally, the present relevance, challenges, and future scope of the Digital Twin technology are discussed.

Binghamton University (US), Intel (United States) (US), Cisco Systems (United States) (US), North Carolina State University (US), Praevium Research (United States) (US), Arizona State University (US), Robert Bosch (Germany) (DE), Delft University of Technology (NL)
Openalex Percentile: Top 58%
Flexible and Reconfigurable Manufacturing Systems
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Digital Twins for IC Packages and Electronics-enabled Systems — Guoqi Zhang, Jong Eun Ryu, et al. · (2024) | TGRS Research Map | TGRS