从手工到工业的数字双胞胎的规模化
Steven A Niederer1, Michael S Sacks2, Mark Girolami3,4
1School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK. steven.niederer@kcl.ac.uk.
Nature computational science
|January 13, 2024
概括
数字双胞胎,不断更新的模型,对于运营支持至关重要,但目前的定制解决方案阻碍了可扩展性. 应对这些挑战对于更广泛地采用数字双胞胎技术至关重要.
科学领域:
- 工程 工程师 工程师 工程师
- 计算机科学 计算机科学
- 数据科学数据科学数据科学
背景情况:
- 数学建模和模拟正在演变为操作工具.
- 数字双胞胎是特定实体的模型,不断更新.
- 目前的数字双胞胎解决方案往往是定制的,难以扩展.
研究的目的:
- 讨论扩展数字双胞胎的挑战和机遇.
- 突出阻碍更广泛采用数字双胞胎技术的障碍.
- 通过示范应用来激励进步.
主要方法:
- 数字双胞胎的示例应用程序的审查.
- 分析数字双胞胎实施中的可扩展性挑战.
- 识别数字生技术采用障碍的障碍.
主要成果:
- 定制技术解决方案限制了当前数字双胞胎的可扩展性.
- 范例应用显示了扩展的重大挑战和机遇.
- 实际使用案例强调了更广泛采用的障碍.
结论:
- 扩展数字双胞胎需要超越定制解决方案.
- 解决可扩展性对于更广泛地实施数字双胞胎至关重要.
- 了解采用障碍对于未来的数字双胞胎发展至关重要.
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