The role of statistics in data-centric engineering
| المؤلف | Lau F.D.-H. |
| المؤلف | Adams N.M. |
| المؤلف | Girolami M.A. |
| المؤلف | Butler L.J. |
| المؤلف | Elshafie M.Z.E.B. |
| تاريخ الإتاحة | 2019-10-17T07:44:36Z |
| تاريخ النشر | 2018 |
| اسم المنشور | Statistics and Probability Letters |
| المصدر | Scopus |
| الرقم المعياري الدولي للكتاب | 1677152 |
| الملخص | We explore the role of statistics for Big Data analysis arising from the emerging field of Data-Centric Engineering. Using examples related to sensor-instrumented bridges, we highlight a number of issues and challenges. These are broadly categorised as relating to uncertainty, latent-structure modelling, and the synthesis of statistical models and abstract physical models. - 2018 Elsevier B.V. |
| راعي المشروع | This work was supported by The Alan Turing Institute under the EPSRC grant EP/N510129/1 and the Turing-Lloyd’s Register Foundation Programme for Data-Centric Engineering. The authors would also like to acknowledge EPSRC and Innovate UK (grant no. 920035) for funding this research through the Centre for Smart Infrastructure and Construction (CSIC) Innovation and Knowledge Centre. Research related to installation of the sensor system was carried out under EPSRC grant no. EP/N021614. |
| اللغة | en |
| الناشر | Elsevier B.V. |
| الموضوع | Big data Data-centric engineering Digital twin Fibre-optic sensor Instrumented infrastructure Statistics |
| النوع | Article |
| الصفحات | 58-62 |
| رقم المجلد | 136 |
تحقق من خيارات الوصول
الملفات في هذه التسجيلة
| الملفات | الحجم | الصيغة | العرض |
|---|---|---|---|
|
لا توجد ملفات لها صلة بهذه التسجيلة. |
|||
هذه التسجيلة تظهر في المجموعات التالية
-
الهندسة المدنية [851 items ]