Dynamic Data-driven Simulation: Real-time Data For Dynamic System Analysis And Prediction
Author | : Xiaolin Hu |
Publisher | : World Scientific |
Total Pages | : 329 |
Release | : 2023-03-21 |
ISBN-10 | : 9789811267192 |
ISBN-13 | : 9811267197 |
Rating | : 4/5 (197 Downloads) |
Download or read book Dynamic Data-driven Simulation: Real-time Data For Dynamic System Analysis And Prediction written by Xiaolin Hu and published by World Scientific. This book was released on 2023-03-21 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive book systematically introduces Dynamic Data Driven Simulation (DDDS) as a new simulation paradigm that makes real-time data and simulation model work together to enable simulation-based prediction/analysis.The text is significantly dedicated to introducing data assimilation as an enabling technique for DDDS. While data assimilation has been studied in other science fields (e.g., meteorology, oceanography), it is a new topic for the modeling and simulation community.This unique reference text bridges the two study areas of data assimilation and modelling and simulation, which have been developed largely independently from each other.