Data-Driven Modeling by Sujit Rokka Chhetri
Requirements: .PDF reader, 11.83 MB
Overview: This book provides a new perspective on modeling cyber-physical systems (CPS), using a data-driven approach. The authors cover the use of state-of-the-art machine learning and artificial intelligence algorithms for modeling various aspect of the CPS.
This book provides insight on how a data-driven modeling approach can be utilized to take advantage of the relation between the cyber and the physical domain of the CPS to aid the first-principle approach in capturing the stochastic phenomena affecting the CPS. The authors provide practical use cases of the data-driven modeling approach for securing the CPS, presenting novel attack models, building and maintaining the digital twin of the physical system. The book also presents novel, data-driven algorithms to handle non- Euclidean data. In summary, this book presents a novel perspective for modeling the CPS.
Genre: Non-Fiction > Educational
Download Instructions:
https://k2s.cc/file/1d932e2f1b5b3/Data- … alysis.pdf
https://rapidgator.net/file/3e37f6338c2 … s.pdf.html
