A comprehensive review of digital twin—part 1: modeling and twinning enabling technologies
As an emerging technology in the era of Industry 4.0, digital twin is gaining unprecedented
attention because of its promise to further optimize process design, quality control, health …
attention because of its promise to further optimize process design, quality control, health …
Review and big data perspectives on robust data mining approaches for industrial process modeling with outliers and missing data
Industrial process data are usually mixed with missing data and outliers which can greatly
affect the statistical explanation abilities for traditional data-driven modeling methods. In this …
affect the statistical explanation abilities for traditional data-driven modeling methods. In this …
[图书][B] Introduction to uncertainty quantification
TJ Sullivan - 2015 - books.google.com
This text provides a framework in which the main objectives of the field of uncertainty
quantification (UQ) are defined and an overview of the range of mathematical methods by …
quantification (UQ) are defined and an overview of the range of mathematical methods by …
[图书][B] Principles of system identification: theory and practice
AK Tangirala - 2018 - taylorfrancis.com
Master Techniques and Successfully Build Models Using a Single Resource Vital to all data-
driven or measurement-based process operations, system identification is an interface that …
driven or measurement-based process operations, system identification is an interface that …
A unified architectural approach for cyberattack-resilient industrial control systems
C Zhou, B Hu, Y Shi, YC Tian, X Li… - Proceedings of the …, 2020 - ieeexplore.ieee.org
With the rapid development of functional requirements in the emerging Industry 4.0 era,
modern industrial control systems (ICSs) are no longer isolated islands, making them more …
modern industrial control systems (ICSs) are no longer isolated islands, making them more …
Extended Kalman filtering for remaining-useful-life estimation of bearings
RK Singleton, EG Strangas… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Condition-based maintenance, which includes both diagnosis and prognosis of faults, is a
topic of growing interest for improving the reliability of electrical drives. Bearings constitute a …
topic of growing interest for improving the reliability of electrical drives. Bearings constitute a …
State and parameter joint estimation of linear stochastic systems in presence of faults and non‐Gaussian noises
Joint estimation of states and time‐varying parameters of linear stochastic systems is of
practical importance for fault diagnosis and fault tolerant control. The known fact is that …
practical importance for fault diagnosis and fault tolerant control. The known fact is that …
[图书][B] Kalman filtering: Theory and Practice with MATLAB
MS Grewal, AP Andrews - 2014 - books.google.com
The definitive textbook and professional reference on Kalman Filtering–fully updated,
revised, and expanded This book contains the latest developments in the implementation …
revised, and expanded This book contains the latest developments in the implementation …
Cooperative localization in wireless networks
Location-aware technologies will revolutionize many aspects of commercial, public service,
and military sectors, and are expected to spawn numerous unforeseen applications. A new …
and military sectors, and are expected to spawn numerous unforeseen applications. A new …
[图书][B] Kalman filtering
CK Chui, G Chen - 2017 - Springer
Kalman Filtering Page 1 Kalman Filtering Charles K. Chui Guanrong Chen with Real-Time
Applications Fifth Edition Page 2 Kalman Filtering Page 3 Charles K. Chui • Guanrong Chen …
Applications Fifth Edition Page 2 Kalman Filtering Page 3 Charles K. Chui • Guanrong Chen …