Outliers in control engineering fractional calculus perspective
Outliers play an important, though underestimated, role in control engineering. Traditionally they are unseen and neglected. In opposition, industrial practice gives frequent examples of their existence and their mostly negative impacts on the control quality. The origin of outliers is never fully k...
| Other Authors: | , , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Berlin ; Boston
De Gruyter,
[2022]
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| Series: | Fractional calculus in applied sciences and engineering ;
v. 10. |
| Subjects: | |
| Online Access: | https://www.lib.tsu.ru/mminfo/2023/EBSCO/3175815.pdf |
Table of Contents:
- Intro
- Preface
- Contents
- Part I: Foundations
- 1 Outliers in control engineering-they exist, like it or not
- Part II: Theory
- 2 On the possibilities of using fractional-order differential calculus in linear and nonlinear model predictive control
- 3 Stochastic control systems with long-range dependent noise
- 4 Outlier-robust Kalman filtering framework based on statistical similarity measure
- 5 Multifractal characteristics of singular signals
- Part III: Practice
- 6 Study on robustness of nonlinear model predictive control performance assessment
- 7 Causality analysis incorporating outliers information
- 8 Backlash quantification in control systems using noises with outliers: a benchmark study
- 9 Control performance assessment of the system with fractional-order dynamics
- 10 A novel method for control performance assessment with fractional-order signal processing
- 11 Study on oscillation detection robustness and outlier filtering impact
- 12 3D outliers in BIM supported electrical cable tracing
- 13 A radio frequency impedance matching control benchmark and optimal fractional-order stochastic extremum seeking method
- Index