Download Advanced and Intelligent Computations in Diagnosis and by Zdzislaw Kowalczuk PDF

By Zdzislaw Kowalczuk

This ebook is dedicated to the calls for of analysis and business facilities for diagnostics, tracking and selection making structures that end result from the expanding complexity of automation and platforms, the necessity to make sure the maximum point of reliability and defense, and carrying on with study and the improvement of leading edge ways to fault analysis. The contributions mix domain names of engineering wisdom for analysis, together with detection, isolation, localization, id, reconfiguration and fault-tolerant keep watch over.

The booklet is split into six elements: (I) Fault Detection and Isolation; (II) Estimation and id; (III) powerful and Fault Tolerant keep watch over; (IV) business and scientific Diagnostics; (V) man made Intelligence; (VI) professional and computing device Systems.

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Extra resources for Advanced and Intelligent Computations in Diagnosis and Control

Sample text

Robust quality control of products with experimental design. In: Popescu, D. ) International Conference on Production Research Regional Conference Africa, Europe and the Middle East and 3rd International Conference on Quality and Innovation in Engineering and Management, pp. 343–348. Technical University of Cluj-Napoca, Cluj-Napoca, Romania (2014) 12. : Advanced Neural Network-based Computational Schemes for Robust Fault Diagnosis. Springer International Publishing, Heidelberg, Germany (2014) 13.

4, an adaptive threshold overbounding a real fault is proposed. Finally, an illustrative example is portrayed, which clearly demonstrates the performance of the proposed approach. 2 Fault Estimation Strategy Let us consider the following linear discrete-time system of the form: ̄ xk + Bu ̄ k + Bf ̄ a,k + W ̄ 1 wk x̄ k+1 = Ā ̄ 2 wk ȳ k = C̄ x̄ k + C̄ f f s,k + W (1) (2) where x̄ k ∈ ℝn , uk ∈ ℝr , ȳ k ∈ ℝm , denote the state, input and output, respectively, f a,k is the actuator fault and f s,k is the sensor fault.

G. [20]) it is not assumed that P(hk ) = P is constant. Indeed, P(hk ) can be perceived as a parameter-depended matrix [1] of the following form: Robust UIO Design for an Actuator Fault Identification P(hk ) = N ∑ hki Pi 41 (37) i=1 As a consequence ????Vk + ????Tf ,k ????fa ,k − ????2 wTk wk − ????2 wTk+1 wk+1 a ( ) = eTk A2 (hk )T P(hk+1 )A2 (hk ) + A3 (hk )T H1 A3 (hk ) − P(hk ) ek ( ) ̄ 1 + A3 (hk )T H1 W 1 wk + eTk A2 (hk )T P(hk+1 )W ( ) ̄ 2 + A3 (hk )T H2 wk+1 + eTk A2 (hk )T P(hk+1 )W ( ) ̄ T P(hk+1 )A2 (hk ) + W T H1 A3 (hk ) ek + wTk W 1 1 ( ) T ̄ P(hk+1 )W ̄ 1 + W T H1 W 1 − ????2 I wk + wTk W 1 1 ( ) T T ̄ P(hk+1 )W 2 + W T H2 wk+1 + wk W 1 1 ( ) ̄ T P(hk+1 )A2,k + HT A3 (hk ) ek + wTk+1 W 2 2 ( ) T ̄ P(hk+1 )W 1 + HT W 1 wk + wTk+1 W 2 2 ( ) T T ̄ P(hk+1 )W ̄ 2 + W T HT HW 2 − ????2 I wk+1 < 0 + wk+1 W 2 2 (38) where ????Vk = Vk+1 − Vk , H1 = CT HT HC and H2 = CT HT HW 2 .

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