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The special cause, which produces significant deviations of the process level from the target, can be detected by the monitoring scheme, which is done by the SPC procedure.
HAZOP method does not provide the completeness of risk analysis, especially indicating all causes of deviations of the process parameters which are the main risk.
Under the specified input patterns, the early stop criterion for the training-validation neural networks, and the stability constraints added in the tuning mechanism, the simulations show that the proposed control technique can effectively improve the means and standard deviations of the process outputs.
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The ΔILD and ΔITD are the deviations of the processed ILD and ITD by the binaural and bilateral gain functions from the ITD and ILD of the input clean speech signal in each frequency and frame, respectively.
σ v = 2 is the standard deviation of the process noise, and Δt = 1s is the sample interval.
where Δt k = t k − t k − 1 and σ v is the standard deviation of the process noise.
In this analysis, the standard deviation of the process is shifted in the first stage and the test power is obtained for the second stage.
The C pm process capability index considers the deviation of the process mean from its target value as well as the process variance.
A process shift is declared if CUSUM t) exceeds the upper bound k∗σ, σ being the standard deviation of the process Y i).
If this RV, serving as the standard deviation of the process and defining its variance, is kept constant for each simulation run, the ensemble average will not converge.
Subsequent experimental parameters are selected such that the percent reduction in the standard deviation of the process damping coefficient is maximized.
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