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This evaluation system based on PQIs and the standardized two-dimensional interface relative to the process mean and the standard deviation of process has relatively strong compatibility and adaptability with the process capability analysis and SPC that are widely applied in the modern manufacturing environment.
It is assumed that the standard deviation of process does not change [ 3].
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The proposed method helps to overcome the existing challenges in assessing impacts of deviations of process variables on safety and economy of a process operation.
Consequently, batch quality can be depicted graphically and deviations of process variables from their expected range can be visualized online in real time, allowing for immediate attention and adjustment.
The C pm process capability index considers the deviation of the process mean from its target value as well as the process variance.
Simulated values of peak factors (and their standard deviations) of processes with different spectral shapes are replotted as functions of the largest extremum of the autocorrelogram.
A process shift is declared if CUSUM t) exceeds the upper bound k∗σ, σ being the standard deviation of the process Y i).
The mean value and the standard deviation of this process are constant at every time.
Subsequent experimental parameters are selected such that the percent reduction in the standard deviation of the process damping coefficient is maximized.
Next, a fault-detection filter is designed to detect the occurrence of a fault in the control actuator by observing the deviation of the process states from the expected closed-loop behavior.
The multiple input single output control algorithm minimizes a cost function over a prediction horizon which represents the deviation of the process from a desired reference track, thereby incorporating the working limitations of the oven.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com