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For example, a 1-mm standard deviation is quite large for a part with an average length of 1 cm, but seems small for a 1-m-long part. The coeﬃcient of variance ‘‘normalizes’’ the dispersion against the average to obtain a relative measure: Cv ¼ r s c l x ð4Þ E. Degrees of Freedom The number of impendent quantities that can be calculated from experimental data cannot exceed the number of data points. Degrees of freedom (dof) are a useful way of accounting for the amount of data available, and used, in analyzing an experiment.
B. How would a skeptic view this assessment and why? c. Propose an alternative way to make this comparison. Contrast your proposal with the quadratic loss function (advantages and disadvantages). 8) Draw the ‘‘P-diagram’’ and use it to explain the relationship between control factors and noise factors. , a refrigerator). Draw a P-diagram for it and identify a signal factor, response, and at least ﬁve control and noise factors. ) a. Noise factor vs. control factor b. Signal factor vs. the response c.
However, we know that the actual temperature in the furnace may be inﬂuenced by a wide variety of parameters that are diﬃcult or impossible to control in service. These constitute the noise factors for the furnace. Examples include the external temperature and humidity, the power supply voltage, the number and size of parts (thermal load) placed in the furnace, the location of individual parts within the furnace, and the aging of the heating elements. The design engineer needs to be aware of these parameters and their potential inﬂuence when he or she selects speciﬁc values for the parameters that can be speciﬁed.