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While immensely useful, engineering correlations typically have wide variations in their predictive capability when venturing outside their instructed domain, and hence universally applicable correlations are rare.
To obtain simple and applicable correlations, taking Qujing of Yunnan province, China, as example, a wet season (six-month) field measurement was conducted in a naturally ventilated residential room.
The experimental data, achieved in a setup combining hydrodynamic observation and chemical reaction, were used to derive universal applicable correlations to predict mass transfer coefficients and friction factors from Reynolds, Schmidt, and Sherwood numbers.
When applicable, correlations were evaluated on the basis of the Spearman's ρ coefficient.
Similar(56)
To secure the applicable correlation for the heat exchanger, this study assessed 15 nucleate boiling correlations using MARS.
An exchangeable working correlation structure was selected and the results verified to be similar assuming other applicable correlation structures.
Multicollinearity between explanatory variables was assessed using Pearson's correlation or Spearman's rank correlation, where applicable, and correlation below r=0.6 was deemed acceptable.
* α = Cronbach's alpha coefficients § ICC = Intraclass correlation coefficient N/A = not applicable Pearson correlation coefficients between items and subscale scores are presented in Table 4.
Some of these approaches are not directly applicable to correlation studies while others are not practical due to the lack of suitable of statistical software and complicated mathematical formulations.
The predictions of two alternative correlations, applicable to mass transfer in the conditions under study, are also discussed.
Mean-field-based methods are only applicable when the correlations between the constituent parts of the system being modelled are weak.
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