MiCS-5525 Response to CO

Manufacturer's specification

References:

Start with sampled points from the mfg spec sheet. Red lines indicate rough estimates of some real-world benchmarks.

plot of chunk mfg_spec

Flip the axes so RsRo becomes the independent variable.

## 
## Call:
## lm(formula = ppm ~ R0RS, data = MiCS5525_spec)
## 
## Residuals:
##    Min     1Q Median     3Q    Max 
## -3.984 -1.186 -0.260  0.854 11.124 
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  -56.170      0.673   -83.4   <2e-16 ***
## R0RS          38.803      0.152   255.8   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 
## 
## Residual standard error: 2.55 on 38 degrees of freedom
## Multiple R-squared: 0.999,   Adjusted R-squared: 0.999 
## F-statistic: 6.54e+04 on 1 and 38 DF,  p-value: <2e-16

plot of chunk RSR0_log10

The blue line is a linear model with ppm regressed on 1 / RsRo. Ken Boak pointed out that this approximates a good fit over most of the range. We've no idea whether the residuals from this model would be Gaussian, etc., but going along with it for now.

plot of chunk RSR0_log10_fitted

Flip the x-axis to get 1 / RsRo = RoRs. (Taking the reciprocal of a logarithmic scale amounts to the same thing as negating a linear scale: you get a mirror image.)

plot of chunk R0RS_log10

Using an arithmetic scale for RoRs instead of a logarithmic one. The linear relationship is now clearer. This blue line has exactly the same functional form as the blue lines in the plots above. It's just shaped differently because of the different axis scales.

plot of chunk R0RS_linear

Zooming in more to see concentrations closer to ambient levels (1-2 ppm CO).

plot of chunk R0RS_linear_zoomed

Zooming in more to see concentrations closer to ambient levels (1-2 ppm CO). If Ro is defined as the resistance in CO-free synthetic air, then there should be a point in the lower left corner at (1, 0). Clearly there would have to be a sharp turn at some point for this to happen.

plot of chunk R0RS_linear_zoomed_more

The linear fit starts to break down around 2 ppm CO. 1-2 ppm may be under the effective limit of detection anyway, given the other electronics, interfering gases, etc.