Gas chromatography calibration technique using linear ratios
In general, in one aspect, embodiments relate to a method that includes varying at least a concentration of one or more components of a multi-component sample gas across at least a concentration range while introducing the multi-component sample gas into a gas chromatograph that includes one or more chromatographic columns, measuring concentrations of the one or more components with the gas chromatograph at a first calibration setting, determining one or more non-linearities of the measured concentrations at the first calibration setting, forming a second calibration setting based at least in part on the one or more non-linearities, and measuring concentrations of one or more components of another sample gas with the gas chromatograph at the second calibration setting.
1 . A method comprising:
varying at least a concentration of one or more components of a multi-component sample gas across at least a concentration range while introducing the multi-component sample gas into a gas chromatograph comprising one or more chromatographic columns;
measuring concentrations of the one or more components with the gas chromatograph at a first calibration setting;
determining one or more non-linearities of the measured concentrations at the first calibration setting based at least in part on deviation of the linear ratios from a projected linear trend;
forming a second calibration setting based at least in part on the one or more non-linearities; and
measuring concentrations of one or more components of another sample gas with the gas chromatograph at the second calibration setting.
2 . The method of claim 1 , wherein concentrations of at least two of the components of the multi-component sample gas are increased or decreased during introducing of the multi-component sample gas into the gas chromatograph.
3 . The method of claim 2 , wherein the varying of the concentrations occurs continuously by at least one technique selected from the group consisting of a continuous top purge, a continuous bottom purge, automated dilution, and any combination thereof.
4 . The method of claim 1 , further comprising determining one or more correction factors based on the one or more non-linearities.
5 . The method of claim 4 , further comprising predicting one or more additional correction factors from the one or more correction factors, wherein the second calibration factor is based, at least in part, on the predicted one or more additional correction factors.
6 . The method of claim 5 , wherein the one or more additional correction factors are predicted by:
fitting one or more curves to the one or more correction factors; and
interpolating and/or extrapolating the one or more curves to produce the one or more additional correction factors.
7 . The method of claim 1 , further comprising forming a multilinear curve of some or all of the measured components of the multi-component sample gas.
8 . The method of claim 1 , further comprising calculating linear ratios of some or all of the components of the multi-component sample gas with respect to at least one of the components of the multi-component sample gas.
9 . The method of claim 1 , wherein:
the determining of the one or more non-linearities is performed using an information handling system;
the multi-component sample gas comprises five or more species; and
the forming of the second calibration setting is performed using five measurement points or less.
10 . The method of claim 1 , further comprising:
sampling a wellbore fluid during a wellbore operation; and
extracting one or more gases from the wellbore fluid,
wherein the additional sample gas comprises the one or more extracted gases, and
wherein the measuring of the concentrations of the one or more components of the additional sample gas at the second calibration setting is performed using an information handling system communicatively coupled to the gas chromatograph.
11 . A method comprising:
extracting a multi-component sample gas from a wellbore fluid; and
measuring concentrations of one or more components of the multi-component sample gas with a gas chromatograph, the gas chromatograph having a calibration setting,
wherein the calibration setting corrects for one or more non-linearities of a previous calibration setting, wherein the calibration setting represents results of one or more linear ratio tests.
12 . The method of claim 11 , further comprising assessing linearity or non-linearity by comparing one or more linear ratios to a projected linear trend.
13 . The method of claim 12 , wherein the calibration setting comprises:
a plurality of correction factors derived from the one or more linear ratio tests; and
one or more predicted correction factors derived from the plurality of correction factors.
14 . The method of claim 11 , wherein the calibration data is based at least in part on a measured response of a partially calibrated gas chromatograph varying at least a concentration of one or more components of a first multi-component sample gas across at least a concentration range while introducing the multi-component sample gas into a gas chromatograph comprising one or more chromatographic columns.
15 . The method of claim 11 , wherein the calibration data is based at least in part on varying concentrations continuously by at least one technique selected from the group consisting of a continuous top purge, a continuous bottom purge, automated dilution, and any combination thereof.
16 . A system comprising:
a wellbore extending into a subterranean formation;
a gas chromatograph configured to measure concentrations of one or more components of a multi-component sample gas at a calibration setting; and
an information handling system communicatively coupled to the gas chromatograph,
wherein the calibration setting accounts for one or more non-linearities of the measured concentrations based at least in part on calibration data, the calibration data representing one or more results of one or more linear ratio tests.
17 . The system of claim 16 , wherein the one or more linear ratio tests comprise:
purging a vessel with a purge gas having a known concentration of at least a chemical of interest;
connecting a pump to a gas chromatograph and the vessel;
controlling pressure and flow rate of an output of the pump;
calibrating the gas chromatograph at least at an initial concentration of the purge gas;
opening the vessel to atmosphere or a non-interfering gas through a constrained port;
activating the pump, wherein dilution occurs within at least the vessel;
capturing one or more changes to concentrations of the at least a chemical of interest as a function of time;
determining linear ratios as a function of time;
adjusting a plurality of correction factors using the linear ratios as a constraint; and
fitting the adjusted correction factors with one or more functions to obtain more accurate concentrations.
18 . The system of claim 16 , wherein the calibration setting comprises:
a plurality of correction factors derived from the one or more linear ratio tests; and
one or more predicted correction factors derived from the plurality of correction factors.
19 . The system of claim 18 , wherein the calibration data comprises one or more multi-linear curves associated with at least one compound selected from the group consisting of methane, ethane, propane, butane, isobutane, pentane, isopentane, and any combination thereof.
20 . The system of claim 16 , further comprising a gas extraction system in fluidic communication with the gas chromatograph.