Quick detection method of oil quality spectrum for lubricating oil
A lubricating oil and quality technology, applied in the direction of color/spectral characteristic measurement, measuring device, and material analysis through optical means, to achieve the effect of easy operation, improved monitoring ability, and fast analysis speed
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example 1
[0046] Example 1: Establishment and investigation of vehicle engine oil in-use oil quality parameter regression equation
[0047] 1) Collection of oil sample training set
[0048] Collect 88 vehicle engine oil samples, including 29 samples of CD 10W / 40 engine oil and 59 samples of CD 15W / 40 engine oil.
[0049] 2) Determination of infrared spectrum of lubricating oil
[0050] Use Tensor 27 mid-infrared spectrometer to measure the infrared spectrum of the above lubricating oil, spectral range: 550-4100cm -1 . ATR sample cell, reflection 10 times. The measured infrared spectrum is shown in figure 2 .
[0051] 3) Determination of quality parameters of lubricating oil samples by industry standard methods
[0052] Table 1 lists the units, standard methods, reproducibility requirements and repeatability requirements of each quality parameter.
[0053] Table 1
[0054] nature
[0055] See the property range column in Table 3 for the range of measured values of each...
example 2
[0065] Example 2: Investigation on the Accuracy of In-use Oil Quality Index of Vehicle Gear Oil by ATR Method
[0066] 1) Collect in-use oil samples
[0067] Collect 97 samples of vehicle gear oil in use, including 29 samples of GL-580W / 90 gear oil, 38 samples of No. 18 hyperbolic gear oil, and 30 samples of GL-585W / 90 gear oil.
[0068] 2) Determination of infrared spectrum of lubricating oil
[0069] Use Tensor 27 mid-infrared spectrometer to measure the infrared spectrum of the above lubricating oil, spectral range: 550-4100cm -1 . ATR sample cell, reflection 10 times. The measured infrared spectrum is shown in image 3 .
[0070] 3) Use the standard method in Table 1 to measure the quality parameters of the lubricating oil samples, and see the property range column in Table 5 for the range of each quality index of the training set samples.
[0071] 4) Use the stepwise linear regression method to optimize the characteristic wavelength, see Table 4.
[0072] Table 4 ...
example 3
[0078] Example 3: Investigation on the accuracy of in-use oil quality indicators of aero engine oil by ATR method
[0079] 1) Collected in the training set of oil samples
[0080] Collected 426 in-use samples of aero-engine oil, including 99 in-use samples of 926 aero-engine oil and 327 in-use samples of Pegasus-2 aero-engine oil.
[0081] 2) Determination of infrared spectrum of lubricating oil
[0082] Use Tensor 27 mid-infrared spectrometer to measure the infrared spectrum of the above lubricating oil, spectral range: 550-4100cm -1 . ATR reflection sample cell, reflection 10 times. The measured infrared spectrum is shown in Figure 10 .
[0083] 3) Use the standard method in Table 1 to measure the quality parameters of the lubricating oil samples, and see the property range column in Table 7 for the range of each quality index of the training set samples.
[0084] 4) Use the stepwise linear regression method to optimize the characteristic wavelength, see Table 6
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