Lubricant property determination
First Claim
1. A method of determining or predicting a value Px of a property of a material X or a property of a product of a process from said material or yield of said process, which method comprises measuring the absorption of said material Dix at more than one wavelength in the region 600-2600 nm, comparing the said absorptions or a derivative thereof with absorptions Dim or derivatives thereof at the same wavelengths for a number of standards S in a bank for which the said property is known, and choosing from the bank at least one standard Sm with properties Pm having the smallest average value of the absolute difference at each wavelength i between the absorption Di x (or derivative thereof) for the material and the absorption Di m (or derivative thereof) for the standard Sm to obtain Px, with averaging of said properties or yields Pm, when more than one standard Sm is chosen and wherein said material X is a composition comprising part of a lubricating oil fraction obtainable from a distillation of oil.
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Accused Products
Abstract
A method of determining or predicting a value Px of a property of a material X, which is a feed to a process or a property of a product of a process from said material or yield of said process, which method comprises measuring the absorption Di x of said material at more than one wavelength in the region 600-2600 nm, comparing the said absorptions or a derivative thereof with absorptions Di m or derivatives thereof at the same wavelength for a number of standards S in a bank for which said property or yield P is known, and choosing from the bank at least one standard Sm with property Pm said standard having the smallest average value of the absolute difference at each wavelength i between the absorption Di x (or derivative thereof) for the material and the absorption Di m (or derivative thereof) for the standard Sm to obtain Px, with averaging of said properties or yields Pm when more than one standard Sm is chosen, and wherein said material X is a composition comprising part of a lubricating oil fraction obtainable from a vacuum distillation of oil.
52 Citations
28 Claims
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1. A method of determining or predicting a value Px of a property of a material X or a property of a product of a process from said material or yield of said process, which method comprises measuring the absorption of said material Dix at more than one wavelength in the region 600-2600 nm, comparing the said absorptions or a derivative thereof with absorptions Dim or derivatives thereof at the same wavelengths for a number of standards S in a bank for which the said property is known, and choosing from the bank at least one standard Sm with properties Pm having the smallest average value of the absolute difference at each wavelength i between the absorption Di x (or derivative thereof) for the material and the absorption Di m (or derivative thereof) for the standard Sm to obtain Px, with averaging of said properties or yields Pm, when more than one standard Sm is chosen and wherein said material X is a composition comprising part of a lubricating oil fraction obtainable from a distillation of oil.
- View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27)
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5. A method according to claim 4 wherein at least one of (i) the estimated Standards and the corresponding spectra, and (ii) the property Px of the unknown material and its spectrum, are added the bank.
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6. A method according to claim 1 wherein the property is a physicochemical property of material X.
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7. A method according to claim 1 wherein the property is a physicochemical property or yield of a product of a process to which at least one material X is a feed.
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8. A method according to claim 1 wherein said material comprises at least one of a lube base oil, bright stock, process oil, wax and paraffin.
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9. A method according to claim 8, wherein the property is of the material, which is (i) a base oil and the property is at least one of the density, viscosity, Viscosity Index, Flash Point, Pour Point, and the content of sulphur, nitrogen base, aromatic carbon and Polycyclic aromatic hydrocarbon, (ii) a wax or paraffin or mixture thereof with a base oil and the property is at least one of the density, viscosity and base oil content or (iii) a process oil and the property is at least one of the density, clear point, viscosity and content of sulphur or polycyclic aromatic hydrocarbon.
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10. A method according to claim 1 which is computer implemented.
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11. Apparatus suitable for use in the method of claim 1 which comprise an NTR spectrometer receiving at least one signal from a food or product line in said process and being coupled to a computer to effect continuous measurement of the spectra of the feed and/or product and provide feed back control of the process.
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12. A method according to claim 1 wherein a proximity index is defined by i2 (xm)=Σ
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
L, the average of the corresponding differences EPab, d) calculating Minimal index from the value of minimal index i2 (ab) where average EPab is the same as reproducibility standard for the property and wherein the property is a physiochemical property of material x.
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
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13. A method according to claim 1 wherein a proximity index is defined by i2 (xm)=Σ
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
L, the average of the corresponding differences EPab, (d) calculating Minimal index from the value of minimal index i2 (ab) where average EPab is the same as reproducibility standard for the property and wherein the property is a physicochemical property or yield of a product of a process to which at least one material x is a feed.
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
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14. A method according to claim 1 wherein a proximity index is defined by i2 (xm)=Σ
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
L, the average of the corresponding differences EPab, d) calculating Minimal index from the value of minimal index i2 (ab) where average EPab is the same as reproducibility standard for the property and wherein said material comprises at least one of a lube base oil, bright stock, proceco oil, wax and paraffin.
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
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15. A method according to claim 1 wherein a proximity index is defined by i2 (xm)=Σ
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
L, the average of the corresponding differences EPab, (d) calculating Minimal index from the value of minimal index i2 (ab) where average EPab is the same as reproducibility standard for the property and wherein the property is of the material, which is (i) a base oil and the property is at least one of the density, viscosity, Viscosity Index, Plash Point, Pour Point, and the content of sulphur, nitrogen base, aromatic carbon and Polycyclic aromatic hydrocarbon, (ii) a wax or paraffin or mixture thereof with a base oil and the property is at least one of the density, viscosity and base oil content or (iii) a process oil and the property is at least one of the density, clear point, viscosity and content of sulphur or polycyclic aromatic hydrocarbon.
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
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16. The method according to claim 1 wherein the property is a physicochemical property of material x and wherein said material comprises at least one of lube base oil, bright stock, proceco oil, wax and paraffin.
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17. The method according to claim 1 wherein the property is a physicochemical property of material x and wherein the property is of the material, which is (i) a base oil and the property is at least one of the density, viscosity, Viscosity Index, Flash Point, Pour Point, and the content of sulphur, nitrogen base, aromatic carbon and Polycyclic aromatic hydrocarbon, (ii) a wax or paraffin or mixture thereof with a base oil and the property is at least one of the density, viscosity and base oil content or (iii) a process oil and the property is at least one of the density, clear point, viscosity and content of sulphur or polycyclic aromatic hydrocarbon.
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18. The method according to claim 1 wherein the property is a physicochemical property or yield of a product of a process to which at least one material x is a feed and wherein said material comprises at least one of lube base oil, bright stock, proceco oil, wax and paraffin.
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19. The method according to claim 1 wherein the property is a physicochemical property or yield of a product of a process to which at least one material x is a feed and wherein the property is of the material, which is (i) a base oil and the property is at least one of the density, viscosity, Viscosity index, Flash Point, Pour Point, and the content of sulphur, nitrogen base, aromatic carbon and Polycyclic aromatic hydrocarbon, (ii) a wax or paraffin or mixture thereof with a base oil and the property is at least one of the density, viscosity and base oil content or (iii) a process oil and the property is at least one of the density, clear point, viscosity and content of sulphur or polycyclic aromatic hydrocarbon.
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20. A method according to claim 1 wherein a proximity index is defined by i2 (xm)=Σ
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
L, the average of the corresponding differences EPab, (d) calculating Minimal index from the value of minimal index i2 (ab) where average EPab is the same as reproducibility standard for the property, wherein the property is a physicochemical property of material x and wherein said material comprises at least one of lube base oil, bright stock, proceco oil, wax and paraffin.
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of i2 (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
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21. The method according to claim 20 wherein the property is of the material which is a base oil and the property is at least one of the density, viscosity, Viscosity Index, Flash Point, Pour Point and the content of sulphur, nitrogen base, aromatic carbon and Polycyclic aromatic hydrocarbon.
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22. The method according to claim 20 wherein the property is of the material which is a wax or paraffin or mixture thereof with a base oil and the property is at least one of the density, viscosity and base oil content.
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23. The method according to claim 20 wherein the property is of the material which is a process oil and the property is at least one of the density, clear point, viscosity and content of sulphur or polycyclic aromatic hydrocarbon.
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24. A method according to claim 1 wherein a proximity index is defined by i2 (xm)=Σ
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
L, the average of the corresponding differences EPab, (d) calculating Minimal index from the value of minimal index i2 (ab) where average EPab is the same as reproducibility standard for the property, wherein the property is a physicochemical property or yield of a product of a process to which at least one material x is a feed and wherein said material comprises at least one of lube base oil, bright stock, proceco oil, wax and paraffin.
- (Dix-Dim)2 and is less than the minimal index im which has been determined from the standards Sa, Sb, Sc . . . by (a) calculating for each pair of standards Sa/Sb, Sa/Sc the value of (a,b) etc, (b) relating the values of i2 (a,b) etc to the corresponding differences EP (ab) in properties Pa, Pb etc (c) calculating for each value L for which i2 (ab) is ≦
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25. The method according to claim 24 wherein the property is of the material which is a base oil and the property is at least one of the density, viscosity, Viscosity Index, Flash Point, Pour Point and the content of sulphur, nitrogen base, aromatic carbon and Polycyclic aromatic hydrocarbon.
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26. The method according to claim 24 wherein the property is of the material which is a wax or paraffin or mixture thereof with a base oil and the property is at least one of the density, viscosity and base oil content.
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27. The method according to claim 24 wherein the property is of the material which is a process oil and the property is at least one of the density, clear point, viscosity and content of sulphur or polycyclic aromatic hydrocarbon.
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28. A computer to perform the method of determining or predicting a value Px which is a value of a property of a material X or a property of a product of a process from said material or yield of said process, which method comprises measuring the absorption Dix of said material at more than one wavelength in the region 600-2600 nm, comparing the said absorptions or a derivative thereof with absorptions Dim or derivatives thereof at the same wavelength for a number of standards S in a bank for which the said property of yield P is known, and choosing from the bank at least one standard Sm with property Pm said standard having the smallest average value of the absolute difference at each wavelength i between the absorption Di x (or derivative thereof) for the material and the absorption Di m (or derivative thereof) for the standard Sm to obtain Px, with averaging of said properties or yields Pm when more than one standard Sm is chosen wherein said material X is a composition comprising part of a lubricating oil fraction obtainable from a distillation of oil.
Specification