Chemicals property determination
First Claim
1. A method of determining or predicting a value Px of a property of a material which is a product of a process or is a feed to a process or a property of a product of a process from said material or yield of any of said processes, which method comprises measuring absorption Di x of said material at more than one wavelength in the region 600-2600 nm, comparing said absorptions or a derivative thereof with absorptions Di m or derivatives thereof at the same wavelengths 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 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 value Px and, when more than one standard Sm is chosen, averaging said properties or yields Pm and wherein said process is at least one of a polymerization, an oligomerization or an organic reaction in which at least one of the reactant and a product is a functionalized compound.
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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 the 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 standards Sm to obtain Px, with averaging of said properties or yields Pm when more than one standard Sm is chosen, and wherein said process is at least one of polymerization, an oligomerization or an organic reaction in which at least one of the reactant and a product is a functionalized compound.
65 Citations
17 Claims
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1. A method of determining or predicting a value Px of a property of a material which is a product of a process or is a feed to a process or a property of a product of a process from said material or yield of any of said processes, which method comprises measuring absorption Di x of said material at more than one wavelength in the region 600-2600 nm, comparing said absorptions or a derivative thereof with absorptions Di m or derivatives thereof at the same wavelengths 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 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 value Px and, when more than one standard Sm is chosen, averaging said properties or yields Pm and wherein said process is at least one of a polymerization, an oligomerization or an organic reaction in which at least one of the reactant and a product is a functionalized compound.
- View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16)
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4. A method according to claim 2 wherein the properties of the standards and spectra for consideration for possible choice are estimated by interpolation from measured properties of the standards and the spectra for which the proximity index with respect to an unknown is not more than 10 times the minimal index.
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5. A method according to claim 3 wherein at least one of a) the estimated standards and the corresponding spectra, and b) the property Px of the unknown material and its spectrum, are added to 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 process is a polymerization.
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9. A method according to claim 8 which is an addition polymerization of at least one unsaturated hydrocarbon, and the property to at least one of number and weight average molecular weight, molecular weight distribution, viscosity, viscosity index, fluidity index, density, chemical composition such as percentage of at least one monomer, or unsaturation of side chain group, crystallinity, rigidity, a flow property, draw strength at the flow threshold, cracking resistance and shock resistance.
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10. A method according to claim 9, wherein the process is a polymerization of at least one alpha olefin of 2 8 carbons and the property is of the product and is at least one of the density, fluidity index, degree of conversion, content of volatiles and, in the case of copolymerization percentage of comonomer.
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11. A method according to claim 9 wherein the process is a polymerization of isobutene and the property is of the product and is at least one of the viscosity, number average molecular weight, distribution of molecular weights, inflammability point, content of butene 1 unsaturation and maleinization index, and percentage of light and heavy fractions from distillation of the direct/product of the process.
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12. A method according to claim 8 wherein the process is the polymerization reaction of an expoxide in the presence of an organic compound containing at least one hydroxy group and the property is at least one of the degree of conversion, and of the product, hydroxyl index, viscosity and molecular weight.
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13. A method according to claim 1 wherein the process is a reaction in which at least one of a reactant and product is a functionalized compound, and is a hydration, dehydration, etherification, esterification, oxidation, ammonidation or carbonylation.
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14. A method according to claim 1 which is computer implemented.
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16. An apparatus suitable for use in the method of claim 1 which comprises an NIR spectrometer receiving at least one signal from a feed 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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15. A computer programmed to perform the method of determining or predicting a value Px which is a value of a property of a material X, which is a product of a process or is a feed to a process or a property of a product of a process from said material or is a yield of any of said processes, which method comprises measuring the absorption Dix of said material at more than one wavelength in the region 600-2600 nm, comparing 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 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, and, when more than one standard Sm is chosen, averaging said properties or yields Pm, wherein said process is at least one of a polymerization, an oligomerization or an organic reaction in which at least one of the reactant and a product is a functionalized compound.
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17. A computer implemented method for a system including a spectrometer linked to a process line containing a material X, which is a product of a process or a feed to a process, a computer linked to the spectrometer, and a controller linked to the computer and the process line, the computer including databanks having stored therein absorptions of standard materials and corresponding properties of said materials, or of products of a process from said materials or yield of said process, the method comprises steps of:
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measuring absorption at more than one wavelength in the region 600-2600 nm at the process line and producing absorption signals or derivatives thereof by the spectrometer in accordance therewith; assessing the databanks of the computer in accordance with the absorption signals or derivatives thereof; comparing, by the computer, the absorption signals or derivatives thereof to the absorptions of the standard materials stored in the databanks; choosing at least one standard based on the comparing, said standard having the smallest average value of the absolute difference at each wavelength i between the absorption (or derivative thereof) for the material and the absorption (or derivative thereof) for the standards, with averaging of said properties or yields when more than one standard is chosen; and controlling said process line in accordance with the outputted property/yield wherein said process is at least one of a polymerisation, an oligomerisation or an organic reaction in which at least one of the reactant and a product is a functionalized compound.
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Specification