CN118914165A - Polyurethane reaction process online monitoring method and system - Google Patents
Polyurethane reaction process online monitoring method and system Download PDFInfo
- Publication number
- CN118914165A CN118914165A CN202411406456.8A CN202411406456A CN118914165A CN 118914165 A CN118914165 A CN 118914165A CN 202411406456 A CN202411406456 A CN 202411406456A CN 118914165 A CN118914165 A CN 118914165A
- Authority
- CN
- China
- Prior art keywords
- nco
- molar flow
- raman spectrum
- polyurethane
- reaction
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000006243 chemical reaction Methods 0.000 title claims abstract description 164
- 229920002635 polyurethane Polymers 0.000 title claims abstract description 100
- 239000004814 polyurethane Substances 0.000 title claims abstract description 100
- 238000000034 method Methods 0.000 title claims abstract description 54
- 238000012544 monitoring process Methods 0.000 title claims abstract description 54
- IQPQWNKOIGAROB-UHFFFAOYSA-N isocyanate group Chemical group [N-]=C=O IQPQWNKOIGAROB-UHFFFAOYSA-N 0.000 claims abstract description 139
- 238000001237 Raman spectrum Methods 0.000 claims abstract description 93
- 238000001069 Raman spectroscopy Methods 0.000 claims abstract description 26
- 230000008569 process Effects 0.000 claims abstract description 15
- -1 diisocyanate compound Chemical class 0.000 claims description 25
- 239000000178 monomer Substances 0.000 claims description 20
- 239000000523 sample Substances 0.000 claims description 19
- 238000006116 polymerization reaction Methods 0.000 claims description 13
- 239000004970 Chain extender Substances 0.000 claims description 11
- 239000012948 isocyanate Substances 0.000 claims description 11
- 150000002513 isocyanates Chemical class 0.000 claims description 9
- 239000000126 substance Substances 0.000 claims description 6
- 239000002994 raw material Substances 0.000 claims description 5
- 125000003118 aryl group Chemical group 0.000 claims description 3
- 150000001875 compounds Chemical class 0.000 claims description 3
- 239000000376 reactant Substances 0.000 claims description 2
- 238000001228 spectrum Methods 0.000 abstract description 10
- 238000004458 analytical method Methods 0.000 abstract description 6
- 230000015572 biosynthetic process Effects 0.000 abstract description 3
- 238000003786 synthesis reaction Methods 0.000 abstract description 3
- 238000012569 chemometric method Methods 0.000 abstract 1
- WERYXYBDKMZEQL-UHFFFAOYSA-N butane-1,4-diol Chemical compound OCCCCO WERYXYBDKMZEQL-UHFFFAOYSA-N 0.000 description 15
- 229920001610 polycaprolactone Polymers 0.000 description 14
- 238000012360 testing method Methods 0.000 description 13
- RRAMGCGOFNQTLD-UHFFFAOYSA-N hexamethylene diisocyanate Chemical compound O=C=NCCCCCCN=C=O RRAMGCGOFNQTLD-UHFFFAOYSA-N 0.000 description 11
- 238000005481 NMR spectroscopy Methods 0.000 description 10
- 238000012937 correction Methods 0.000 description 9
- 238000004611 spectroscopical analysis Methods 0.000 description 9
- UFHFLCQGNIYNRP-UHFFFAOYSA-N Hydrogen Chemical compound [H][H] UFHFLCQGNIYNRP-UHFFFAOYSA-N 0.000 description 8
- 238000001514 detection method Methods 0.000 description 8
- 239000001257 hydrogen Substances 0.000 description 8
- 229910052739 hydrogen Inorganic materials 0.000 description 8
- 239000004632 polycaprolactone Substances 0.000 description 7
- 238000007781 pre-processing Methods 0.000 description 7
- OKKJLVBELUTLKV-UHFFFAOYSA-N Methanol Chemical compound OC OKKJLVBELUTLKV-UHFFFAOYSA-N 0.000 description 6
- 239000010453 quartz Substances 0.000 description 6
- 230000009257 reactivity Effects 0.000 description 6
- VYPSYNLAJGMNEJ-UHFFFAOYSA-N silicon dioxide Inorganic materials O=[Si]=O VYPSYNLAJGMNEJ-UHFFFAOYSA-N 0.000 description 6
- LYCAIKOWRPUZTN-UHFFFAOYSA-N Ethylene glycol Chemical compound OCCO LYCAIKOWRPUZTN-UHFFFAOYSA-N 0.000 description 5
- 125000005442 diisocyanate group Chemical group 0.000 description 5
- 150000002009 diols Chemical class 0.000 description 5
- 238000005070 sampling Methods 0.000 description 5
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 5
- UPMLOUAZCHDJJD-UHFFFAOYSA-N 4,4'-Diphenylmethane Diisocyanate Chemical compound C1=CC(N=C=O)=CC=C1CC1=CC=C(N=C=O)C=C1 UPMLOUAZCHDJJD-UHFFFAOYSA-N 0.000 description 4
- 238000004497 NIR spectroscopy Methods 0.000 description 4
- 239000000853 adhesive Substances 0.000 description 4
- 230000001070 adhesive effect Effects 0.000 description 4
- 238000005580 one pot reaction Methods 0.000 description 4
- WEVYAHXRMPXWCK-UHFFFAOYSA-N Acetonitrile Chemical compound CC#N WEVYAHXRMPXWCK-UHFFFAOYSA-N 0.000 description 3
- DNIAPMSPPWPWGF-UHFFFAOYSA-N Propylene glycol Chemical compound CC(O)CO DNIAPMSPPWPWGF-UHFFFAOYSA-N 0.000 description 3
- 238000004364 calculation method Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
- 238000005206 flow analysis Methods 0.000 description 3
- 125000002887 hydroxy group Chemical group [H]O* 0.000 description 3
- 239000007791 liquid phase Substances 0.000 description 3
- 238000005259 measurement Methods 0.000 description 3
- 238000010606 normalization Methods 0.000 description 3
- 239000013307 optical fiber Substances 0.000 description 3
- 238000002360 preparation method Methods 0.000 description 3
- 238000004445 quantitative analysis Methods 0.000 description 3
- 230000003595 spectral effect Effects 0.000 description 3
- 238000002834 transmittance Methods 0.000 description 3
- QTBSBXVTEAMEQO-UHFFFAOYSA-N Acetic acid Chemical compound CC(O)=O QTBSBXVTEAMEQO-UHFFFAOYSA-N 0.000 description 2
- KAKZBPTYRLMSJV-UHFFFAOYSA-N Butadiene Chemical compound C=CC=C KAKZBPTYRLMSJV-UHFFFAOYSA-N 0.000 description 2
- 101001121408 Homo sapiens L-amino-acid oxidase Proteins 0.000 description 2
- VEXZGXHMUGYJMC-UHFFFAOYSA-N Hydrochloric acid Chemical compound Cl VEXZGXHMUGYJMC-UHFFFAOYSA-N 0.000 description 2
- 102100026388 L-amino-acid oxidase Human genes 0.000 description 2
- 239000007864 aqueous solution Substances 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 230000005284 excitation Effects 0.000 description 2
- 238000002329 infrared spectrum Methods 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 125000001434 methanylylidene group Chemical group [H]C#[*] 0.000 description 2
- 125000002496 methyl group Chemical group [H]C([H])([H])* 0.000 description 2
- 238000002156 mixing Methods 0.000 description 2
- 239000012299 nitrogen atmosphere Substances 0.000 description 2
- 238000000655 nuclear magnetic resonance spectrum Methods 0.000 description 2
- 230000005693 optoelectronics Effects 0.000 description 2
- 230000035484 reaction time Effects 0.000 description 2
- 238000004885 tandem mass spectrometry Methods 0.000 description 2
- 238000004448 titration Methods 0.000 description 2
- 230000009466 transformation Effects 0.000 description 2
- ZXHZWRZAWJVPIC-UHFFFAOYSA-N 1,2-diisocyanatonaphthalene Chemical compound C1=CC=CC2=C(N=C=O)C(N=C=O)=CC=C21 ZXHZWRZAWJVPIC-UHFFFAOYSA-N 0.000 description 1
- 239000005059 1,4-Cyclohexyldiisocyanate Substances 0.000 description 1
- ALQLPWJFHRMHIU-UHFFFAOYSA-N 1,4-diisocyanatobenzene Chemical compound O=C=NC1=CC=C(N=C=O)C=C1 ALQLPWJFHRMHIU-UHFFFAOYSA-N 0.000 description 1
- YBRVSVVVWCFQMG-UHFFFAOYSA-N 4,4'-diaminodiphenylmethane Chemical compound C1=CC(N)=CC=C1CC1=CC=C(N)C=C1 YBRVSVVVWCFQMG-UHFFFAOYSA-N 0.000 description 1
- XRHGYUZYPHTUJZ-UHFFFAOYSA-M 4-chlorobenzoate Chemical compound [O-]C(=O)C1=CC=C(Cl)C=C1 XRHGYUZYPHTUJZ-UHFFFAOYSA-M 0.000 description 1
- 239000005057 Hexamethylene diisocyanate Substances 0.000 description 1
- 101000827703 Homo sapiens Polyphosphoinositide phosphatase Proteins 0.000 description 1
- VQTUBCCKSQIDNK-UHFFFAOYSA-N Isobutene Chemical group CC(C)=C VQTUBCCKSQIDNK-UHFFFAOYSA-N 0.000 description 1
- 239000005058 Isophorone diisocyanate Substances 0.000 description 1
- 229920001730 Moisture cure polyurethane Polymers 0.000 description 1
- 239000002202 Polyethylene glycol Substances 0.000 description 1
- 102100023591 Polyphosphoinositide phosphatase Human genes 0.000 description 1
- 229960000583 acetic acid Drugs 0.000 description 1
- 125000003277 amino group Chemical group 0.000 description 1
- OWBTYPJTUOEWEK-UHFFFAOYSA-N butane-2,3-diol Chemical compound CC(O)C(C)O OWBTYPJTUOEWEK-UHFFFAOYSA-N 0.000 description 1
- 239000003054 catalyst Substances 0.000 description 1
- 238000011109 contamination Methods 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 230000001066 destructive effect Effects 0.000 description 1
- KORSJDCBLAPZEQ-UHFFFAOYSA-N dicyclohexylmethane-4,4'-diisocyanate Chemical compound C1CC(N=C=O)CCC1CC1CCC(N=C=O)CC1 KORSJDCBLAPZEQ-UHFFFAOYSA-N 0.000 description 1
- 238000007865 diluting Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000001914 filtration Methods 0.000 description 1
- 238000001506 fluorescence spectroscopy Methods 0.000 description 1
- 125000000524 functional group Chemical group 0.000 description 1
- 239000007789 gas Substances 0.000 description 1
- 239000012362 glacial acetic acid Substances 0.000 description 1
- 238000010438 heat treatment Methods 0.000 description 1
- 230000007062 hydrolysis Effects 0.000 description 1
- 238000006460 hydrolysis reaction Methods 0.000 description 1
- WGCNASOHLSPBMP-UHFFFAOYSA-N hydroxyacetaldehyde Natural products OCC=O WGCNASOHLSPBMP-UHFFFAOYSA-N 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- NIMLQBUJDJZYEJ-UHFFFAOYSA-N isophorone diisocyanate Chemical compound CC1(C)CC(N=C=O)CC(C)(CN=C=O)C1 NIMLQBUJDJZYEJ-UHFFFAOYSA-N 0.000 description 1
- 239000012528 membrane Substances 0.000 description 1
- 238000004476 mid-IR spectroscopy Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 229920000515 polycarbonate Polymers 0.000 description 1
- 239000004417 polycarbonate Substances 0.000 description 1
- 229920000921 polyethylene adipate Polymers 0.000 description 1
- 229920001223 polyethylene glycol Polymers 0.000 description 1
- 229920000642 polymer Polymers 0.000 description 1
- 229920001451 polypropylene glycol Polymers 0.000 description 1
- VHNQIURBCCNWDN-UHFFFAOYSA-N pyridine-2,6-diamine Chemical compound NC1=CC=CC(N)=N1 VHNQIURBCCNWDN-UHFFFAOYSA-N 0.000 description 1
- 238000010223 real-time analysis Methods 0.000 description 1
- 238000011897 real-time detection Methods 0.000 description 1
- 239000000243 solution Substances 0.000 description 1
- 239000002904 solvent Substances 0.000 description 1
- 230000000087 stabilizing effect Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 125000003698 tetramethyl group Chemical group [H]C([H])([H])* 0.000 description 1
- DVKJHBMWWAPEIU-UHFFFAOYSA-N toluene 2,4-diisocyanate Chemical compound CC1=CC=C(N=C=O)C=C1N=C=O DVKJHBMWWAPEIU-UHFFFAOYSA-N 0.000 description 1
- 238000007039 two-step reaction Methods 0.000 description 1
- 238000000870 ultraviolet spectroscopy Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/65—Raman scattering
-
- C—CHEMISTRY; METALLURGY
- C08—ORGANIC MACROMOLECULAR COMPOUNDS; THEIR PREPARATION OR CHEMICAL WORKING-UP; COMPOSITIONS BASED THEREON
- C08G—MACROMOLECULAR COMPOUNDS OBTAINED OTHERWISE THAN BY REACTIONS ONLY INVOLVING UNSATURATED CARBON-TO-CARBON BONDS
- C08G18/00—Polymeric products of isocyanates or isothiocyanates
- C08G18/06—Polymeric products of isocyanates or isothiocyanates with compounds having active hydrogen
- C08G18/08—Processes
Landscapes
- Health & Medical Sciences (AREA)
- Chemical & Material Sciences (AREA)
- Chemical Kinetics & Catalysis (AREA)
- Medicinal Chemistry (AREA)
- Polymers & Plastics (AREA)
- Organic Chemistry (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- General Health & Medical Sciences (AREA)
- General Physics & Mathematics (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
- Polyurethanes Or Polyureas (AREA)
Abstract
Description
技术领域Technical Field
本发明涉及化学反应进度监测技术领域,具体涉及一种聚氨酯反应进程在线监测方法和系统。The invention relates to the technical field of chemical reaction progress monitoring, and in particular to a polyurethane reaction process online monitoring method and system.
背景技术Background Art
聚氨酯可由二异氰酸酯单体、二醇单体以及扩链剂合成。聚氨酯的反应进程被定义为反应至某时刻,被聚合反应消耗的异氰酸酯基团摩尔量占初始投料异氰酸酯基团的百分比,反映了体系中异氰酸酯基团的含量变化,也表征了聚氨酯体系反应进行到何种程度。开发一种实时、准确的异氰酸酯基团反应程度在线监测方法对稳定聚合生产过程、控制产品质量具有重要意义。Polyurethane can be synthesized from diisocyanate monomers, diol monomers and chain extenders. The reaction process of polyurethane is defined as the percentage of the molar amount of isocyanate groups consumed by the polymerization reaction to the initial isocyanate groups at a certain moment in the reaction, which reflects the change in the content of isocyanate groups in the system and also characterizes the extent to which the polyurethane system reaction proceeds. Developing a real-time and accurate online monitoring method for the degree of isocyanate group reaction is of great significance for stabilizing the polymerization production process and controlling product quality.
在预聚阶段,异氰酸酯基团需要过量投放,当异氰酸酯基团摩尔量不再发生变化后可认为预聚阶段结束;在扩链阶段,又需要严格控制扩链剂的投放量,将异氰酸酯基团恰好反应,因此,异氰酸酯基团的摩尔量在聚氨酯合成中占据重要地位。In the prepolymerization stage, the isocyanate group needs to be added in excess. When the molar amount of the isocyanate group no longer changes, the prepolymerization stage can be considered to be over. In the chain extension stage, the amount of chain extender added needs to be strictly controlled to make the isocyanate group react just right. Therefore, the molar amount of the isocyanate group occupies an important position in the synthesis of polyurethane.
专利CN112147237A公开了一种测定二异氰酸酯化合物中异氰酸酯基团反应活性的方法,包含:在溶剂存在的条件下,将二异氰酸酯化合物与甲醇在容器中均匀混合后进行反应,同时采用气相色谱仪测定混合物中不同组分在反应过程中的含量变化;其中,所述异氰酸酯基团的摩尔数小于等于甲醇的摩尔数。所述方法测定异氰酸酯基团的反应活性,包括具有不同空间位阻效应的异氰酸酯基团的反应活性,分子中已经参与反应的异氰酸酯基团对于未反应的异氰酸酯基团反应活性的影响、具有异构体结构的异氰酸酯化合物的反应活性等,操作简便、快捷高效、测量精度高。其测定了多种异氰酸酯基团的反应活性,但不涉及反应程度的检测。Patent CN112147237A discloses a method for determining the reactivity of isocyanate groups in diisocyanate compounds, comprising: in the presence of a solvent, uniformly mixing the diisocyanate compound with methanol in a container and reacting, and using a gas chromatograph to determine the content changes of different components in the mixture during the reaction; wherein the molar number of the isocyanate group is less than or equal to the molar number of methanol. The method determines the reactivity of isocyanate groups, including the reactivity of isocyanate groups with different steric hindrance effects, the influence of isocyanate groups that have participated in the reaction on the reactivity of unreacted isocyanate groups in the molecule, and the reactivity of isocyanate compounds with isomeric structures, etc. The operation is simple, fast, efficient, and has high measurement accuracy. It determines the reactivity of multiple isocyanate groups, but does not involve the detection of the degree of reaction.
诸多工作指出测定异氰酸酯类化合物的方法,如专利CN109444278A提出通过液相串联质谱测定粘胶剂中二苯基甲烷二异氰酸酯,公开了一种粘胶剂中二苯基甲烷二异氰酸酯的测定方法,包括,水解液配制步骤:在离子水中加入盐酸和冰乙酸,然后加水稀释,再加入乙腈,混合均匀,得到水解液;水浴步骤:取粘胶剂,在粘胶剂中加入水解液,水浴加热,得到水溶液;测定步骤:将水溶液过滤膜,然后经过液相串联质谱仪测定。该测定方法利用液相串联质谱测定二苯基甲烷二异氰酸酯的水解产物,操作简单,效率高,准确度高。Many works point out methods for determining isocyanate compounds. For example, patent CN109444278A proposes to determine diphenylmethane diisocyanate in adhesives by liquid phase tandem mass spectrometry, and discloses a method for determining diphenylmethane diisocyanate in adhesives, including a hydrolyzate preparation step: adding hydrochloric acid and glacial acetic acid to ionized water, then diluting with water, then adding acetonitrile, mixing evenly, to obtain a hydrolyzate; a water bath step: taking an adhesive, adding a hydrolyzate to the adhesive, heating in a water bath, to obtain an aqueous solution; a determination step: filtering the aqueous solution through a membrane, and then determining it by a liquid phase tandem mass spectrometer. The determination method uses liquid phase tandem mass spectrometry to determine the hydrolysis product of diphenylmethane diisocyanate, and has simple operation, high efficiency, and high accuracy.
异氰酸酯基团的检测方法多为离线化验。化工行业标准《HG/T 2409-2023 聚氨酯预聚体中异氰酸酯基含量的测定》提出通过滴定法和近红外光谱法进行化验,两种方法都依靠人工抽样,首先测定得到聚合物采样的异氰酸酯基团摩尔量,再转换为反应程度。滴定法从采样开始到获得结果,一般需要6-8小时,存在较大的时滞,反应程度化验结果无法即时地用于指导自动化工艺生产,不利于控制产品质量;近红外光谱法局限性高,易受样品化学结构、测量温度以及被分析体系与其它成分,如催化剂、水含量等相互作用的影响,被测物系的性质波动或污染会显著影响检测结果,近红外光谱基于数据建模的分析模式存在模型预测值逐渐漂移的风险。Most of the detection methods for isocyanate groups are offline tests. The chemical industry standard "HG/T 2409-2023 Determination of Isocyanate Group Content in Polyurethane Prepolymers" proposes testing through titration and near-infrared spectroscopy. Both methods rely on manual sampling. First, the molar amount of isocyanate groups in the polymer sample is determined, and then converted into the degree of reaction. The titration method generally takes 6-8 hours from sampling to obtaining results, and there is a large time lag. The test results of the degree of reaction cannot be used immediately to guide automated process production, which is not conducive to controlling product quality; near-infrared spectroscopy has high limitations and is easily affected by the chemical structure of the sample, the measurement temperature, and the interaction between the analyzed system and other components, such as catalysts, water content, etc. Fluctuations or contamination of the properties of the measured system will significantly affect the test results. The analysis mode of near-infrared spectroscopy based on data modeling has the risk of gradual drift of model prediction values.
聚氨酯体系的反应进程亟需一种能够在线、普适的检测方法,以便于能够对聚合过程进行实时监测、实现反馈控制等。The reaction process of the polyurethane system urgently needs an online and universal detection method to facilitate real-time monitoring of the polymerization process and realize feedback control.
发明内容Summary of the invention
本发明针对现有技术中聚氨酯合成中反应进程在线监测方法缺失,或存在对反应过程有影响等不足,提供一种利用拉曼光谱信号对异氰酸酯基团检测,进而实现聚氨酯反应进程在线监测的方法,具有实时性好、准确度高、适用面广、模型免标定、设备技改成本低等优点,不会对聚合过程产生任何影响。In view of the shortcomings of the prior art such as the lack of an online monitoring method for the reaction progress in polyurethane synthesis or the existence of an influence on the reaction process, the present invention provides a method for detecting isocyanate groups by using Raman spectroscopy signals to achieve online monitoring of the polyurethane reaction process. The method has the advantages of good real-time performance, high accuracy, wide applicability, no model calibration, low equipment technical transformation cost, etc., and will not have any influence on the polymerization process.
为实现上述目的,本发明采用的技术方案是:To achieve the above object, the technical solution adopted by the present invention is:
一种聚氨酯反应进程在线监测方法,包括步骤:通过拉曼光谱在线监测反应过程中异氰酸酯基团的摩尔流量或摩尔流率,实现聚氨酯反应进程的在线监测;所述异氰酸酯基团的拉曼特征信号波段为1400-1500cm-1或2000-4000cm-1中任一波段。A method for online monitoring of a polyurethane reaction process comprises the following steps: online monitoring of the molar flow rate or molar flow rate of isocyanate groups during the reaction process by Raman spectroscopy to achieve online monitoring of the polyurethane reaction process; the Raman characteristic signal band of the isocyanate groups is any one of 1400-1500 cm -1 or 2000-4000 cm -1 .
本发明中针对二异氰酸酯化合物为单体的聚氨酯反应过程,由于预聚反应为过量的二异氰酸酯单体与二羟基单体进行的加成预聚反应,产物为二异氰酸酯基团封端的预聚物,反应方程式如式(5)所示;预聚物会进一步与扩链剂的羟基或氨基发生加成扩链反应,消耗异氰酸酯基团,生成聚氨酯的高分子量产物,反应方程式如式(6)所示。In the polyurethane reaction process with diisocyanate compounds as monomers in the present invention, since the prepolymerization reaction is an addition prepolymerization reaction of excess diisocyanate monomers and dihydroxy monomers, the product is a prepolymer terminated with diisocyanate groups, and the reaction equation is shown in Formula (5); the prepolymer will further undergo an addition chain extension reaction with the hydroxyl group or amino group of the chain extender, consuming the isocyanate groups to generate a high molecular weight polyurethane product, and the reaction equation is shown in Formula (6).
(5) (5)
(6) (6)
因此,反应历程中,异氰酸酯基团摩尔量的变化直接反映了反应进程,可通过对于反应器或工艺管线中分析监测异氰酸酯基团的摩尔量来实现聚氨酯反应进程的计算,从而实现在线监测的目的。Therefore, during the reaction, the change in the molar amount of isocyanate groups directly reflects the progress of the reaction. The polyurethane reaction progress can be calculated by analyzing and monitoring the molar amount of isocyanate groups in the reactor or process pipeline, thereby achieving the purpose of online monitoring.
t时刻下,当所述聚氨酯反应为间歇式时,所述异氰酸酯基团的摩尔流量n(t)NCO与反应进程x(t)%之间的关系如式(1)所示:At time t, when the polyurethane reaction is intermittent, the relationship between the molar flow rate n(t) NCO of the isocyanate group and the reaction progress x(t)% is as shown in formula (1):
(1) (1)
其中,反应进程x(t)%的单位为%,异氰酸酯基团的摩尔流量n(t)NCO的单位为mol,n(0)NCO为异氰酸酯基团的初始摩尔量,单位为mol;Wherein, the unit of reaction progress x(t)% is %, the unit of molar flow rate of isocyanate groups n(t) NCO is mol, and n(0) NCO is the initial molar amount of isocyanate groups, in mol;
当所述聚氨酯反应为连续性时,所述异氰酸酯基团的摩尔流率F(t)NCO与反应进程x(t)%之间的关系如式(2)所示:When the polyurethane reaction is continuous, the relationship between the molar flow rate F(t) NCO of the isocyanate group and the reaction progress x(t)% is as shown in formula (2):
(2) (2)
其中,反应进程x(t)%的单位为%,异氰酸酯基团的摩尔流率F(t)NCO的单位为mol/min或kmol/h,F(0)NCO为异氰酸酯基团的投料摩尔量,单位为mol/min或kmol/h。Wherein, the unit of reaction progress x(t)% is %, the unit of molar flow rate of isocyanate group F(t) NCO is mol/min or kmol/h, and F(0) NCO is the molar amount of isocyanate group fed, in mol/min or kmol/h.
相较于近红外光谱、中红外光谱、紫外光谱和荧光光谱等方法,拉曼光谱具有检测方式对样品无损、方便,官能团的拉曼位移具有“指纹性”,定量分析模型抵抗数据漂移能力强,检测时间段可实现远距离实时分析等优势。本发明中意外发现异氰酸酯基团的特征信号在拉曼光谱中凸出,无重叠,非常有利于作为监测目标值。Compared with near-infrared spectroscopy, mid-infrared spectroscopy, ultraviolet spectroscopy and fluorescence spectroscopy, Raman spectroscopy has the advantages of non-destructive and convenient detection of samples, the Raman shift of functional groups has "fingerprint properties", the quantitative analysis model has strong resistance to data drift, and the detection time period can achieve long-distance real-time analysis. In the present invention, it was unexpectedly found that the characteristic signal of the isocyanate group is protruding in the Raman spectrum without overlap, which is very beneficial as a monitoring target value.
当所述聚氨酯反应为间歇性时,所述异氰酸酯基团的摩尔流量n(t)NCO与拉曼光谱特征信号的关系如式(3)所示:When the polyurethane reaction is intermittent, the molar flow rate n(t) NCO of the isocyanate group and the Raman spectral characteristic signal The relationship is shown in formula (3):
(3) (3)
其中,k为拉曼光谱的相关系数,为t时刻下,异氰酸酯基团的拉曼特征信号波段的峰面积。Where k is the correlation coefficient of Raman spectrum, is the peak area of the Raman characteristic signal band of the isocyanate group at time t.
当所述聚氨酯反应为连续性时,所述异氰酸酯基团的摩尔流率F(t)NCO与反应进程x(t)%之间的关系如式(4)所示:When the polyurethane reaction is continuous, the relationship between the molar flow rate F(t) NCO of the isocyanate group and the reaction progress x(t)% is as shown in formula (4):
(4) (4)
其中,反应进程x(t)%的单位为%,异氰酸酯基团的摩尔流率F(t)NCO的单位为mol/min或kmol/h,F(0)NCO为异氰酸酯基团的投料摩尔流率,单位为mol/min或kmol/h。Wherein, the unit of reaction progress x(t)% is %, the unit of molar flow rate of isocyanate group F(t) NCO is mol/min or kmol/h, and F(0) NCO is the feeding molar flow rate of isocyanate group, the unit is mol/min or kmol/h.
当所述聚氨酯反应为间歇性时,聚氨酯反应进程的在线监测具体包括步骤:When the polyurethane reaction is intermittent, the online monitoring of the polyurethane reaction process specifically includes the following steps:
步骤1,以二异氰酸酯化合物标准品建立异氰酸酯基团拉曼光谱特征信号与异氰酸酯基团的摩尔流量的标准曲线,得到异氰酸酯基团的摩尔流量nNCO与拉曼光谱特征信号的关系式,k为拉曼光谱的相关系数;Step 1: Establish a standard curve of the Raman spectrum characteristic signal of the isocyanate group and the molar flow rate of the isocyanate group using a diisocyanate compound standard to obtain the molar flow rate n NCO of the isocyanate group and the Raman spectrum characteristic signal The relationship , k is the correlation coefficient of Raman spectrum;
步骤2,在线实时采集聚氨酯反应过程中的拉曼光谱,根据步骤1中的关系式得到反应过程中实时的异氰酸酯基团的摩尔流量n(t)NCO;Step 2, collecting the Raman spectrum in the polyurethane reaction process online in real time, and obtaining the real-time molar flow rate n(t) NCO of the isocyanate group in the reaction process according to the relationship in step 1;
步骤3,根据实时的异氰酸酯基团的摩尔流量n(t)NCO计算得到聚氨酯反应进程x(t)%。Step 3: Calculate the polyurethane reaction progress x(t)% based on the real-time molar flow rate of isocyanate groups n(t) NCO .
具体地,步骤1包括步骤:Specifically, step 1 includes the steps of:
步骤1-1,配置一系列浓度的二异氰酸酯化合物单体标准品,进行拉曼光谱测试,得到标准品的拉曼光谱;Step 1-1, preparing a series of concentrations of diisocyanate compound monomer standard products, performing Raman spectroscopy testing, and obtaining Raman spectra of the standard products;
步骤1-2,对步骤1-1的标准品拉曼光谱进行预处理,包括背景扣除、基线校正和谱图标准化,获取二异氰酸酯化合物标准品的标准化拉曼光谱;Step 1-2, preprocessing the Raman spectrum of the standard product in step 1-1, including background subtraction, baseline correction and spectrum standardization, to obtain a standardized Raman spectrum of the diisocyanate compound standard product;
步骤1-3,利用拉曼光谱特征信号与浓度之间的依数性,在300-4000cm-1波段范围内选择异氰酸酯基团的特征信号,以特征波段1400-1500cm-1或2000-4000cm-1作为异氰酸酯基团的特征信号,得到异氰酸酯基团的摩尔流量nNCO与拉曼光谱特征信号的关系式,k为拉曼光谱的相关系数。Step 1-3, using the colligative property between the characteristic signal of Raman spectrum and the concentration, the characteristic signal of isocyanate group is selected in the band range of 300-4000 cm -1 , and the characteristic band of 1400-1500 cm -1 or 2000-4000 cm -1 is used as the characteristic signal of isocyanate group, and the molar flow rate n NCO of isocyanate group and the characteristic signal of Raman spectrum are obtained. The relationship , k is the correlation coefficient of Raman spectrum.
具体地,步骤2包括步骤:Specifically, step 2 includes the steps of:
步骤2-1,利用拉曼光谱探头实时采集聚氨酯反应器中的t时刻的拉曼光谱信息;Step 2-1, using a Raman spectroscopy probe to collect Raman spectroscopy information at time t in the polyurethane reactor in real time;
步骤2-2,对步骤2-1采集的拉曼光谱信息进行预处理,具体包括:背景扣除、基线校正和谱图标准化,获取反应器中的标准化在线拉曼光谱,获得1400-1500cm-1或2000-4000cm-1范围的异氰酸酯基团特征信号的峰面积,面积数值的大小记为A(t)NCO; Step 2-2, preprocessing the Raman spectrum information collected in step 2-1, specifically including: background subtraction, baseline correction and spectrum standardization, obtaining a standardized online Raman spectrum in the reactor, obtaining the peak area of the characteristic signal of the isocyanate group in the range of 1400-1500 cm -1 or 2000-4000 cm -1 , and the size of the area value is recorded as A(t) NCO;
步骤3具体包括:根据t时刻下的异氰酸酯基团拉曼光谱特性信号峰面积A(t)NCO依次通过式(3)、式(1)的化学计量学关系计算聚氨酯反应进程x(t)%。Step 3 specifically includes: calculating the polyurethane reaction progress x(t)% according to the peak area A(t) NCO of the Raman spectrum characteristic signal of the isocyanate group at time t through the stoichiometric relationship of formula (3) and formula (1).
(3) (3)
(1) (1)
其中,n(t)NCO为t时刻下反应器中异氰酸酯基团的摩尔流量,单位为mol,n(0)NCO为异氰酸酯基团的初始摩尔量,单位为mol。Wherein, n(t) NCO is the molar flow rate of isocyanate groups in the reactor at time t, in mol, and n(0) NCO is the initial molar amount of isocyanate groups, in mol.
当所述聚氨酯反应为连续性时,聚氨酯反应进程的在线监测具体包括步骤:When the polyurethane reaction is continuous, the online monitoring of the polyurethane reaction process specifically includes the following steps:
步骤1,以二异氰酸酯化合物标准品建立异氰酸酯基团拉曼光谱特征信号与异氰酸酯基团的摩尔流率的标准曲线,得到异氰酸酯基团的摩尔流率F(t)NCO与拉曼光谱特征信号的关系式,k为拉曼光谱的相关系数;Step 1: Establish a standard curve of the Raman spectrum characteristic signal of the isocyanate group and the molar flow rate of the isocyanate group using a diisocyanate compound standard to obtain the molar flow rate F(t) NCO of the isocyanate group and the Raman spectrum characteristic signal The relationship , k is the correlation coefficient of Raman spectrum;
步骤2,在线实时采集聚氨酯连续反应过程中的拉曼光谱,根据步骤1中的关系式得到反应过程中实时的异氰酸酯基团的摩尔流率F(t)NCO;Step 2, collecting the Raman spectrum of the polyurethane continuous reaction process online in real time, and obtaining the real-time molar flow rate F(t) NCO of the isocyanate group during the reaction process according to the relationship in step 1;
步骤3,根据实时的异氰酸酯基团的摩尔流率F(t)NCO计算得到聚氨酯反应进程x(t)%。Step 3: Calculate the polyurethane reaction progress x(t)% based on the real-time molar flow rate F(t) NCO of the isocyanate group.
具体地,步骤1包括步骤:Specifically, step 1 includes the steps of:
步骤1-1,配置一系列浓度的二异氰酸酯化合物单体标准品,进行拉曼光谱测试,得到标准品的拉曼光谱;Step 1-1, preparing a series of concentrations of diisocyanate compound monomer standard products, performing Raman spectroscopy testing, and obtaining Raman spectra of the standard products;
步骤1-2,对步骤1-1的标准品拉曼光谱进行预处理,包括背景扣除、基线校正和谱图标准化,获取二异氰酸酯化合物标准品的标准化拉曼光谱;Step 1-2, preprocessing the Raman spectrum of the standard product in step 1-1, including background subtraction, baseline correction and spectrum standardization, to obtain a standardized Raman spectrum of the diisocyanate compound standard product;
步骤1-3,利用拉曼光谱特征信号与浓度之间的依数性,在300-4000cm-1波段范围内选择异氰酸酯基团的特征信号,以特征波段1400-1500cm-1或2000-4000cm-1作为异氰酸酯基团的特征信号,得到异氰酸酯基团的摩尔流率FNCO与拉曼光谱特征信号的关系式,k为拉曼光谱的相关系数。Step 1-3, using the colligative property between the characteristic signal of Raman spectrum and the concentration, the characteristic signal of isocyanate group is selected in the band range of 300-4000 cm -1 , and the characteristic band of 1400-1500 cm -1 or 2000-4000 cm -1 is used as the characteristic signal of isocyanate group, and the molar flow rate F NCO of isocyanate group and the characteristic signal of Raman spectrum are obtained. The relationship , k is the correlation coefficient of Raman spectrum.
具体地,步骤2包括步骤:Specifically, step 2 includes the steps of:
步骤2-1,利用拉曼谱探头实时采集聚氨酯反应器中的t时刻的拉曼光谱信息;Step 2-1, using a Raman spectrum probe to collect Raman spectrum information at time t in the polyurethane reactor in real time;
步骤2-2,对步骤2-1采集的拉曼光谱信息进行预处理,具体包括:背景扣除、基线校正和谱图标准化,获取反应器中的标准化在线拉曼光谱,获得1400-1500cm-1或2000-4000cm-1范围的异氰酸酯基团特征信号的峰面积,面积数值的大小记为A(t)NCO; Step 2-2, preprocessing the Raman spectrum information collected in step 2-1, specifically including: background subtraction, baseline correction and spectrum standardization, obtaining a standardized online Raman spectrum in the reactor, obtaining the peak area of the characteristic signal of the isocyanate group in the range of 1400-1500 cm -1 or 2000-4000 cm -1 , and the size of the area value is recorded as A(t) NCO;
步骤3具体包括:根据t时刻下的异氰酸酯基团拉曼光谱特性信号峰面积A(t)NCO依次通过式(4)、式(2)的化学计量学关系计算聚氨酯反应进程x(t)%。Step 3 specifically includes: calculating the polyurethane reaction progress x(t)% according to the peak area A(t) NCO of the Raman spectrum characteristic signal of the isocyanate group at time t through the stoichiometric relationship of formula (4) and formula (2).
(4) (4)
(2) (2)
其中,F(t)NCO为t时刻下反应器中异氰酸酯基团的摩尔流率,单位为mol/min或kmol/h,F(0)NCO为异氰酸酯基团的投料摩尔流率,单位为mol/min或kmol/h。Wherein, F(t) NCO is the molar flow rate of isocyanate groups in the reactor at time t, in mol/min or kmol/h, and F(0) NCO is the feed molar flow rate of isocyanate groups, in mol/min or kmol/h.
所述聚氨酯反应指原料包括二异氰酸酯化合物单体和二羟基化合物单体及扩链剂进行的反应;The polyurethane reaction refers to the reaction of raw materials including diisocyanate compound monomers, dihydroxy compound monomers and chain extenders;
所述聚氨酯反应包括预聚和扩链两个阶段,本发明的监测方法适用于两个阶段任意时候。The polyurethane reaction includes two stages: prepolymerization and chain extension. The monitoring method of the present invention is applicable to any time in the two stages.
优选地,所述聚氨酯反应的原料还包括扩链剂。Preferably, the raw materials for the polyurethane reaction also include a chain extender.
所述二异氰酸酯化合物单体包括芳香族和/或脂肪族二异氰酸酯化合物。The diisocyanate compound monomer includes aromatic and/or aliphatic diisocyanate compounds.
所述二异氰酸酯化合物单体包括甲苯二异氰酸酯、4,4'-二苯基甲烷二异氰酸酯、对苯二异氰酸酯、萘二异氰酸酯、六亚甲基二异氰酸酯、异佛尔酮二异氰酸酯、二环己基甲烷-4,4'-二异氰酸酯、四甲基间苯二亚甲基二异氰酸酯、反-1,4-环己基二异氰酸酯中一种或多种。The diisocyanate compound monomer includes one or more of toluene diisocyanate, 4,4'-diphenylmethane diisocyanate, p-phenylene diisocyanate, naphthalene diisocyanate, hexamethylene diisocyanate, isophorone diisocyanate, dicyclohexylmethane-4,4'-diisocyanate, tetramethyl meta-xylylene diisocyanate, and trans-1,4-cyclohexyl diisocyanate.
所述二羟基化合物单体包括聚己二酸乙二醇酯、聚己二酸丁二醇酯、聚ε-己内酯、聚碳酸酯、聚四氢呋喃多元醇、聚乙二醇、聚氧化丙烯、聚羟基封端异丁烯、聚羟基封端丁二烯中一种或多种。The dihydroxy compound monomer includes one or more of polyethylene adipate, polybutylene adipate, polyε-caprolactone, polycarbonate, polytetramethylene glycol, polyethylene glycol, polyoxypropylene, polyhydroxy-terminated isobutylene, and polyhydroxy-terminated butadiene.
所述扩链剂包括1,4-丁二醇、乙二醇、丙二醇、甲基丙二醇、3,5-二氨基对氯苯甲酸异丁酯、4,4’-二氨基二苯甲烷、2,6-二氨基吡啶中一种或多种。The chain extender includes one or more of 1,4-butanediol, ethylene glycol, propylene glycol, methyl propylene glycol, 3,5-diaminoisobutyl p-chlorobenzoate, 4,4'-diaminodiphenylmethane, and 2,6-diaminopyridine.
本发明还提供一种聚氨酯反应进程在线监测系统,包括聚氨酯反应器、拉曼光谱探头、拉曼光谱仪和计算设备;The present invention also provides an online monitoring system for the polyurethane reaction process, comprising a polyurethane reactor, a Raman spectrum probe, a Raman spectrometer and a computing device;
反应器内或工艺管线上设有拉曼光谱探头,实时采集反应物的拉曼光谱信息,拉曼光谱探头获得的信号经拉曼光谱仪检测后传送至计算设备,根据异氰酸酯的拉曼光谱特征信号实现聚氨酯聚合过程的反应进程在线监测;异氰酸酯的拉曼光谱特征信号为1400-1500cm-1或2000-4000cm-1中任一波段。A Raman spectrum probe is arranged in the reactor or on the process pipeline to collect Raman spectrum information of the reactants in real time. The signal obtained by the Raman spectrum probe is transmitted to the computing device after being detected by the Raman spectrometer, and the reaction progress of the polyurethane polymerization process is monitored online according to the Raman spectrum characteristic signal of isocyanate; the Raman spectrum characteristic signal of isocyanate is any band in 1400-1500cm -1 or 2000-4000cm -1 .
t时刻下,当所述聚氨酯反应为间歇式时,所述异氰酸酯基团的摩尔流量n(t)NCO与反应进程x(t)%之间的关系如式(1)所示:At time t, when the polyurethane reaction is intermittent, the relationship between the molar flow rate n(t) NCO of the isocyanate group and the reaction progress x(t)% is as shown in formula (1):
(1) (1)
其中,反应进程x(t)%的单位为%,异氰酸酯基团的摩尔流量n(t)NCO的单位为mol,n(0)NCO为异氰酸酯基团的初始摩尔量,单位为mol;Wherein, the unit of reaction progress x(t)% is %, the unit of molar flow rate of isocyanate groups n(t) NCO is mol, and n(0) NCO is the initial molar amount of isocyanate groups, in mol;
当所述聚氨酯反应为连续性时,所述异氰酸酯基团的摩尔流率F(t)NCO与反应进程x(t)%之间的关系如式(2)所示:When the polyurethane reaction is continuous, the relationship between the molar flow rate F(t) NCO of the isocyanate group and the reaction progress x(t)% is as shown in formula (2):
(2) (2)
其中,反应进程x(t)%的单位为%,异氰酸酯基团的摩尔流率F(t)NCO的单位为mol/min或kmol/h,F(0)NCO为异氰酸酯基团的投料摩尔量,单位为mol/min或kmol/h。Wherein, the unit of reaction progress x(t)% is %, the unit of molar flow rate of isocyanate group F(t) NCO is mol/min or kmol/h, and F(0) NCO is the molar amount of isocyanate group fed, in mol/min or kmol/h.
当所述聚氨酯反应为间歇式时,根据异氰酸酯的拉曼光谱特征信号实现聚氨酯聚合过程的反应进程在线监测具体包括:When the polyurethane reaction is intermittent, the online monitoring of the reaction progress of the polyurethane polymerization process according to the Raman spectrum characteristic signal of isocyanate specifically includes:
步骤1,以二异氰酸酯化合物标准品建立异氰酸酯基团拉曼光谱特征信号与异氰酸酯基团的摩尔流量的标准曲线,得到异氰酸酯基团的摩尔流量nNCO与拉曼光谱特征信号的关系式,k为拉曼光谱的相关系数;Step 1: Establish a standard curve of the Raman spectrum characteristic signal of the isocyanate group and the molar flow rate of the isocyanate group using a diisocyanate compound standard to obtain the molar flow rate n NCO of the isocyanate group and the Raman spectrum characteristic signal The relationship , k is the correlation coefficient of Raman spectrum;
步骤2,在线实时采集聚氨酯反应过程中的拉曼光谱,根据步骤1中的关系式得到反应过程中实时的异氰酸酯基团的摩尔流量n(t)NCO;Step 2, collecting the Raman spectrum in the polyurethane reaction process online in real time, and obtaining the real-time molar flow rate n(t) NCO of the isocyanate group in the reaction process according to the relationship in step 1;
步骤3,根据实时的异氰酸酯基团的摩尔流量n(t)NCO计算得到聚氨酯反应进程x(t)%。Step 3: Calculate the polyurethane reaction progress x(t)% based on the real-time molar flow rate of isocyanate groups n(t) NCO .
当所述聚氨酯反应为连续性时,根据异氰酸酯的拉曼光谱特征信号实现聚氨酯聚合过程的反应进程在线监测具体包括:When the polyurethane reaction is continuous, the online monitoring of the reaction progress of the polyurethane polymerization process according to the Raman spectrum characteristic signal of isocyanate specifically includes:
步骤1,以二异氰酸酯化合物标准品建立异氰酸酯基团拉曼光谱特征信号与异氰酸酯基团的摩尔流率的标准曲线,得到异氰酸酯基团的摩尔流率F(t)NCO与拉曼光谱特征信号的关系式,k为拉曼光谱的相关系数;Step 1: Establish a standard curve of the Raman spectrum characteristic signal of the isocyanate group and the molar flow rate of the isocyanate group using a diisocyanate compound standard to obtain the molar flow rate F(t) NCO of the isocyanate group and the Raman spectrum characteristic signal The relationship , k is the correlation coefficient of Raman spectrum;
步骤2,在线实时采集聚氨酯反应过程中的拉曼光谱,根据步骤1中的关系式得到反应过程中实时的异氰酸酯基团的摩尔流率F(t)NCO;Step 2, collecting the Raman spectrum in the polyurethane reaction process online in real time, and obtaining the real-time molar flow rate F(t) NCO of the isocyanate group in the reaction process according to the relationship in step 1;
步骤3,根据实时的异氰酸酯基团的摩尔流率F(t)NCO计算得到聚氨酯反应进程x(t)%。Step 3: Calculate the polyurethane reaction progress x(t)% based on the real-time molar flow rate F(t) NCO of the isocyanate group.
与现有技术相比,本发明具有以下有益效果:Compared with the prior art, the present invention has the following beneficial effects:
(1)本发明提出基于反应器和工艺管线物系中异氰酸酯基团摩尔量测定实现聚氨酯反应进程在线监测方法,以拉曼光谱作为信号采集仪表,既可以直接对反应器内部物系进行检测,也可以在对工艺管线,或在工艺管线上增设支路,通过对工艺管线的分析间接的监测反应容器内的反应进程。与现有方法相比,本发明具有实时性好、准确度高、适用面广、在线模型仅需一次性标定、设备技改成本低等优点。弥补了现阶段未见通过异氰酸酯基团摩尔量进行聚氨酯反应进程实时检测的不足。(1) The present invention proposes an online monitoring method for the polyurethane reaction process based on the determination of the molar amount of isocyanate groups in the reactor and process pipeline system. The Raman spectrum is used as a signal acquisition instrument. The internal system of the reactor can be directly detected, and the process pipeline can be analyzed, or a branch line can be added to the process pipeline to indirectly monitor the reaction process in the reaction vessel through the analysis of the process pipeline. Compared with the existing methods, the present invention has the advantages of good real-time performance, high accuracy, wide applicability, only one-time calibration of the online model, and low equipment technical transformation cost. It makes up for the deficiency that there is no real-time detection of the polyurethane reaction process by the molar amount of isocyanate groups at this stage.
(2)本发明的在线监测方法监测速度快,测量时间短(≤1min)、结果精准度高、不直接接触反应物系,仅需一次性标定,无需定期标定,适用单体范围广,包括芳香族和/或脂肪族二异氰酸酯的聚氨酯聚合过程反应进程的在线监测。(2) The online monitoring method of the present invention has a fast monitoring speed, a short measurement time (≤1 min), a high result accuracy, no direct contact with the reaction system, and only requires a one-time calibration without the need for regular calibration. It is applicable to a wide range of monomers, including online monitoring of the reaction progress of the polyurethane polymerization process of aromatic and/or aliphatic diisocyanates.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
图1为实施例1和实施例2中拉曼光谱仪在线监测系统,1-计算设备;2-拉曼光谱仪;3-低噪光纤;4-拉曼光谱激光探头;5-高透光反应釜。FIG1 is an online monitoring system of a Raman spectrometer in Example 1 and Example 2, 1-computing device; 2-Raman spectrometer; 3-low-noise optical fiber; 4-Raman spectroscopy laser probe; 5-high-transmittance reactor.
图2为实施例1和实施例2中HMDI单体标准拉曼光谱图。FIG. 2 is a standard Raman spectrum of HMDI monomer in Example 1 and Example 2.
图3为实施例1和实施例2中HMDI的拉曼光谱图和红外光谱图对照。FIG. 3 is a comparison of the Raman spectra and infrared spectra of HMDI in Example 1 and Example 2.
图4为实施例1和实施例2中HMDI的标准曲线。FIG. 4 is a standard curve of HMDI in Example 1 and Example 2.
图5为实施例1中“预聚-扩链”两步法在线拉曼光谱预测与离线核磁共振氢谱所得反应进程数据对比。FIG5 is a comparison of the reaction progress data obtained by the online Raman spectrum prediction and the offline H NMR spectrum of the two-step method of “prepolymerization-chain extension” in Example 1.
图6为实施例2中“一锅法”在线拉曼光谱预测与离线核磁共振氢谱所得反应进程数据对比。FIG6 is a comparison of the reaction progress data obtained by the online Raman spectrum prediction of the "one-pot method" in Example 2 and the offline H NMR spectrum.
具体实施方式DETAILED DESCRIPTION
为了使本发明的目的、技术方案及优点更加清楚明白,以下结合实施例,对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅用以解释本发明,并不用于限定本发明。本领域技术人员在理解本发明的技术方案基础上进行修改或等同替换,而未脱离本发明技术方案的精神和范围,均应涵盖在本发明的保护范围内。In order to make the purpose, technical scheme and advantages of the present invention clearer, the present invention is further described in detail below in conjunction with embodiment. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not intended to limit the present invention. Those skilled in the art can make modifications or equivalent substitutions based on the understanding of the technical scheme of the present invention without departing from the spirit and scope of the technical scheme of the present invention, and all should be included in the protection scope of the present invention.
以下具体实施方式中所采用的原料均购于市场。The raw materials used in the following specific embodiments are all purchased from the market.
实施例1Example 1
本实施例中使用“预聚-扩链”两步法,基于异氰酸酯基团摩尔量分析的聚氨酯反应进程监测系统,拉曼光谱探头设于高透光低羟基石英反应器的内壁上,结构示意图如图1所示。In this embodiment, a two-step method of "prepolymerization-chain extension" is used, and a polyurethane reaction progress monitoring system based on isocyanate group molar analysis is used. The Raman spectrum probe is arranged on the inner wall of a high-transmittance low-hydroxyl quartz reactor. The schematic diagram of the structure is shown in FIG1 .
本实施例中使用的拉曼光谱仪来自杭州派析光电科技有限公司,发射波长为785nm的近红外激光,配备100μm石英激励光纤,最大采样时间间隔为1min。The Raman spectrometer used in this embodiment comes from Hangzhou Paixi Optoelectronics Technology Co., Ltd. It emits a near-infrared laser with a wavelength of 785 nm, is equipped with a 100 μm quartz excitation optical fiber, and has a maximum sampling time interval of 1 min.
本实施例的对象为间歇操作的“4,4-二环己基甲烷二异氰酸酯-聚己内酯二醇-1,4-丁二醇”型聚氨酯体系,原料单体为4,4-二环己基甲烷二异氰酸酯(HMDI,90%)和聚己内酯二醇(PCL,Mn =2000 g/mol),扩链剂为1 ,4-丁二醇(BDO,99%)。将PCL在80 ℃下真空干燥12 h以上,除去可能存在的微量水分。将熔融的聚己内酯二醇加入至石英反应釜中,在氮气氛围下升温至100 ℃,随后加入HMDI,开始预聚反应,在设定时间取样并记录取样质量。待预聚反应完成后,加入按比例计量好的BDO进行扩链反应。异氰酸酯基团和羟基的总摩尔比为1:1,HMDI,PCL、BDO的投料摩尔比为2:1:1。The object of this embodiment is an intermittently operated "4,4-dicyclohexylmethane diisocyanate-polycaprolactone diol-1,4-butanediol" type polyurethane system, the raw material monomers are 4,4-dicyclohexylmethane diisocyanate (HMDI, 90%) and polycaprolactone diol (PCL, Mn = 2000 g/mol), and the chain extender is 1,4-butanediol (BDO, 99%). PCL was vacuum dried at 80 ° C for more than 12 h to remove any trace moisture that may exist. The molten polycaprolactone diol was added to a quartz reactor, heated to 100 ° C under a nitrogen atmosphere, and then HMDI was added to start the prepolymerization reaction. Samples were taken at the set time and the sampling mass was recorded. After the prepolymerization reaction was completed, BDO was added in proportion to carry out the chain extension reaction. The total molar ratio of isocyanate groups and hydroxyl groups was 1:1, and the molar ratio of HMDI, PCL and BDO was 2:1:1.
一种基于异氰酸酯基团摩尔量分析的聚氨酯“预聚-扩链”两步法反应进程在线监测方法,具体过程包括:An online monitoring method for the polyurethane "prepolymerization-chain extension" two-step reaction process based on isocyanate group molar analysis, the specific process includes:
步骤1-1,配置一系列浓度的4,4-二环己基甲烷二异氰酸酯标准品,进行拉曼光谱测试,得到标准品的拉曼光谱;Step 1-1, preparing a series of concentrations of 4,4-dicyclohexylmethane diisocyanate standard products, performing Raman spectroscopy testing, and obtaining Raman spectra of the standard products;
步骤1-2,对步骤1-1的标准品拉曼光谱进行预处理,包括背景扣除、基线校正和谱图标准化,获取二异氰酸酯化合物标准品的拉曼光谱。Step 1-2, preprocessing the Raman spectrum of the standard product in step 1-1, including background subtraction, baseline correction and spectrum standardization, to obtain the Raman spectrum of the diisocyanate compound standard product.
为了消除光谱仪CCD像元电流噪音、激光器功率波动以及温度的影响,需要首先进行背景光谱的扣除。为了消除光谱信号中荧光背景的影响,需要进行基线校正。采用的是迭代多项式拟合的基线校正方法,基线校正的范围是400-1800cm-1,基线算法参考文献Wang,T., Dai,LK. Applied Spectroscopy, 2017, 71(6), 1169-1179。谱图标准化方法为光谱最大值归一化方法,标准化方法范围是400-1800cm-1。In order to eliminate the influence of the CCD pixel current noise, laser power fluctuation and temperature of the spectrometer, the background spectrum needs to be subtracted first. In order to eliminate the influence of the fluorescence background in the spectral signal, baseline correction is required. The baseline correction method using iterative polynomial fitting is used, and the range of baseline correction is 400-1800cm -1 . The baseline algorithm is referenced in Wang, T., Dai, LK. Applied Spectroscopy, 2017, 71(6), 1169-1179. The spectrum normalization method is the spectrum maximum normalization method, and the range of the normalization method is 400-1800cm -1 .
经过光谱预处理后,可以得到785nm波长的激光下,纯组分HMDI的拉曼光谱如图2。其中,异氰酸酯基团的特征峰为1445cm-1(NCO假反对称的伸缩振动),而在红外光谱中异氰酸酯基团的特征峰非常不明显,还存在叠峰,具体对照如图3所示。因此选取拉曼光谱中1400-1500cm-1范围作为异氰酸酯基团的特征面积,面积数值的大小记为ANCO。After spectral preprocessing, the Raman spectrum of pure component HMDI under 785nm wavelength laser can be obtained as shown in Figure 2. Among them, the characteristic peak of the isocyanate group is 1445cm -1 (NCO pseudo-antisymmetric stretching vibration), while the characteristic peak of the isocyanate group in the infrared spectrum is very unclear, and there are overlapping peaks, as shown in Figure 3. Therefore, the range of 1400-1500cm -1 in the Raman spectrum is selected as the characteristic area of the isocyanate group, and the area value is recorded as A NCO .
步骤1-3,利用拉曼光谱特征信号与浓度之间的依数性,在300-4000cm-1波段范围内选择异氰酸酯基团的特征信号,以特征波段1400-1500cm-1作为异氰酸酯基团的特征信号。通过拟合的方法建立特征信号与含量之间的标准曲线,如图4所示得由特征信号至异氰酸酯基团摩尔流量之间的定量分析模型,本实施例建立的定量分析模型为一阶线性模型。得到异氰酸酯基团摩尔流量nNCO与拉曼光谱特征信号的关系式如式(3)所示:Step 1-3, using the colligative property between the characteristic signal of Raman spectrum and the concentration, the characteristic signal of isocyanate group is selected in the band range of 300-4000cm -1 , and the characteristic band of 1400-1500cm -1 is used as the characteristic signal of isocyanate group. A standard curve between characteristic signal and content is established by fitting method, and a quantitative analysis model between characteristic signal and molar flow rate of isocyanate group is obtained as shown in FIG4. The quantitative analysis model established in this embodiment is a first-order linear model. The molar flow rate of isocyanate group n NCO and the characteristic signal of Raman spectrum are obtained. The relationship is shown in formula (3):
(3) (3)
其中k为拉曼光谱的相关系数,为3.96;Where k is the correlation coefficient of the Raman spectrum, which is 3.96;
步骤2-1,利用拉曼光谱探头实时采集聚氨酯反应器中的t时刻的拉曼光谱信息;Step 2-1, using a Raman spectroscopy probe to collect Raman spectroscopy information at time t in the polyurethane reactor in real time;
步骤2-2,对步骤2-1采集的拉曼光谱信息进行预处理,具体包括:背景扣除、基线校正和谱图标准化,获取反应器中的标准化在线拉曼光谱,获得1400-1500cm-1范围的异氰酸酯基团特征信号的峰面积,面积数值的大小记为A(t)NCO。Step 2-2, preprocessing the Raman spectrum information collected in step 2-1, specifically including: background subtraction, baseline correction and spectrum standardization, obtaining the standardized online Raman spectrum in the reactor, obtaining the peak area of the characteristic signal of the isocyanate group in the range of 1400-1500 cm -1 , and the size of the area value is recorded as A(t) NCO .
步骤3,根据t时刻下的异氰酸酯基团拉曼光谱特性信号峰面积A(t)NCO依次通过式(3)、式(1)的化学计量学关系计算聚氨酯反应进程x(t)%。Step 3, according to the peak area A(t) NCO of the Raman spectrum characteristic signal of the isocyanate group at time t, the polyurethane reaction progress x(t)% is calculated by sequentially using the stoichiometric relationship of formula (3) and formula (1).
(3) (3)
(1) (1)
其中,n(t)NCO为t时刻下反应器中异氰酸酯基团的摩尔流量,单位为mol,n(0)NCO为异氰酸酯基团的初始摩尔量,单位为mol。Wherein, n(t) NCO is the molar flow rate of isocyanate groups in the reactor at time t, in mol, and n(0) NCO is the initial molar amount of isocyanate groups, in mol.
利用上述基于反应器异氰酸酯摩尔流量分析的聚氨酯反应进程在线监测方法对“4,4-二环己基甲烷二异氰酸酯-聚己内酯二醇-1,4-丁二醇”型聚氨酯的间歇聚合过程反应进程进行在线监测,表1中展示了一些时间点的监测结果,能够实现实时对反应器内聚氨酯的反应进程进行计算,计算方便,检测速度快。The above-mentioned online monitoring method for the polyurethane reaction process based on the reactor isocyanate molar flow analysis was used to monitor the reaction process of the intermittent polymerization process of "4,4-dicyclohexylmethane diisocyanate-polycaprolactone diol-1,4-butanediol" type polyurethane online. Table 1 shows the monitoring results at some time points. The reaction process of the polyurethane in the reactor can be calculated in real time, the calculation is convenient, and the detection speed is fast.
表1 实施例1 中间歇聚合过程反应进程部分在线监测结果Table 1 Online monitoring results of the reaction progress of the batch polymerization process in Example 1
为了对本发明的监测方法的准确性与现有技术检测方法进行比较,本发明还根据核磁共振氢谱法(参考文献Rochery M, Vroman I, Lam T M. Journal ofMacromolecular Science, Part A, 2000, 37(3): 259-275.)对反应不同时刻取样的样品进行异氰酸酯基团摩尔流量化验,根据式(7)计算反应进程,图5给出了反应过程中本发明与核磁共振氢谱的结果对照。In order to compare the accuracy of the monitoring method of the present invention with the detection method of the prior art, the present invention also carried out isocyanate group molar flow analysis on samples taken at different reaction times according to nuclear magnetic resonance hydrogen spectroscopy (reference Rochery M, Vroman I, Lam T M. Journal of Macromolecular Science, Part A, 2000, 37(3): 259-275.), and calculated the reaction progress according to formula (7). FIG5 shows the comparison of the results of the present invention and nuclear magnetic resonance hydrogen spectroscopy during the reaction process.
(7) (7)
其中,、分别为3.77 ppm、3.40 ppm位移处特征峰的峰面积,代表NCO反应后形成的-NH-COO-所连次甲基上的H;、分别为3.81 ppm、3.26 ppm位移处特征峰的峰面积,代表未反应的NCO所连次甲基上的质子。in, , The peak areas of the characteristic peaks at the shifts of 3.77 ppm and 3.40 ppm, respectively, represent the H on the methine connected to -NH-COO- formed after the NCO reaction; , The peak areas of the characteristic peaks at shifts of 3.81 ppm and 3.26 ppm respectively represent the protons on the methyl group to which the unreacted NCO is attached.
核磁共振氢谱法测试过程繁琐,耗时长,对样品有损,而本发明的方法简单快速,从图5结果对照可以看出,本发明的监测计算的反应进程与核磁共振氢谱法测试的反应进程相差不大,但核磁共振氢谱法存在检测人员影响,制样误差等,相较之下,本发明的准确度更高,适用性更强。The testing process of nuclear magnetic resonance hydrogen spectroscopy is cumbersome, time-consuming, and damaging to the sample, while the method of the present invention is simple and fast. From the comparison of the results in Figure 5, it can be seen that the reaction process of the monitoring calculation of the present invention is not much different from the reaction process of the nuclear magnetic resonance hydrogen spectroscopy test. However, nuclear magnetic resonance hydrogen spectroscopy is affected by the test personnel, sample preparation errors, etc. In comparison, the accuracy of the present invention is higher and the applicability is stronger.
实施例2Example 2
本实施例中使用“一锅法”,在反应开始前同时投入单体和扩链剂,基于异氰酸酯基团摩尔量分析的聚氨酯反应进程监测系统,拉曼光谱探头设于高透光低羟基石英反应器的内壁上,结构示意图如图1所示。In this embodiment, the "one-pot method" is used, and the monomer and the chain extender are added simultaneously before the reaction starts. The polyurethane reaction process monitoring system is based on the molar amount analysis of the isocyanate group. The Raman spectrum probe is set on the inner wall of the high-transmittance low-hydroxyl quartz reactor. The structural schematic diagram is shown in Figure 1.
本实施例中使用的拉曼光谱仪来自杭州派析光电科技有限公司,发射波长为785nm的近红外激光,配备100μm石英激励光纤,最大采样时间间隔为1min。The Raman spectrometer used in this embodiment comes from Hangzhou Paixi Optoelectronics Technology Co., Ltd. It emits a near-infrared laser with a wavelength of 785 nm, is equipped with a 100 μm quartz excitation optical fiber, and has a maximum sampling time interval of 1 min.
本实施例的对象为间歇操作的“4,4-二环己基甲烷二异氰酸酯-聚己内酯二醇-1,4-丁二醇”型聚氨酯体系,单体为4,4-二环己基甲烷二异氰酸酯(HMDI,90%)和聚己内酯二醇(PCL,Mn =2000 g/mol),扩链剂为1,4-丁二醇(BDO,99%)。将PCL在80 ℃下真空干燥12 h以上,除去可能存在的微量水分。将熔融的聚己内酯二醇加入至石英反应釜中,在氮气氛围下升温至100 ℃,随后加入HMDI和扩链剂BDO,开始“一锅法”反应,在设定时间取样并记录取样质量。异氰酸酯基团和羟基的总摩尔比为1:1,HMDI,PCL、BDO的投料摩尔比为2:1:1。The object of this example is an intermittently operated "4,4-dicyclohexylmethane diisocyanate-polycaprolactone diol-1,4-butanediol" type polyurethane system, the monomers are 4,4-dicyclohexylmethane diisocyanate (HMDI, 90%) and polycaprolactone diol (PCL, Mn = 2000 g/mol), and the chain extender is 1,4-butanediol (BDO, 99%). PCL was vacuum dried at 80 °C for more than 12 h to remove any trace moisture that may exist. The molten polycaprolactone diol was added to a quartz reactor, heated to 100 °C under a nitrogen atmosphere, and then HMDI and chain extender BDO were added to start a "one-pot" reaction, and samples were taken at the set time and the sample mass was recorded. The total molar ratio of isocyanate groups and hydroxyl groups was 1:1, and the molar ratio of HMDI, PCL, and BDO was 2:1:1.
一种基于异氰酸酯基团摩尔流量分析的聚氨酯“一锅法”反应进程在线监测方法,具体过程与实施例1相同,得到的反应进程预测图如图5所示。A method for online monitoring of the polyurethane "one-pot" reaction process based on isocyanate group molar flow analysis, the specific process is the same as that of Example 1, and the obtained reaction process prediction diagram is shown in Figure 5.
为了对本发明的监测方法的准确性与现有技术检测方法进行比较,同样还根据核磁共振氢谱法(参考文献Rochery M, Vroman I, Lam T M. Journal of MacromolecularScience, Part A, 2000, 37(3): 259-275.)对反应不同时刻取样的样品进行异氰酸酯基团摩尔流量化验,根据式(7)计算反应进程,图6给出了反应过程中本发明与核磁共振氢谱的结果对照。In order to compare the accuracy of the monitoring method of the present invention with the detection method of the prior art, the samples taken at different reaction times were also tested for the molar flow of isocyanate groups according to H NMR spectroscopy (reference Rochery M, Vroman I, Lam T M. Journal of Macromolecular Science, Part A, 2000, 37(3): 259-275.), and the reaction progress was calculated according to formula (7). FIG6 shows the comparison of the results of the present invention and H NMR spectroscopy during the reaction.
(7) (7)
其中,、分别为3.77 ppm、3.40 ppm位移处特征峰的峰面积,代表NCO反应后形成的-NH-COO-所连次甲基上的H;、分别为3.81 ppm、3.26 ppm位移处特征峰的峰面积,代表未反应的NCO所连次甲基上的质子。in, , The peak areas of the characteristic peaks at the shifts of 3.77 ppm and 3.40 ppm, respectively, represent the H on the methine connected to -NH-COO- formed after the NCO reaction; , The peak areas of the characteristic peaks at shifts of 3.81 ppm and 3.26 ppm, respectively, represent the protons on the methyl group to which the unreacted NCO is attached.
核磁共振氢谱法测试过程繁琐,耗时长,对样品有损,而本发明的方法简单快速,从图6结果对照可以看出,本发明的监测计算的反应进程与核磁共振氢谱法测试的反应进程相差不大,但核磁共振氢谱法存在检测人员影响,制样误差等,相较之下,本发明的准确度更高,灵活性更强。The testing process of nuclear magnetic resonance hydrogen spectroscopy is cumbersome, time-consuming, and damaging to the sample, while the method of the present invention is simple and fast. From the comparison of the results in Figure 6, it can be seen that the reaction process of the monitoring calculation of the present invention is not much different from the reaction process of the nuclear magnetic resonance hydrogen spectroscopy test. However, nuclear magnetic resonance hydrogen spectroscopy is affected by the test personnel, sample preparation errors, etc. In comparison, the accuracy of the present invention is higher and the flexibility is stronger.
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202411406456.8A CN118914165B (en) | 2024-10-10 | 2024-10-10 | Polyurethane reaction process online monitoring method and system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202411406456.8A CN118914165B (en) | 2024-10-10 | 2024-10-10 | Polyurethane reaction process online monitoring method and system |
Publications (2)
Publication Number | Publication Date |
---|---|
CN118914165A true CN118914165A (en) | 2024-11-08 |
CN118914165B CN118914165B (en) | 2025-02-21 |
Family
ID=93299572
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202411406456.8A Active CN118914165B (en) | 2024-10-10 | 2024-10-10 | Polyurethane reaction process online monitoring method and system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN118914165B (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN119880877A (en) * | 2025-03-31 | 2025-04-25 | 浙江大学 | Online detection method and system for acetylation reaction conversion rate of aromatic hydroxy formic acid compound |
Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020193554A1 (en) * | 2000-09-08 | 2002-12-19 | Masumi Hirata | Process for the preparation of a molten mixture of aromatic hydroxyl compound and a carbonic acid diesters |
US20050003553A1 (en) * | 2003-05-19 | 2005-01-06 | Jochen Mahrenholtz | Method and device for determining the isomer composition in isocyanate production processes |
CN104764731A (en) * | 2015-04-01 | 2015-07-08 | 广西科技大学 | Method for monitoring content of polyurethane prepolymer-NCO on line through Raman spectrum |
CN110461908A (en) * | 2017-04-13 | 2019-11-15 | 英威达纺织(英国)有限公司 | Control is balanced for the monomer in the precursor preparation of polyamidation process |
CN112147237A (en) * | 2019-06-26 | 2020-12-29 | 万华化学(北京)有限公司 | Method for determining reactivity of isocyanate group in diisocyanate compound |
US20210255040A1 (en) * | 2020-02-13 | 2021-08-19 | Kaiser Optical Systems Inc. | Real-time monitoring of wine fermentation properties using raman spectroscopy |
CN115343271A (en) * | 2022-08-15 | 2022-11-15 | 中核华纬工程设计研究有限公司 | A method and system for on-line monitoring of polyester esterification degree based on fraction analysis |
WO2023080257A1 (en) * | 2021-11-08 | 2023-05-11 | 旭化成株式会社 | Method for producing isocyanate compounds, method for producing carbamate compounds, method for recovering amine compounds, and isocyanate composition |
WO2024061126A1 (en) * | 2022-09-23 | 2024-03-28 | 北京蓝晶微生物科技有限公司 | Method, apparatus, and system for evaluating polyhydroxyalkanoate content, and device |
CN118329868A (en) * | 2024-06-11 | 2024-07-12 | 北京理工大学 | Real-time monitoring method of HMX crystal transformation process based on characteristic peak area ratio of Raman spectroscopy |
CN118671026A (en) * | 2024-06-12 | 2024-09-20 | 山东大学 | Polymerization reaction monomer conversion rate on-line monitoring method and device |
-
2024
- 2024-10-10 CN CN202411406456.8A patent/CN118914165B/en active Active
Patent Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020193554A1 (en) * | 2000-09-08 | 2002-12-19 | Masumi Hirata | Process for the preparation of a molten mixture of aromatic hydroxyl compound and a carbonic acid diesters |
US20050003553A1 (en) * | 2003-05-19 | 2005-01-06 | Jochen Mahrenholtz | Method and device for determining the isomer composition in isocyanate production processes |
CN104764731A (en) * | 2015-04-01 | 2015-07-08 | 广西科技大学 | Method for monitoring content of polyurethane prepolymer-NCO on line through Raman spectrum |
CN110461908A (en) * | 2017-04-13 | 2019-11-15 | 英威达纺织(英国)有限公司 | Control is balanced for the monomer in the precursor preparation of polyamidation process |
CN112147237A (en) * | 2019-06-26 | 2020-12-29 | 万华化学(北京)有限公司 | Method for determining reactivity of isocyanate group in diisocyanate compound |
US20210255040A1 (en) * | 2020-02-13 | 2021-08-19 | Kaiser Optical Systems Inc. | Real-time monitoring of wine fermentation properties using raman spectroscopy |
WO2023080257A1 (en) * | 2021-11-08 | 2023-05-11 | 旭化成株式会社 | Method for producing isocyanate compounds, method for producing carbamate compounds, method for recovering amine compounds, and isocyanate composition |
CN115343271A (en) * | 2022-08-15 | 2022-11-15 | 中核华纬工程设计研究有限公司 | A method and system for on-line monitoring of polyester esterification degree based on fraction analysis |
WO2024061126A1 (en) * | 2022-09-23 | 2024-03-28 | 北京蓝晶微生物科技有限公司 | Method, apparatus, and system for evaluating polyhydroxyalkanoate content, and device |
CN118329868A (en) * | 2024-06-11 | 2024-07-12 | 北京理工大学 | Real-time monitoring method of HMX crystal transformation process based on characteristic peak area ratio of Raman spectroscopy |
CN118671026A (en) * | 2024-06-12 | 2024-09-20 | 山东大学 | Polymerization reaction monomer conversion rate on-line monitoring method and device |
Non-Patent Citations (2)
Title |
---|
吕金星 等: "拉曼光谱在线监测聚氨酯预聚物―NCO含量", 涂料工业, vol. 45, no. 08, 1 August 2015 (2015-08-01), pages 57 - 61 * |
陈怡帆 等: "基于拉曼光谱的聚酯过程酯化反应中清晰点的在线检测", 《分析测试学报》, vol. 39, no. 04, 30 April 2020 (2020-04-30), pages 434 - 440 * |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN119880877A (en) * | 2025-03-31 | 2025-04-25 | 浙江大学 | Online detection method and system for acetylation reaction conversion rate of aromatic hydroxy formic acid compound |
Also Published As
Publication number | Publication date |
---|---|
CN118914165B (en) | 2025-02-21 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN118914165A (en) | Polyurethane reaction process online monitoring method and system | |
CN115343271B (en) | A method and system for online monitoring of polyester esterification degree based on fraction analysis | |
CN102967579B (en) | A kind of Energetic Materials by In-Situ Diffuse Reflection characterizes the method for urethane cures reaction | |
EP3913010A1 (en) | Simplified method for polyurethane synthesis control based on the use of fluorescent probes | |
EP1285310A1 (en) | Method of controlling metallic layer etching process and regenerating etchant for metallic layer etching process based on near infrared spectrometer | |
CN104764731B (en) | A kind of method of Raman spectrum on-line monitoring polyurethane prepolymer NCO content | |
CN107703096B (en) | Method for detecting moisture and/or urea content in isocyanate and application of method in online monitoring | |
KR101038818B1 (en) | Method and apparatus for measuring isomer composition in isocyanate manufacturing process | |
EP0941129B1 (en) | Process for the production of iodinated organic x-ray contrast agents | |
CN112508070A (en) | Calibration modeling method for online detection of dehydration amount in drying process based on near infrared spectrum | |
JP2002527721A (en) | In-line method for measuring residual content of isocyanate and apparatus useful therefor | |
JPH0862126A (en) | Method for monitoring polycondensation or polyaddition reaction | |
US4227083A (en) | Apparatus for infrared laser spectroscopy of room temperature vulcanizable silicone compositions | |
KR101391678B1 (en) | Improved control and optimization of process for making ethylene oxide | |
Tarasov et al. | New IR-spectroscopic methods for determining the hydroxyl content in oligomers | |
Zhou et al. | Dry film method with ytterbium as the internal standard for near infrared spectroscopic plasma glucose assay coupled with boosting support vector regression | |
CN112147237A (en) | Method for determining reactivity of isocyanate group in diisocyanate compound | |
CN119880877B (en) | An online detection method and system for the conversion rate of acetylation reaction of aromatic hydroxyformic acid compounds | |
CN112198147B (en) | In situ test method for curing reaction of PBT-TDI hybrid system | |
WO2023052315A1 (en) | Method for operating a chemical production system | |
EP1685386A1 (en) | Reaction monitoring of chiral molecules using fourier transform infrared vibrational circular dichroism spectroscopy | |
CN118412048B (en) | A method for obtaining reaction kinetic parameters using online reaction calorimetry | |
JP6336082B2 (en) | Quantitative determination of impurities in lactide | |
CN118937272A (en) | A method for online monitoring of curing degree of polyazide glycidyl ether adhesive curing reaction | |
JP2000001451A (en) | Reaction control system for alkylene oxide addition reaction and production of alkylene oxide adduct by use of the same system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |