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Analysis of the Adsorption Behavior of Phenanthrene on Microplastics Based on Two-Dimensional Correlation Spectroscopy. 基于二维相关光谱学的菲在微塑料上的吸附行为分析
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-02 DOI: 10.1177/00037028241267326
Jiyuan He, Han Zhang, Renjie Yang, Jianmin Jin, Minyue Huang, Yiyang Qin, Guimei Dong, Fan Yang, Yanrong Yang

Microplastics (MPs), an emerging pollutant, widely co-occur with polycyclic aromatic hydrocarbons (PAHs) in the environment. Therefore, the interaction between MPs and PAHs has been the focus of much attention in recent years. In this study, three types of MPs, i.e., polypropylene, polystyrene, and poly(vinyl chloride), with the same main chain were selected as the adsorbents, with phenanthrene (PHE) as the representative PAHs. The adsorption mechanisms were explored from the perspective of the molecular spectral level using a combination of Fourier transform infrared spectroscopy (FT-IR) with a two-dimensional correlation technique. The adsorption kinetics results showed that the adsorption of PHE on the three MPs was dominated by chemisorption. However, the FT-IR analysis results indicated that no new covalent bond was created during the adsorption process. Based on the above research, a generalized two-dimensional (2D) correlation spectral technique was employed to investigate the sequence of functional group changes during the adsorption process for different MPs. Furthermore, the hybrid 2D correlation spectral technique explored the effect of side groups attached to the main chain molecules of MPs on adsorption. The results showed that for all three MPs, the functional groups in the side chain have a higher affinity for PHE, which is due to their higher hydrophobicity. This study provides a feasible way to analyze the adsorption of pollutants on MPs, and the results are important for understanding the adsorption interaction between PAHs and MPs in the aquatic environment.

微塑料(MPs)作为一种新出现的污染物,与多环芳烃(PAHs)广泛共存于环境中。因此,近年来微塑料与多环芳烃之间的相互作用一直是人们关注的焦点。本研究选择了主链相同的聚丙烯、聚苯乙烯和聚氯乙烯三种多孔质材料作为吸附剂,以菲(PHE)为代表的多环芳烃。采用傅立叶变换红外光谱(FT-IR)与二维相关技术相结合的方法,从分子光谱层面探讨了吸附机理。吸附动力学结果表明,PHE 在三种 MPs 上的吸附以化学吸附为主。然而,傅立叶变换红外分析结果表明,在吸附过程中并没有产生新的共价键。在上述研究的基础上,我们采用了一种通用的二维(2D)相关光谱技术来研究不同 MPs 在吸附过程中官能团变化的顺序。此外,混合二维相关光谱技术还探讨了附着在 MPs 主链分子上的侧基对吸附的影响。结果表明,对于所有三种 MPs,侧链上的官能团对 PHE 具有更高的亲和力,这是因为它们具有更高的疏水性。该研究为分析多环芳烃对污染物的吸附提供了一种可行的方法,其结果对了解多环芳烃与多环芳烃在水环境中的吸附作用具有重要意义。
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引用次数: 0
Surface-Enhanced Raman Spectroscopy Detection for Fenthion Pesticides Based on Gold Molecularly Imprinted Polymer Solid-State Substrates. 基于金分子印迹聚合物固态基底的倍硫磷农药表面增强拉曼光谱检测。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-01 Epub Date: 2024-05-20 DOI: 10.1177/00037028241253860
Hang Zhao, Xinyu Cui, Panshuo Zhang, Min Zhou, Chunlin Liu, Xiaofeng Shi, Jun Ma

Current label-free surface-enhanced Raman spectroscopy (SERS) assay for the detection and analysis of organophosphorus pesticides has achieved initial success, but the application still faces constraints of substrate portability and specificity. To this end, this paper demonstrates a method for portable, rapid, and specific detection of low concentrations of fenthion pesticides based on a solid substrate of gold nanoparticle monolayers combined with molecularly imprinted polymers (MIPs). The nano-monolayers were transferred to the surface of mercapto-silicon wafers by interfacial self-assembly technique to form a stable connection with S-Au bonds and, at the same time, prevent nanoparticles from dropping off during the surfactant removal process. Then, the fenthion MIPs were directly generated on the surface of the monolayer film by spin-coating with a pre-polymerization solution and ultraviolet-induced polymerization. Tests showed that the molecular imprint was able to accurately bind to fenthion, but not other molecules, in a mixture of structural analogs, achieving a low concentration detection of 10-8 mol/L. The composite substrate maintained a signal uniformity of a relative standard deviation (RSD)  =  7.05% and a batch-to-batch reproducibility of RSD  =  10.40%, making it a potential pathway for the extended application of SERS technology.

目前用于检测和分析有机磷农药的无标记表面增强拉曼光谱(SERS)分析法已取得初步成功,但其应用仍面临基底便携性和特异性的限制。为此,本文展示了一种便携、快速和特异性检测低浓度倍硫磷农药的方法,该方法基于金纳米粒子单层与分子印迹聚合物(MIPs)相结合的固体基底。纳米单层通过界面自组装技术转移到巯基硅晶片表面,形成稳定的 S-Au 键连接,同时防止纳米颗粒在表面活性剂去除过程中脱落。然后,通过预聚合溶液旋涂和紫外线诱导聚合,在单层膜表面直接生成倍硫磷分子印迹。测试表明,分子印迹能够准确地与倍硫磷结合,而不能与结构类似物混合物中的其他分子结合,实现了 10-8 摩尔/升的低浓度检测。复合基底的信号均匀性保持在相对标准偏差(RSD)= 7.05%,批次间的重现性为 RSD = 10.40%,这使其成为扩展 SERS 技术应用的潜在途径。
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引用次数: 0
New Protocol for Twinning of Raman Devices Toward a Raman Intensity Harmonization. 实现拉曼强度统一的拉曼设备孪生新协议。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-01 Epub Date: 2024-06-14 DOI: 10.1177/00037028241260377
María Fernández-Álvarez, Alberto Moure, Julián Jiménez Reinosa, Enrique Lozano Diz, José Francisco Fernández

The use of Raman spectroscopy has rapidly been on the rise across a great number of industries where comparability, reproducibility, and reliability of the data are of paramount importance. However, controlling the intensity of the Raman signal depends on a large number of factors such as the wavelength of the laser light, the optical components of each device, or the number of molecules in the illuminated volume. For this reason, in this study, a new protocol has been applied to twin Raman devices to achieve a conversion of the signal between them, by pairing the intensity response of the units using a reference sample. The new reference material is a homogenous dispersion of a 0.5 wt% anatase (titanium dioxide, or TiO2) in an epoxy resin matrix, with deviations <2.5% in Raman intensity across the reference material. The proposed protocol for Raman-twinned devices takes a well-defined approach that leads to obtaining a correction factor that relates the differences in the signal intensity between the two Raman devices, in order to obtain the same Raman intensity counts. The performance of the proposed method was evaluated based on the data from the devices, which presented the most common user cases: twinning Raman devices of the non-confocal same model for two different wavelengths; and twinning confocal and non-confocal devices. The results obtained show that the protocol has worked for both of the Raman twinning cases, allowing the Raman intensity harmonization of Raman spectra between two different devices.

拉曼光谱技术在许多行业的应用迅速增加,在这些行业中,数据的可比性、可重复性和可靠性至关重要。然而,拉曼信号强度的控制取决于很多因素,如激光的波长、每个设备的光学元件或照射体积中的分子数量。因此,在本研究中,我们将一种新方案应用于双拉曼设备,通过使用参考样品配对设备的强度响应,实现它们之间的信号转换。新的参考材料是环氧树脂基体中 0.5 wt% 锐钛矿(二氧化钛,或称 TiO2)的均匀分散体,其偏差为 0.5 wt%。
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引用次数: 0
Label-Free Identification of AML1-ETO Positive Acute Myeloid Leukemia Using Single-Cell Raman Spectroscopy. 利用单细胞拉曼光谱无标记鉴定 AML1-ETO 阳性急性髓性白血病
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-01 Epub Date: 2024-05-21 DOI: 10.1177/00037028241254403
Yang Wang, Yimeng Wang, Xing Chen, Mingyao Zhu, Yang Xu, Yihui Wu, Sujun Gao, Ming Zhang, Long Su, Wei Han, Mingbo Chi

Acute myeloid leukemia (AML) is a malignant hematological tumor disease. Chromosomal abnormality is an independent prognostic factor in AML. AML with t(8:21) (q22; q22)/AML1-ETO (AE) is an independent disease group. In this research, a new method based on Raman spectroscopy is reported for label-free single-cell identification and analysis of AE fusion genes in clinical AML patients. Raman spectroscopy reflects the intrinsic vibration information of molecules in a label-free and non-destructive manner, and the fingerprint Raman spectrum of cells characterizes intracellular molecular types and relative concentration information, so as to realize the identification and molecular metabolism analysis of different kinds of cells. We collected the Raman spectra of bone marrow cells from clinically diagnosed AML M2 patients with and without the AE fusion gene. Through comparison of the average spectra and identification analysis based on multivariate statistical methods such as principal component analysis and linear discriminant analysis, the distinction between AE positive and negative sample cells in M2 AML patients was successfully achieved, and the single-cell identification accuracy was more than 90%. At the same time, the Raman spectra of the two types of cells were analyzed by the multivariate curve resolution alternating least squares decomposition method. It was found that the presence of the AE fusion gene may lead to the metabolic changes of lipid and nucleic acid in AML cells, which was consistent with the results of genomic and metabolomic multi-omics studies. The above results indicate that single-cell Raman spectroscopy has the potential for early identification of AE-positive AML.

急性髓性白血病(AML)是一种恶性血液肿瘤疾病。染色体异常是急性髓细胞白血病的一个独立预后因素。带有t(8:21) (q22; q22)/AML1-ETO(AE)的急性髓性白血病是一个独立的疾病群。本研究报告了一种基于拉曼光谱的新方法,用于无标记单细胞鉴定和分析临床急性髓细胞性白血病患者的AE融合基因。拉曼光谱以无标记、无损伤的方式反映分子的固有振动信息,通过细胞的指纹拉曼光谱表征细胞内分子类型和相对浓度信息,从而实现对不同类型细胞的识别和分子代谢分析。我们收集了临床诊断的急性髓细胞白血病 M2 患者骨髓细胞的拉曼光谱,这些细胞分别含有和不含有 AE 融合基因。通过对平均光谱的比较以及基于主成分分析和线性判别分析等多元统计方法的鉴定分析,成功实现了对 M2 AML 患者 AE 阳性和阴性样本细胞的区分,单细胞鉴定准确率超过 90%。同时,采用多元曲线解析交替最小二乘分解法分析了两类细胞的拉曼光谱。结果发现,AE融合基因的存在可能导致AML细胞中脂质和核酸的代谢发生变化,这与基因组学和代谢组学多组学研究结果一致。上述结果表明,单细胞拉曼光谱具有早期识别AE阳性AML的潜力。
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引用次数: 0
Wavenumber Calibration Protocol for Raman Spectrometers Using Physical Modelling and a Fast Search Algorithm. 使用物理建模和快速搜索算法的拉曼光谱仪波长校准协议。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-01 Epub Date: 2024-06-02 DOI: 10.1177/00037028241254847
Dongyue Liu, Bryan M Hennelly

A wavenumber calibration protocol is proposed that replaces polynomial fitting to relate the detector axis and the wavenumber shift. The physical model of the Raman spectrometer is used to derive a mathematical expression relating the detector plane to the wavenumber shift, in terms of the system parameters including the spectrograph focal length, the grating angle, and the laser wavelength; the model is general to both reflection and transmission gratings. A fast search algorithm detects the set of parameters that best explains the position of spectral lines recorded on the detector for a known reference standard. Using three different reference standards, four different systems, and hundreds of spectra recorded with a rotating grating, we demonstrate the superior accuracy of the technique, especially in bands outside of the outermost reference peaks when compared with polynomial fitting. We also provide a thorough review of wavenumber calibration for Raman spectroscopy and we introduce several new evaluation metrics to this field borrowed from chemometrics, including leave-one-out and leave-half-out cross-validation.

我们提出了一种波长校准协议,它取代了多项式拟合,将探测器轴线和波长偏移联系起来。拉曼光谱仪的物理模型用于推导检测器平面与波长位移之间的数学表达式,系统参数包括光谱仪焦距、光栅角度和激光波长;该模型对反射和透射光栅均适用。快速搜索算法可检测出最能解释探测器上记录的已知参考标准光谱线位置的参数集。通过使用三种不同的参考标准、四种不同的系统和数百个用旋转光栅记录的光谱,我们证明了该技术的卓越准确性,特别是在最外层参考峰以外的波段,与多项式拟合相比。我们还全面回顾了拉曼光谱的波长校准,并从化学计量学中引入了几个新的评估指标,包括 "留一 "和 "留半 "交叉验证。
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引用次数: 0
Studies of Protein Binding to Biomimetic Membranes Using a Group of Uniform Materials Based on Organic Salts Derived From 8-Anilino-1-naphthalenesulfonic Acid. 利用一组基于 8-苯胺基-1-萘磺酸衍生有机盐的均匀材料研究蛋白质与仿生膜的结合。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-01 Epub Date: 2024-05-15 DOI: 10.1177/00037028241249768
Ana M O Azevedo, Cláudia Nunes, Tânia Moniz, Rocío L Pérez, Caitlan E Ayala, Maria Rangel, Salette Reis, João L M Santos, Isiah M Warner, M Lúcia M F S Saraiva

Tuning the 8-anilino-1-naphthalenesulfonic acid (ANS) structure usually requires harsh conditions and long reaction times, which can result in low yields. Herein, ANS was modified to form an ANS group of uniform materials based on organic salts (GUMBOS), prepared with simple metathesis reactions and distinct cations, namely tetrabutylammonium (N4444), tetrahexylammonium (N6666), and tetrabutylphosphonium (P4444). These ANS-based GUMBOS were investigated as fluorescent probes for membrane binding studies with four proteins having distinct physicochemical properties. Liposomes of 1,2-dimyristoyl-sn-glycero-3-phosphocholine were employed as membrane models as a result of their ability to mimic the structure and chemical composition of cell membranes. Changes in fluorescence intensity were used to monitor protein binding to liposomes, and adsorption data were fitted to a Freundlich-like isotherm. It was determined that [N4444][ANS] and [P4444][ANS] GUMBOS have enhanced optical properties and lipophilicity as compared to parent ANS. As a result, these two GUMBOS were selected for subsequent protein-membrane binding studies. Both [N4444][ANS] and [P4444][ANS] GUMBOS and parent ANS independently reached membrane saturation within the same concentration range. Furthermore, distinct fluorescence responses were observed upon the addition of proteins to each probe, which demonstrates the impact of properties such as lipophilicity on the binding process. The relative maintenance of binding cooperativity and maximum fluorescence intensity suggests that proteins compete with ANS-based probes for the same membrane binding sites. Finally, this GUMBOS-based approach is simple, rapid, and involves relatively small amounts of reagents, making it attractive for high-throughput purposes. These results presented herein can also provide relevant information for designing GUMBOS with ameliorated properties.

调整 8-苯胺基-1-萘磺酸(ANS)的结构通常需要苛刻的条件和较长的反应时间,这可能导致产量较低。在此,我们对 ANS 进行了改性,形成了基于有机盐的 ANS 组统一材料(GUMBOS),这些材料通过简单的偏合成反应和不同的阳离子(即四丁基铵(N4444)、四己基铵(N6666)和四丁基鏻(P4444))制备而成。研究人员将这些基于 ANS 的 GUMBOS 作为荧光探针,与四种具有不同理化特性的蛋白质进行膜结合研究。由于 1,2-二肉豆蔻酰-sn-甘油-3-磷酸胆碱脂质体能够模拟细胞膜的结构和化学成分,因此被用作膜模型。利用荧光强度的变化来监测蛋白质与脂质体的结合,并将吸附数据拟合为类似于弗氏等温线。结果表明,与母体 ANS 相比,[N4444][ANS] 和 [P4444][ANS] GUMBOS 具有更强的光学特性和亲油性。因此,这两种 GUMBOS 被选中用于随后的蛋白质-膜结合研究。在相同的浓度范围内,[N4444][ANS]和[P4444][ANS] GUMBOS 和母体 ANS 都能独立达到膜饱和。此外,在向每种探针添加蛋白质时都观察到了不同的荧光反应,这表明了亲脂性等特性对结合过程的影响。结合合作性和最大荧光强度的相对维持表明,蛋白质与基于 ANS 的探针竞争相同的膜结合位点。最后,这种基于 GUMBOS 的方法简单、快速,所需的试剂也相对较少,因此对高通量研究具有吸引力。本文介绍的这些结果还能为设计具有更佳特性的 GUMBOS 提供相关信息。
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引用次数: 0
Advertising and Front Matter. 广告和封面。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-01 Epub Date: 2024-08-11 DOI: 10.1177/00037028241271443
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引用次数: 0
Conducting Electrospun Poly(3-hexylthiophene-2,5-diyl) Nanofibers: New Strategies for Effective Chemical Doping and its Assessment Using Infrared Spectroscopy. 导电电纺聚(3-己基噻吩-2,5-二基)纳米纤维:有效化学掺杂的新策略及其红外光谱评估。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-07-26 DOI: 10.1177/00037028241265140
Alessia Arrigoni, Luigi Brambilla, Chiara Bertarelli, Carlo Saporiti, Chiara Castiglioni

Vibrational spectroscopy allows the investigation of structural properties of pristine and doped poly(3-hexylthiophene-2,5-diyl) (P3HT) in highly anisotropic materials, such as electrospun micro- and nanofibers. Here, we compare several approaches for doping P3HT fibers. We have selected two different electron acceptor molecules as dopants, namely iodine and 2,3,5,6-tetrafluoro-7,7,8,8-tetracyanoquinodimethane (F4TCNQ). In the case of iodine, we have explored the doping of the fibers according to several different procedures, i.e., by sequential doping both in vapors and in solution, and with a novel promising one-step method, which exploits the mixing of the dopant to the electrospinning feed solution. Polarized infrared (IR) spectroscopy experiments prove the orientation of P3HT chains, with the polymer backbone mainly running parallel to the fiber axis. After doping, P3HT fibers show very strong and polarized doping-induced IR active vibrations (IRAVs), which are the spectroscopic signature of the structure relaxation induced by the charged defects (polarons), thus providing an unambiguous proof of the effective doping. Raman spectroscopy complements the IR evidence: The Raman spectrum shows a clearly recognizable shift of the main band, the so-called effective conjugation coordinate band, in the doped samples. A simple protocol, which quantifies the evolution of the IRAV bands with time, allows monitoring of the doping stability over time and confirms that F4TCNQ is by far superior to iodine.

通过振动光谱法,可以研究高各向异性材料(如电纺微纤维和纳米纤维)中原始和掺杂聚(3-己基噻吩-2,5-二基)(P3HT)的结构特性。在此,我们比较了几种掺杂 P3HT 纤维的方法。我们选择了两种不同的电子受体分子作为掺杂剂,即碘和 2,3,5,6-四氟-7,7,8,8-四氰基二甲烷(F4TCNQ)。对于碘,我们探索了几种不同的纤维掺杂方法,即在蒸汽和溶液中连续掺杂,以及利用掺杂剂与电纺丝给料溶液混合的新型一步法。偏振红外(IR)光谱实验证明了 P3HT 链的取向,聚合物骨架主要平行于纤维轴线。掺杂后,P3HT 纤维显示出非常强且极化的掺杂诱导红外活跃振动(IRAVs),这是带电缺陷(极子)诱导结构弛豫的光谱特征,从而提供了有效掺杂的明确证据。拉曼光谱补充了红外光谱的证据:拉曼光谱显示,在掺杂样品中,主带(即所谓的有效共轭坐标带)发生了明显的移动。通过对 IRAV 波段随时间的变化进行量化的简单方案,可以监测掺杂随时间变化的稳定性,并证实 F4TCNQ 远远优于碘。
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引用次数: 0
Rheo-Optical Near-Infrared (NIR) Characterization of Styrene-Butadiene Rubber (SBR) Using Two-Trace Two-Dimensional (2T2D) Correlation Analysis. 快讯:EXPRESS: 利用双踪迹二维 (2T2D) 关联分析法对苯乙烯-丁二烯橡胶 (SBR) 进行流变光学近红外 (NIR) 表征。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-07-21 DOI: 10.1177/00037028241261386
Ikuo Kageyuki, Tsuyoshi Furukawa, Hiroyuki Kishimoto, Hideyuki Shinzawa

A rheo-optical characterization technique based on the combination of near-infrared (NIR) spectroscopy and tensile testing was applied for the first time to an actual rubber sample based on styrene-butadiene rubber (SBR) including silica filler. When SBR samples were subjected to mechanical deformation, changes in the NIR spectral features were readily captured. Two-trace two-dimensional (2T2D) correlation analysis was then applied to the sets of NIR spectra to clearly reveal the subtle but pertinent difference between the NIR spectral features of the initial and deformed SBR. The initial deformation of the sample induces greater deformation of the soft butadiene groups than of the hard styrene groups. The inclusion of the silica filler and a coupling agent (CA) essentially develops firm links between the silica and butadiene via the CA to restrict the displacement of the butadiene during the tensile deformation of the system. The development of such linkage requires even more mechanical force to deform the SBR, which, in turn, improves Young's modulus of the rubber system. Asynchronous correlation spectra of SBR with no silica filler revealed that, during the deformation of the SBR, the butadiene groups were initially deformed, and this feature was then replaced by the predominant deformation of the hard styrene groups. On the other hand, this correlation feature became somewhat unclear when a similar analysis was applied to the SBR sample with silica filler, revealing subtle differences in interaction between individual comonomer functional groups distributed randomly along the copolymer chain and CA.

基于近红外光谱和拉伸测试相结合的流变光学表征技术首次应用于包括二氧化硅填料在内的丁苯橡胶(SBR)实际橡胶样品。当丁苯橡胶样品发生机械变形时,近红外光谱特征的变化很容易被捕捉到。然后对这组近红外光谱进行二痕二维(2T2D)相关分析,以清楚地揭示初始和变形 SBR 的近红外光谱特征之间微妙而相关的差异。样品的初始变形引起的软丁二烯基团变形大于硬苯乙烯基团变形。二氧化硅填料和偶联剂(CA)的加入主要是通过 CA 在二氧化硅和丁二烯之间建立牢固的联系,从而在系统拉伸变形过程中限制丁二烯的位移。这种联系的形成需要更大的机械力来使丁苯橡胶变形,从而提高橡胶系统的杨氏模量。不含二氧化硅填料的丁苯橡胶的异步相关光谱显示,在丁苯橡胶变形过程中,丁二烯基团最初发生变形,随后这一特征被硬苯乙烯基团的主要变形所取代。另一方面,当对含有二氧化硅填料的 SBR 样品进行类似分析时,这一相关特征变得有些模糊,显示出沿共聚物链随机分布的单个共聚单体官能团与 CA 之间相互作用的微妙差异。
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引用次数: 0
Quasi-Non-Destructive Estimation of Concrete Compression Strength Using Laser-Induced Breakdown Spectroscopy and Multivariate Analysis. EXPRESS:利用激光诱导击穿光谱和多元分析对混凝土压缩强度进行准无损估算。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-07-21 DOI: 10.1177/00037028241262040
Shuzo Eto, Taku Otsuka

Micro- and non-destructive methods of estimating compressive strength are useful for diagnosing the degradation of reinforced structures. The velocity of waves propagating through concrete can be measured using conventional non-destructive methods; however, the propagation path of waves varies depending on the distribution of coarse aggregate, resulting in variations in velocity at different measurement points. To address this issue, a method based on laser-induced breakdown spectroscopy and multivariate analysis was developed in this study for estimating the compressive strength of concrete non-destructively, ensuring the non-influence of the coarse aggregate spatial distribution. The method is based on the correlation between the emission intensity of the spectrum and the hardness of the object to be measured. Principal component analysis and partial least squares regression (PLSR) were used to extract the mortar spectrum, which determines the compressive strength of concrete, from a mixture of aggregate and mortar spectra. The compressive strength estimated based on the proposed method was consistent with the values obtained from the compressive strength test, which indicates the possibility of using multivariable analysis to estimate the compressive strength of concrete. Furthermore, the proposed method enabled on-site measurements through a simple experimental setup and insensitivity to spectral noise offered by PLSR.

估算抗压强度的微观和非破坏性方法有助于诊断钢筋结构的退化情况。使用传统的非破坏性方法可以测量波在混凝土中的传播速度;但是,波的传播路径因粗骨料的分布而异,从而导致不同测量点的速度变化。针对这一问题,本研究开发了一种基于激光诱导击穿光谱(LIBS)和多元分析的方法,用于非破坏性地估算混凝土的抗压强度,确保不受粗骨料空间分布的影响。该方法基于光谱发射强度与待测物体硬度之间的相关性。使用主成分分析法(PCA)和偏最小二乘法回归法(PLSR)从骨料和砂浆光谱混合物中提取砂浆光谱,砂浆光谱决定混凝土的抗压强度。根据所提出的方法估算出的抗压强度与抗压强度测试得出的数值一致,这表明使用多变量分析法估算混凝土抗压强度是可行的。此外,建议的方法通过简单的实验装置和部分最小二乘回归对光谱噪声的不敏感性实现了现场测量。
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引用次数: 0
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