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Diagnostic Forensic Tools in the Investigation of Electrocution Fatalities: A Case Study 诊断法医工具在调查电刑死亡:个案研究
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-09-03 DOI: 10.1002/ansa.70032
Asma M. Askar, Sulaiman M. Alzarooni, Mohamed M. Habiballah, Reham M. Eissa, Rashed H. Alremeithi, Iltaf Shah

Electrocution is a leading cause of occupational fatalities, frequently occurring at voltages typical of household electrical systems (220–250 V). This study presents a comprehensive forensic investigation of a 35-year-old labourer's electrocution death in Dubai. The methodology employed included forensic medico-legal examination, histological analysis, trace evidence analysis and forensic engineering investigation. The site inspection revealed significant safety violations, such as improper electrical connections and a non-functional earthing wire, which contributed to the incident. The apparatus examination classified the demolition hammer used by the victim as Class 0 electrical machinery, lacking adequate insulation and earthing protection. Autopsy findings identified a first-degree electrical burn and generalised visceral congestion, consistent with electrocution. Histopathological analysis confirmed the presence of characteristic skin lesions, while trace evidence analysis using SEM/EDX detected metallization on the deceased's skin, indicating direct contact with the demolition hammer. A novel application of geoscience trace evidence was introduced which suggests a transfer of dust and sediments particles between the deceased's skin and the metal hammer. This case emphasises the critical need for strict commitment to electrical safety standards and demonstrates the effectiveness of a multidisciplinary forensic approach in attributing fatalities to electrocution. The findings highlight the importance of proper safety measures and advanced forensic techniques in preventing and investigating electrocution fatalities.

触电是职业死亡的主要原因,经常发生在典型的家用电气系统电压下(220-250 V)。本研究对迪拜一名35岁工人的触电死亡进行了全面的法医调查。所采用的方法包括法医学检验、组织学分析、痕迹证据分析和法医学工程调查。现场检查发现了严重的安全违规行为,例如不正确的电气连接和不正常的接地线,这是导致事故的原因。器械检查将受害人使用的爆破锤列为0级电气机械,缺乏足够的绝缘和接地保护。尸检结果确定为一级电烧伤和全身内脏充血,与触电一致。组织病理学分析证实了特征性皮肤病变的存在,而使用SEM/EDX的痕量证据分析检测到死者皮肤上的金属化,表明与拆除锤直接接触。介绍了一种新的地球科学痕量证据的应用,表明死者的皮肤和金属锤之间有灰尘和沉积物颗粒的转移。这个案例强调了严格遵守电气安全标准的迫切需要,并证明了多学科法医方法在将死亡归因于触电方面的有效性。调查结果强调了适当的安全措施和先进的法医技术在预防和调查触电死亡方面的重要性。
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引用次数: 0
Rapid Dereplication of Bioactive Compounds in Plant and Food Extracts Using Liquid Chromatography–Electrospray–Tandem Mass Spectrometry 液相色谱-电喷雾-串联质谱法快速分离植物和食品提取物中的生物活性化合物
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-08-26 DOI: 10.1002/ansa.70038
Naheed Akhtar, Adeeba Khadim, Syed Usama Yaseen Jeelani, Bibi Zareena, Arslan Ali, Jalal Uddin, Hesham R. El-Seedi, Satyajit D. Sarker, Muhammad Ramzan, Syed Ghulam Musharraf

High-throughput screening and identification of common phytochemicals are crucial for lead optimization, drug development and investigation of metabolic pathways in complex herbal extracts. The available databases contain a huge number of compounds, making it challenging and time-consuming to dereplicate valuable compounds. Therefore, the current study aimed to develop an in-house mass spectral library for the rapid dereplication of 31 commonly occurring natural products from different classes using liquid chromatography–electrospray ionization–tandem mass spectrometry (LC–ESI–MS/MS). A total of 31 standards were grouped into two different pools, and each pool was analysed under uniformly optimized conditions in positive ionization mode. A pooling strategy on the basis of log P values and exact masses was adopted to minimize the co-elution and the presence of isomers in the same pool. The MS/MS features of each compound were acquired using [M + H]+ and/or [M + Na]+ adducts at 25.5–62 eV range as average collision energy and 10, 20, 30 and 40 eV as individual collision energies. The names, molecular formulae, exact masses with <5 ppm error, MS and MS/MS features of analysed reference compounds were used to construct the MS/MS library. The developed MS/MS library was efficiently used for the rapid dereplication and validation of 31 compounds in 15 different food and plant sample extracts. The MS data of 31 reference standards have been submitted to the MetaboLights online database (MTBLS9587). The developed library will be beneficial for the rapid dereplication of biologically valuable compounds in a variety of herbal formulations and food samples.

高通量筛选和鉴定常见植物化学物质对复杂草药提取物的先导物优化、药物开发和代谢途径研究至关重要。现有的数据库包含了大量的化合物,这使得复制有价值的化合物变得既困难又耗时。因此,本研究旨在建立一个内部质谱库,用于液相色谱-电喷雾电离-串联质谱(LC-ESI-MS /MS)对31种常见的不同类别的天然产物进行快速分离。将31份标准品分为两个不同的池,每个池在正电离模式下均匀优化条件下进行分析。采用基于log P值和精确质量的池化策略,以最大限度地减少共洗脱和同一池中异构体的存在。用[M + H]+和/或[M + Na]+加合物在25.5 ~ 62 eV范围内作为平均碰撞能,10、20、30和40 eV作为单独的碰撞能,获得了每种化合物的MS/MS特征。根据所分析对照化合物的名称、分子式、精确质量(误差为<; 5ppm)、MS和MS/MS特征构建MS/MS库。所建立的MS/MS文库可用于15种不同食品和植物样品提取物中31种化合物的快速重复和验证。31个标准品的质谱数据已提交MetaboLights在线数据库(MTBLS9587)。开发的文库将有利于在各种草药配方和食品样品中快速复制具有生物价值的化合物。
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引用次数: 0
Computational Framework for High Copy-Number Probe Selection and Cross-Binding Reduction 高拷贝数探针选择和交叉绑定减少的计算框架
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-08-26 DOI: 10.1002/ansa.70034
Younghwan Kim, Swomitra Kumar Mohanty

DNA probe design plays a critical role in biosensor-based disease diagnostics, gene expression analysis and environmental monitoring. Traditional probe designs primarily target lower-copy genetic sequences, often leading to low detection sensitivity due to limited hybridization events. This study introduces a novel probe design strategy that leverages highly repetitive DNA sequences as target sites to amplify biosensor signals without requiring PCR-based amplification. The computational selection process is conducted using a custom-developed bioinformatics tool to identify repetitive sequences across the entire Mycobacterium tuberculosis genome, independent of gene boundaries. The identified sequences are then cross-referenced against the Homo sapiens genome using BLAST to minimize host cross-reactivity. The analysis revealed that a 23 bp sequence repeated 39 times in M. tuberculosis exhibits only 78% sequence identity with human DNA and is present in just two copies within the human genome. This suggests that the selected probe may yield substantially stronger hybridization signals for M. tuberculosis relative to human cfDNA, thereby enhancing biosensor sensitivity. The computational methodology introduced in this study provides a robust framework for designing high-sensitivity biosensors, enabling more effective infectious disease diagnostics, environmental monitoring and clinical point-of-care testing.

DNA探针设计在基于生物传感器的疾病诊断、基因表达分析和环境监测中起着至关重要的作用。传统的探针设计主要针对低拷贝基因序列,由于杂交事件有限,往往导致检测灵敏度低。本研究引入了一种新的探针设计策略,利用高度重复的DNA序列作为靶点来放大生物传感器信号,而不需要基于pcr的扩增。计算选择过程使用定制开发的生物信息学工具进行,以识别整个结核分枝杆菌基因组中的重复序列,独立于基因边界。然后使用BLAST将鉴定的序列与智人基因组进行交叉比对,以尽量减少宿主的交叉反应性。分析显示,在结核分枝杆菌中重复39次的23bp序列与人类DNA只有78%的序列一致性,并且在人类基因组中仅存在两个拷贝。这表明所选择的探针相对于人类cfDNA可能产生更强的结核分枝杆菌杂交信号,从而提高生物传感器的灵敏度。本研究中介绍的计算方法为设计高灵敏度生物传感器提供了一个强大的框架,使更有效的传染病诊断、环境监测和临床护理点检测成为可能。
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引用次数: 0
Comprehensive Analysis of Bile-derived Medicinal Materials Based on Ultra-High-Performance Liquid Chromatography Coupled With Charged Aerosol Detection and Chemometrics 基于超高效液相色谱-带电气溶胶检测和化学计量学的胆汁类药材综合分析
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-08-25 DOI: 10.1002/ansa.70040
Haonan Wu, Xianrui Wang, Fangliang He, Xianlong Cheng, Wenguang Jing, Feng Wei, Tian Yin

The medicinal use of bile-derived materials dates back thousands of years. However, due to their complex origins and morphological similarities, adulteration of expensive bile types with cheaper alternatives remains prevalent in the market, significantly compromising quality control and regulatory oversight. To address this critical issue, this study employed ultra-high-performance liquid chromatography coupled with charged aerosol detection (UHPLC-CAD) technology combined with chemometric approaches, including chromatographic fingerprint similarity analysis, hierarchical cluster analysis, principal component analysis, and orthogonal partial least squares-discriminant analysis to systematically analyze 10 bile-derived medicinal materials: biotransformed bear bile powder, bear bile powder, pig bile powder, ox bile powder, sheep bile powder, chicken bile powder, duck bile powder, goose bile powder, rabbit bile powder, and snake bile powder. Chromatographic fingerprint similarity analysis revealed significant differences among the medicinal materials from different sources. Hierarchical cluster analysis and principal component analysis successfully achieved accurate classification of the 10 types of bile-derived medicinal materials, while orthogonal partial least squares-discriminant analysis identified nine characteristic differential components with variable importance in projection >1: taurocholic acid, taurochenodeoxycholic acid, glycodeoxycholic acid, tauroursodeoxycholic acid, glycocholic acid, taurodeoxycholic acid, glycohyodeoxycholic acid, glycochenodeoxycholic acid, and chenodeoxycholic acid. This study established a UHPLC-CAD method capable of simultaneously separating 17 bile acids, combined with multidimensional chemometric approaches, to conduct a comprehensive analysis of 10 bile-derived medicinal materials. The research successfully identified characteristic compounds for each bile powder type, providing a reliable methodology for both the identification and quality control of bile-derived medicinal materials.

从胆汁中提取的药物可以追溯到几千年前。然而,由于它们复杂的起源和形态上的相似性,在市场上以更便宜的替代品掺假昂贵的胆汁类型仍然普遍存在,严重损害了质量控制和监管监督。针对这一关键问题,本研究采用超高效液相色谱耦合带电气溶胶检测(UHPLC-CAD)技术,结合色谱指纹相似度分析、层次聚类分析、主成分分析、正交偏最小二乘判别分析等化学计量学方法,对10种胆汁源药材进行了系统分析:生物转化熊胆粉、熊胆粉、猪胆粉、牛胆粉、羊胆粉、鸡胆粉、鸭胆粉、鹅胆粉、兔胆粉、蛇胆粉。色谱指纹图谱相似度分析显示,不同产地药材间存在显著差异。层次聚类分析和主成分分析成功地对10种胆汁源药材进行了准确分类,而正交偏最小二乘判别分析识别出9个在投影中具有不同重要性的特征差异成分>;1:牛头牛胆酸、牛头牛去氧胆酸、糖去氧胆酸、牛头牛去氧胆酸、糖胆酸、牛头牛去氧胆酸、糖去氧胆酸和鹅去氧胆酸。本研究建立了能同时分离17种胆汁酸的UHPLC-CAD方法,结合多维化学计量学方法,对10种胆汁源药材进行综合分析。本研究成功鉴定了各胆粉类型的特征化合物,为胆源性药材的鉴定和质量控制提供了可靠的方法。
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引用次数: 0
Medicine Dropper-Assisted Solvent Bar Micro-Extraction (SBME) of Imidacloprid Pesticide From Fruit Samples Utilizing a Facemask's Meltdown Layer as a Holder of a Deep Eutectic Extraction Solvent 药用滴管辅助溶剂棒微萃取(SBME)从水果样品中提取吡虫啉农药,利用面罩熔解层作为深共晶萃取溶剂的载体
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-08-19 DOI: 10.1002/ansa.70039
Herbert Musarurwa, Nikita Tawanda Tavengwa, Tebogo Mphatlalala Mokgehle, Ntakadzeni Edwin Madala, Shirley Kholofelo Selahle

In response to an emerging need for the development of advanced analytical methods to guarantee food quality and safety, this study presents a novel medicine dropper-assisted SBME (MD-SBME) that was developed. The technique uses a meltdown layer of a facemask (MLF) as a holder of the extraction solvent. A hydrophobic natural deep eutectic solvent (NADES) made from thymol and menthol was used as the extraction solvent during the MD-SBME analysis of imidacloprid pesticide in fruit samples. Characterization of the NADES was done using Fourier-transform infrared spectroscopy (FT-IR), and the experimental results confirmed that it was successfully synthesized. The MD-SBME parameters, like ionic strength, sample pH, elution solvent type, elution solvent volume, type of DES and extraction solvent volume, were studied and optimized using both the univariate and multivariate approaches. The greenness of the MD-SBME technique was evaluated using the Complementary Modified Green Analytical Procedure Index (ComplexMoGapi) algorithm, and the total score was 85. A total score of 65 was obtained when the practicality of the MD-SBME procedure was evaluated using the blue applicability grade index (BAGI) metric tool. HPLC-PDA was used for the analysis of imidacloprid residues in fruit samples using the developed MD-SBME technique. Under the optimum conditions, limits of detection and quantification were in the range of 0.007–0.02 and 0.02–0.069 μg$mu {mathrm{g}}$ g−1, respectively. The correlation of determinations (R2) for pineapple, pear and apple samples were 0.9986, 0.9982 and 0.9973, respectively. The extraction recoveries of these fruit samples ranged from 72% to 110%. Good precision was obtained when the MD-SBME technique was used to analyse imidacloprid residues in real sample, as all the percentage relative standard deviation (%RSD) were below 5%.

为了满足发展先进的分析方法以保证食品质量和安全的需求,本研究提出了一种新型药物滴药辅助SBME (MD-SBME)。该技术使用面罩(MLF)的熔毁层作为萃取溶剂的持有人。采用百里香酚和薄荷醇制备的疏水天然深共熔溶剂(NADES)作为提取溶剂,对水果样品中吡虫啉农药进行了MD-SBME分析。利用傅里叶变换红外光谱(FT-IR)对NADES进行了表征,实验结果证实了NADES的成功合成。采用单因素和多因素方法对离子强度、样品pH、洗脱溶剂类型、洗脱溶剂体积、DES类型和萃取溶剂体积等MD-SBME参数进行了研究和优化。采用互补修正绿色分析程序指数(ComplexMoGapi)算法对MD-SBME技术的绿色度进行评价,总分为85分。当使用蓝色适用性等级指数(BAGI)度量工具评估MD-SBME程序的实用性时,总分为65分。采用高效液相色谱- pda技术对水果样品中吡虫啉的残留量进行了分析。在最佳条件下,检测限为0.007 ~ 0.02 μ g $mu { mathm {g}}$ g−1,定量限为0.02 ~ 0.069 μ g $mu { mathm}$ g−1。菠萝、梨和苹果样品的相关系数(R2)分别为0.9986、0.9982和0.9973。这些水果样品的提取回收率为72% ~ 110%。采用MD-SBME技术对实际样品中吡虫啉的残留进行分析,其相对标准偏差(%RSD)均在5%以下,精密度较高。
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引用次数: 0
Matrix-assisted Laser Desorption Ionization Mass Spectrometry for Detection of α/β-Chain Changes From Human Hemoglobin: An Exploratory Study 基质辅助激光解吸电离质谱法检测人血红蛋白α/β链变化的探索性研究
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-08-12 DOI: 10.1002/ansa.70037
Dan-ping Liu, Bi-cheng Yang, Qiao-yun Huang, Ping Liu, Hai-yan Luo, Mao-lin Yu, Jian-qiong Yang, An Jia, Yan-qiu Liu, Lin Xu, Bin Hu, Ting Huang

In this work, we developed a matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF-MS) method to directly analyze human whole blood samples. 1.0 µL of whole blood samples and 1.0 µL of optimized organic matrix were directly loaded onto the sample plates for MALDI-TOF-MS detection. A total of 59 whole blood samples were investigated in this work, including 23 healthy control samples, 28 α-globin gene triplication carriers with α-chain repetition, and eight deletional hemoglobin H disease (HbH) patients with α-chain deficiency. Human hemoglobin (Hb) chains with high signal-to-noise were directly observed. It is found that there is a change in signal ratios of α/β-chains of Hb from blood samples in thalassemia subtypes by comparing the ratios obtained from healthy blood samples. Analytical variability (n = 6) of signal ratios of α/β-chains was found to be 3.33%–12.86% (intra-day), 4.02%–13.39% (inter-day), and 6.41%–15.32% (inter-laboratory), respectively. Furthermore, the results were validated using different MALDI-TOF MS approaches. Our results suggest that α/β-chains ratios of Hb could be an indicator for investigating thalassemia by MALDI-TOF-MS.

在这项工作中,我们开发了一种基质辅助激光解吸电离飞行时间质谱(MALDI-TOF-MS)方法来直接分析人类全血样本。将1.0µL全血样品和1.0µL优化后的有机基质直接上样板进行MALDI-TOF-MS检测。本研究共检测了59份全血样本,其中23份为健康对照,28份为α-珠蛋白基因三倍扩增的α-链重复携带者,8份为α-链缺失的HbH病(HbH)患者。直接观察到高信噪比的人血红蛋白(Hb)链。通过与健康血液样本的比值比较,发现地中海贫血亚型血液样本中Hb α/β链的信号比发生了变化。α/β-链信号比的分析变异性(n = 6)分别为3.33% ~ 12.86%(日内)、4.02% ~ 13.39%(日内)和6.41% ~ 15.32%(实验室间)。此外,使用不同的MALDI-TOF MS方法验证了结果。我们的结果表明,Hb的α/β-链比值可以作为MALDI-TOF-MS研究地中海贫血的一个指标。
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引用次数: 0
Emerging Biosensor Technologies for Stroke Biomarker Detection: A Comprehensive Overview 中风生物标志物检测的新兴生物传感器技术:全面概述
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-08-12 DOI: 10.1002/ansa.70035
Ghazal Koohkansaadi, Arash Mohagheghi, Ahmad Mobed, Saeid Charsouei

Stroke remains a leading cause of morbidity and mortality worldwide, necessitating the development of rapid and reliable diagnostic tools for early detection and management. This manuscript presents an overview of innovative biosensors designed for the detection of key stroke biomarkers, including N-terminal pro B-type natriuretic peptide (NT-proBNP), C-reactive protein (CRP), D-dimer, cardiac troponins, S100B protein, glial fibrillary acidic protein (GFAP), neurofilament light chain (NfL), matrix metalloproteinases (MMPs), interleukins and fibrinogen. We discuss the principles of operation, sensitivity, specificity and the technological advancements that have enabled the development of these biosensors, including electrochemical, optical and microfluidic platforms. The integration of nanomaterials and advanced signal amplification techniques has significantly enhanced the performance of these biosensors, allowing for the detection of biomarkers at low concentrations in complex biological samples. Furthermore, we explore the clinical implications of these biosensors in the context of stroke diagnosis, prognosis and monitoring, highlighting their potential to facilitate timely therapeutic interventions. By providing a comprehensive discussion on the current state of biosensor technology for stroke biomarker detection, this manuscript aims to underscore the importance of these tools in improving patient outcomes and advancing stroke research. Future directions for biosensor development and the challenges that remain in translating these technologies into clinical practice are also addressed.

中风仍然是世界范围内发病率和死亡率的主要原因,因此需要开发快速可靠的诊断工具以进行早期发现和管理。本文概述了用于检测关键中风生物标志物的创新生物传感器,包括n端前b型利钠肽(NT-proBNP)、c反应蛋白(CRP)、d -二聚体、心脏肌钙蛋白、S100B蛋白、胶质纤维酸性蛋白(GFAP)、神经丝轻链(NfL)、基质金属蛋白酶(MMPs)、白细胞介素和纤维蛋白原。我们讨论了操作原理,灵敏度,特异性和技术进步,使这些生物传感器的发展,包括电化学,光学和微流体平台。纳米材料和先进的信号放大技术的集成大大提高了这些生物传感器的性能,允许在复杂的生物样品中检测低浓度的生物标志物。此外,我们探讨了这些生物传感器在中风诊断、预后和监测方面的临床意义,强调了它们促进及时治疗干预的潜力。通过对中风生物标志物检测的生物传感器技术的现状进行全面的讨论,本文旨在强调这些工具在改善患者预后和推进中风研究中的重要性。未来的生物传感器的发展方向和挑战,仍然在翻译这些技术转化为临床实践也解决。
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引用次数: 0
Spectrometry and Its Application for the Detection of RNA-Binding Proteins: Advancements, Techniques and Challenges 光谱法及其在rna结合蛋白检测中的应用:进展、技术和挑战。
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-08-06 DOI: 10.1002/ansa.70026
Mina Moradi, Zahra Farjami, Mohammad Mehdi Akbarin

Spectrometry is a fascinating field of analytical science that encompasses a range of techniques used to study the interaction between electromagnetic radiation and matter. Through the measurement and analysis of various radiations, spectrometry provides valuable insights into the composition, structure and properties of different substances. Spectrometry allows for the identification and quantification of proteins based on their characteristics and abundance. By comparing the mass spectrometry data obtained from the pulldown assay with databases of known proteins, it is possible to identify the interacting proteins with high confidence. Long non-coding RNAs (lncRNAs), as one of the most important RNA-binding proteins, have emerged as key players in gene regulation, with nearly 80% of transcripts in human cells being lncRNA species. These nonprotein-coding transcripts, longer than 200 nucleotides, have shown great potential in various biological processes and diseases. However, their functional characterization remains a challenge due to their lower expression levels and the limitations of current techniques. Therefore, in this study, we aim to review spectrometry and its diverse types for application in the determination of general properties of RNA-binding proteins.

光谱分析是分析科学的一个引人入胜的领域,它包含了一系列用于研究电磁辐射与物质之间相互作用的技术。通过对各种辐射的测量和分析,光谱法为不同物质的组成、结构和性质提供了有价值的见解。光谱法可以根据蛋白质的特性和丰度对蛋白质进行鉴定和定量。通过将拉下法获得的质谱数据与已知蛋白质的数据库进行比较,可以高可信度地识别相互作用的蛋白质。长链非编码rna (Long non-coding RNAs, lncRNA)作为最重要的rna结合蛋白之一,在基因调控中发挥着重要作用,人类细胞中近80%的转录本都是lncRNA。这些长度超过200个核苷酸的非蛋白质编码转录物在各种生物过程和疾病中显示出巨大的潜力。然而,由于其较低的表达水平和当前技术的限制,它们的功能表征仍然是一个挑战。因此,在本研究中,我们旨在综述光谱法及其各种类型在rna结合蛋白一般性质测定中的应用。
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引用次数: 0
Development of a Model for Predicting the Thermophysical Properties of Carbon Materials and Proposal of Manufacturing Conditions Using the Model 碳材料热物性预测模型的建立及制造条件的建议
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-07-30 DOI: 10.1002/ansa.70031
Masayoshi Matsubara, Ryo Sasaki, Jun P. Takahara, Shinji Moritake, Yasuyuki Harada, Hiromasa Kaneko

A steelmaking method using electric furnaces is attracting attention in the iron and steel industry, and a carbon material called needle coke is used as an aggregate for the electrode in electric steelmaking. The performance of needle coke as an aggregate for electrodes in steelmaking is greatly affected by the quality of the needle coke, which depends on the ingredients of the raw materials and the process conditions. Because the raw material ingredients are not always constant and depend on the place and time they are produced, the quality of the needle coke is not stable under the same process conditions. Therefore, it is necessary to optimise the process conditions. In this study, to optimise the process conditions using machine learning, a model was constructed to predict the thermophysical properties of needle coke from the raw material ingredients and process conditions based on previous data. Because the subject plant is operated in a dynamic process and there is a time delay in the previous data, the genetic-algorithm-based process variables and dynamics selection method, which selects the time delays and process variable regionally, was studied. Furthermore, inverse analysis was performed on a sample whose quality was considered to be outside the specifications based on the previous data, with the aim of controlling the quality within the product specifications by changing only the process conditions.

利用电炉炼钢的方法在钢铁行业备受关注,在电炉炼钢中,一种叫做针状焦炭的碳材料被用作电极的集料。针状焦在炼钢中作为电极集料的性能受针状焦质量的影响很大,这取决于原料成分和工艺条件。由于原料成分并不总是恒定的,而且取决于生产地点和时间,因此在相同的工艺条件下,针状焦的质量并不稳定。因此,有必要对工艺条件进行优化。本研究利用机器学习技术对工艺条件进行优化,基于前人数据,从原料成分和工艺条件出发,构建模型预测针状焦的热物理性质。针对对象工厂处于动态过程中,且之前的数据存在时滞,研究了基于遗传算法的过程变量和动态选择方法,该方法对时滞和过程变量进行了区域选择。此外,对基于先前数据的质量被认为超出规格的样品进行反分析,目的是通过仅改变工艺条件来控制产品规格内的质量。
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引用次数: 0
Separation and Determination of Theobromine and Caffeine in Cocoa Beans Extract Using TLC-SERS: Identification and Computational Insights 用TLC-SERS分离测定可可豆提取物中的可可碱和咖啡因:鉴定和计算见解
IF 4.1 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-07-28 DOI: 10.1002/ansa.70033
Maria Rodriguez, Ray Arteaga, Briggit Katan, Maria Figueira, Romel Guzman, Castillo Jimmy

In recent years there has been a growing interest in cocoa and their sub products in the world, given the beneficial properties of these products. This interest has led to increased research in the study of the composition of cocoa and its relationship with its varieties, mainly the principal alkaloids, theobromine and caffeine. Venezuela, although a small-scale producer, is recognised worldwide for the quality of its cocoa. This work presents a robust, unambiguous and cost-effective methodology for the rapid and accurate quantification of theobromine and caffeine in cocoa beans extracts from Venezuelan cocoa. Thin layer chromatography (TLC) is used for separation, and alkaloids are identified by their Rf values and by their Raman spectra obtained by surface-enhanced Raman spectroscopy (SERS). In the SERS technique, the spots of separated compounds by TLC were impregnated with a solution of silver nanoparticles and the SERS spectra record. Given the great structural similarity of these alkaloids, principal component analysis (PCA) was used to show that despite the similarities of the Raman spectra, they are perfectly distinguishable. Theoretical calculations were performed using Orca software, obtaining Raman and FTIR spectra, and similarities were found between the theoretical and experimental responses, validating the computational approach. The synergistic integration of TLC for separation, SERS for sensitive detection, PCA for robust differentiation and DFT for theoretical validation offers a cost-effective, rapid and robust analytical platform for the unambiguous identification of theobromine and caffeine in complex matrices. This methodology lays the foundation for future quantitative applications in the evaluation of cocoa quality and origin.

近年来,鉴于可可及其子产品的有益特性,世界上对可可及其子产品的兴趣日益浓厚。这种兴趣导致了对可可成分及其与品种之间关系的研究增加,主要是主要生物碱、可可碱和咖啡因。委内瑞拉虽然是一个小规模的生产国,但其可可的质量却得到了全世界的认可。这项工作提出了一个强大的、明确的和具有成本效益的方法,用于快速和准确地定量从委内瑞拉可可可可豆提取物中的可可碱和咖啡因。采用薄层色谱(TLC)进行分离,生物碱通过Rf值和表面增强拉曼光谱(SERS)获得的拉曼光谱进行鉴定。在SERS技术中,用纳米银溶液浸渍TLC分离的化合物斑点,并记录SERS光谱。考虑到这些生物碱的结构相似性,主成分分析(PCA)表明,尽管拉曼光谱相似,但它们是完全可区分的。利用Orca软件进行理论计算,获得拉曼光谱和FTIR光谱,发现理论响应与实验响应具有相似性,验证了计算方法。TLC分离、SERS敏感检测、PCA稳健鉴别和DFT理论验证的协同集成为复杂基质中可可碱和咖啡因的明确鉴定提供了一个经济、快速和稳健的分析平台。该方法为未来可可豆质量和原产地评价的定量应用奠定了基础。
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Analytical science advances
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