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Real-time Traffic Monitoring System Based on Deep Learning and YOLOv8 基于深度学习和 YOLOv8 的实时交通监控系统
IF 0.6 Pub Date : 2023-11-16 DOI: 10.14500/aro.11327
Saif B. Neamah, Abdulamir A. Karim
Computer vision applications are important nowadays because they provide solutions to critical problems that relate to traffic in a cost-effective manner to reduce accidents and preserve lives. This paper proposes a system for real-time traffic monitoring based on cutting-edge deep learning techniques through the state-of-the-art you-only-look-once v8 algorithm, benefiting from its functionalities to provide vehicle detection, classification, and segmentation. The proposed work provides various important traffic information, including vehicle counting, classification, speed estimation, and size estimation. This information helps enforce traffic laws. The proposed system consists of five stages: The preprocessing stage, which includes camera calibration, ROI calculation, and preparing the source video input; the vehicle detection stage, which uses the convolutional neural network model to localize vehicles in the video frames; the tracking stage, which uses the ByteTrack algorithm to track the detected vehicles; the speed estimation stage, which estimates the speed for the tracked vehicles; and the size estimation stage, which estimates the vehicle size. The results of the proposed system running on the Nvidia GTX 1070 GPU show that the detection and tracking stages have an average accuracy of 96.58% with an average error of 3.42%, the vehicle counting stage has an average accuracy of 97.54% with a 2.46% average error, the speed estimation stage has an average accuracy of 96.75% with a 3.25% average error, and the size estimation stage has an average accuracy of 87.28% with a 12.72% average error.
计算机视觉应用如今非常重要,因为它们能以经济高效的方式为与交通相关的关键问题提供解决方案,从而减少事故,保护生命。本文通过最先进的 you-only-look-once v8 算法,提出了一种基于前沿深度学习技术的实时交通监控系统,利用其功能提供车辆检测、分类和分割。拟议的工作可提供各种重要的交通信息,包括车辆计数、分类、速度估计和大小估计。这些信息有助于执行交通法规。拟议的系统由五个阶段组成:预处理阶段,包括摄像机校准、ROI 计算和准备源视频输入;车辆检测阶段,使用卷积神经网络模型定位视频帧中的车辆;跟踪阶段,使用 ByteTrack 算法跟踪检测到的车辆;速度估算阶段,估算被跟踪车辆的速度;以及尺寸估算阶段,估算车辆尺寸。拟议系统在 Nvidia GTX 1070 GPU 上运行的结果显示,检测和跟踪阶段的平均准确率为 96.58%,平均误差为 3.42%;车辆计数阶段的平均准确率为 97.54%,平均误差为 2.46%;速度估计阶段的平均准确率为 96.75%,平均误差为 3.25%;尺寸估计阶段的平均准确率为 87.28%,平均误差为 12.72%。
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引用次数: 0
Blackberry (Rubus fruticosus L.) Fruit Extract Phytochemical Profile, Antioxidant Properties, Column Chromatographic Fractionation, and High-performance Liquid Chromatography Analysis of Phenolic Compounds 黑莓(Rubus fruticosus L.)水果提取物植物化学特征,抗氧化特性,柱层析分馏,酚类化合物的高效液相色谱分析
IF 0.6 Pub Date : 2023-08-25 DOI: 10.14500/aro.11189
Aryan F. Qader, M. Yaman
This groundbreaking study explores the untapped potential of blackberries, a member of the Rubus genus in the Rosaceae family, and sheds light on their remarkable health and medicinal properties. Unlike previous research conducted in other regions, this investigation focuses specifically on the blackberry fruit’s phytochemical constituents, chromatographic fractionations, and antioxidant activities in the Koisinjaq and Erbil villages of Northern Iraq. The research unveils seven distinct fractions obtained through column chromatography, with Fractions 2 and 3,5 found to contain p-coumaric acid and rutin, respectively, while Fraction 2 also houses chlorogenic acid. The analysis reveals the impressive richness of the methanolic blackberry extract in phenolic content (38.08 mg gallic acid equivalent/g dry weight [DW]), flavonoids (14.58 mg quercetin equivalent/g DW), flavonols (6.95 mg rutin equivalent/g DW), and anthocyanins (7.73 mg/kg DW), underlining the fruit’s potent antioxidant activity. Furthermore, blackberries display exceptional ferric-reduction and metal-chelating capabilities, with 20.53 mg FeSO4/g and 182.12 mg Fe2+/g DW, respectively. Remarkably, blackberries also exhibit a remarkable ability to inhibit amylase activity (76.01%). These findings open up exciting prospects for utilizing blackberry fruit as a natural and potent source of phytochemicals and antioxidants in the food and pharmaceutical industries, promising transformative applications in health and well-being.
这项开创性的研究探索了黑莓未开发的潜力,黑莓是蔷薇科红莓属的一员,并揭示了它们非凡的健康和药用特性。与之前在其他地区进行的研究不同,本研究特别关注伊拉克北部Koisinjaq和Erbil村庄黑莓果实的植物化学成分、色谱分离和抗氧化活性。该研究揭示了通过柱层析获得的七个不同的部分,其中部分2和3,5分别含有对香豆酸和芦丁,而部分2还含有绿原酸。分析结果显示,黑莓甲醇提取物的酚类含量(38.08 mg没食子酸当量/g干重[DW])、类黄酮(14.58 mg槲皮素当量/g DW)、类黄酮醇(6.95 mg芦丁当量/g DW)和花青素(7.73 mg/kg DW)丰富,表明黑莓果实具有强大的抗氧化活性。此外,黑莓显示出优异的铁还原和金属螯合能力,分别为20.53 mg FeSO4/g和182.12 mg Fe2+/g DW。值得注意的是,黑莓还表现出显著的淀粉酶活性抑制能力(76.01%)。这些发现开辟了令人兴奋的前景,将黑莓果实作为食品和制药工业中植物化学物质和抗氧化剂的天然有效来源,有望在健康和福祉方面实现革命性的应用。
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引用次数: 0
A Compact Negative Group Delay Microstrip Diplexer with Low Losses for 5G Applications 一种用于5G应用的低损耗紧凑型负群延迟微带双工器
IF 0.6 Pub Date : 2023-08-25 DOI: 10.14500/aro.11237
Leila Nouri, S. Yahya, A. Rezaei, F. Hazzazi, B.N. Nhu
Microstrip Diplexers play an important role in modern wireless communication systems. In this paper, a novel compact microstrip diplexer based on spiral cells is presented. The proposed resonator primarily consists of two spiral thin lines connected to a pair of coupled lines. This novel resonator is analyzed mathematically to find its behavior and tune the dimensions of the final layout easily. Using the analyzed resonator, two bandpass filters (BPFs) are designed. Then, a novel high-performance microstrip diplexer is obtained by designing and integrating these two BPFs. The center frequencies of the first and second channels of the proposed diplexer are 1.86 GHz and 4.62 GHz, respectively. The proposed diplexer boasts a remarkably small size of 0.004 λg2 and features flat channels with low insertion losses of only 0.048 dB and 0.065 dB for the first and second channels, respectively. The maximum group delays of S21 and S31 are 0.31 ns, 0.86 ns, respectively, which are good values for a modern communication system. Meanwhile, inside its passbands for some frequency ranges, its group delays are negative. Thus, using this diplexer can decrease the signal dispersion. The 1st and 2nd passbands are wide with 47.3% and 47.1% fractional bandwidths (FBW), respectively. Therefore, this diplexer can be easily and successfully used in designing high-performance RF communication systems.
微带双工器在现代无线通信系统中起着重要的作用。提出了一种基于螺旋单元的小型微带双工器。所提出的谐振器主要由连接到一对耦合线的两条螺旋细线组成。对这种新型谐振器进行了数学分析,以找到其行为并轻松调整最终布局的尺寸。利用所分析的谐振腔,设计了两个带通滤波器。然后,通过对这两种bpf的设计和集成,得到了一种新型的高性能微带双工器。所提出的双工器第一和第二通道的中心频率分别为1.86 GHz和4.62 GHz。所提出的双工器具有0.004 λg2的非常小的尺寸,并且具有平坦的通道,第一和第二通道的插入损耗分别仅为0.048 dB和0.065 dB。S21和S31的最大群延迟分别为0.31 ns和0.86 ns,这对于现代通信系统来说是很好的值。同时,在某些频率范围内,其群时延为负。因此,使用这种双工器可以降低信号的色散。第1和第2通带较宽,分别为47.3%和47.1%分数带宽(FBW)。因此,该双工器可以方便、成功地用于设计高性能射频通信系统。
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引用次数: 1
Audio Encryption Framework Using the Laplace Transformation 基于拉普拉斯变换的音频加密框架
IF 0.6 Pub Date : 2023-08-25 DOI: 10.14500/aro.11165
Mardan A. Pirdawood, Shadman R. Kareem, Dashne Ch. Zahir
Digital information, especially multimedia and its applications, has grown exponentially in recent years. It is important to strengthen sophisticated encryption algorithms due to the security needs of these innovative systems. The security of real-time audio applications is ensured in the present study through a framework for encryption. The design framework protects the confidentiality and integrity of voice communications by encrypting audio applications. A modern method of securing communication and protecting data is cryptography. Using cryptography is one of the most important techniques for protecting data and ensuring the security of messaging. The main purpose of this paper is to present a novel encryption scheme that can be used in real-time audio applications. We encrypt the sound using a combination of an infinite series of hyperbolic functions and the Laplace transform, and then decrypt it using the inverse Laplace transform. The modular arithmetic rules are used to generate the key for the coefficients acquired from the transformation. There is no loss of data or noise in the decryption sound. We also put several sound examples to the test
数字信息,特别是多媒体及其应用,近年来呈指数级增长。由于这些创新系统的安全需求,加强复杂的加密算法非常重要。本研究通过一个加密框架来保证实时音频应用的安全性。该设计框架通过对音频应用程序进行加密来保护语音通信的机密性和完整性。保护通信和保护数据的现代方法是密码学。使用加密技术是保护数据和确保消息传递安全性的最重要技术之一。本文的主要目的是提出一种可用于实时音频应用的新型加密方案。我们用无穷级数的双曲函数和拉普拉斯变换的组合来加密声音,然后用拉普拉斯逆变换来解密。利用模算术规则生成由变换得到的系数的键。在解密声音中没有数据丢失或噪声。我们还用了几个不错的例子来测试
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引用次数: 0
Screening of Aflatoxin Production by Aspergillus flavus Isolates from Petroleum-contaminated Soil 石油污染土壤中黄曲霉分离株产黄曲霉毒素的筛选
IF 0.6 Pub Date : 2023-08-25 DOI: 10.14500/aro.11144
Sawan M. Mirkhan, T. Omar
Fungi are eukaryotic, heterogeneous, unicellular to filamentous, spore-bearing, and chemoorganotrophic organisms which lack chlorophyll. This present study was carried out to isolate and identify fungi from petroleum-contaminated soil. Several fungal genera which included Rhizopus spp., Mucor spp., Penicillium spp., Rhizoctonia spp., Aspergillus spp., Alternaria spp., and Cladosporiumspp. were isolated using potatoes dextrose agar, Czapek-Dox Agar, and Aspergillus flavus Differentiation Agar culture media that comparable with co-amoxiclav (1g) and chloramphenicol to prevent the growth of any bacteria. The direct plate and serial dilution agar plate methods were used for the isolation of fungi. Based on results, Aspergillusand Mucor spp. were the most predominant genera and had the highest number of colonies in the soil samples. In this investigation, seven out of 27 soil samples were morphologically (macroscopically and microscopically) identified, such as A. flavus. Aflatoxigenicity of A. flavus was detected using characteristics in Aspergillus differentiation agar and colony fluorescence on exposure to ultraviolet light. Moreover, molecular approaches were used for the detection of aflatoxigenic of the A. flavus isolates. Three structural (aflD, aflO, and aflP) and one regulatory (aflR) gene of the aflatoxin gene cluster of A. flavus were targeted for amplification by the polymerase chain reaction method. The aflatoxigenic of all six A. flavus isolates was detected molecularly which contained two structural (aflD, aflP)genes out of three structural genes, while there was no specific amplification of the aflO gene in the fourth, fifth, and sixth A. flavus which issimilar to the aflR gene in the first and second A. flavus.
真菌是真核生物,异质性的,单细胞到丝状的,带孢子的,缺乏叶绿素的化学有机营养生物。本文对石油污染土壤中真菌的分离鉴定进行了研究。真菌属包括根霉属、毛霉属、青霉属、根丝胞菌属、曲霉属、互交菌属和枝孢子菌属。使用马铃薯葡萄糖琼脂、Czapek-Dox琼脂和黄曲霉分化琼脂培养基进行分离,培养基与共阿莫昔酸(1g)和氯霉素相当,以防止任何细菌的生长。采用直接平板法和连续稀释琼脂平板法分离真菌。结果表明,曲霉和毛霉属是土壤样品中最占优势的属,菌落数量最多。在本次调查中,27份土壤样品中有7份在形态学上(宏观和微观)得到鉴定,如黄芽孢杆菌。利用紫外光照射下曲霉分化琼脂特性和菌落荧光特性检测黄曲霉的致黄曲霉性。此外,还采用分子方法对黄曲霉分离株的黄曲霉毒素进行了检测。采用聚合酶链反应法扩增黄曲霉毒素基因簇的3个结构基因(aflD、aflO和aflP)和1个调控基因(aflR)。6株黄曲霉分离株均含有3个结构基因中的2个结构基因(aflD、aflP),而在第4、5、6株黄曲霉中均未发现aflO基因特异性扩增,与第1、2株黄曲霉的aflR基因相似。
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引用次数: 0
Immunological Role of Megakaryocytes and Platelets during Influenza A Virus Infection 巨核细胞和血小板在甲型流感病毒感染中的免疫作用
IF 0.6 Pub Date : 2023-08-25 DOI: 10.14500/aro.11197
Fryad M. Rahman
Influenza viruses pose a serious threat to public health, with severe cases often characterized by lung damage and inflammation. However, the underlying mechanisms of these processes remain poorly understood. This study aimed to investigate the essential role of megakaryocytes (MKs) and platelets (PLTs) in influenza A virus (IAV) infections. Conducted at the Department of Rare Respiratory Diseases, Cystic Fibrosis, and Pulmonology, Nord University Hospital, Marseille, France, the study collected seventy blood samples between October 2018 and March 2019. Samples were obtained from healthy individuals and patients diagnosed with IAV. Messenger RNA was extracted from isolated PLTs and subjected to quantitative real-time-polymerase chain reaction using sets of primers targeting immune marker genes. Western blot analysis was also performed for confirmation, focusing on Fas Ligand (FasL). Results showed that PLTs from IAV-infected individuals expressed the FasL, tumor necrosis factor-related apoptosis-inducing ligand, and Granulysin (GNLY) receptors when activated. Furthermore, an in vitro assay revealed the presence of FasL receptors on infected CMK cell lines. In vivo investigations demonstrated that activated MKs and PLTs in mice also expressed FasL. Interestingly, none of the immune receptors under investigation were found in both MKs and PLTs in mouse model studies. In conclusion, MKs and PLTs play a significant role in influencing immune responses that may help prevent viral spread during infection. However, further examination of their mechanisms of action is warranted. Understanding the involvement of these cells in influenza pathogenesis could offer valuable insights for developing potential therapeutic strategies.
流感病毒对公众健康构成严重威胁,重症病例往往表现为肺损伤和炎症。然而,这些过程的潜在机制仍然知之甚少。本研究旨在探讨巨核细胞(mk)和血小板(PLTs)在甲型流感病毒(IAV)感染中的重要作用。该研究在法国马赛诺德大学医院罕见呼吸道疾病、囊性纤维化和肺病科进行,于2018年10月至2019年3月期间收集了70份血液样本。样本来自健康个体和诊断为IAV的患者。从分离的plt中提取信使RNA,并使用针对免疫标记基因的引物进行定量实时聚合酶链反应。Western blot分析也进行了确认,重点是Fas配体(FasL)。结果表明,iav感染个体的plt在激活时表达FasL、肿瘤坏死因子相关的凋亡诱导配体和颗粒蛋白(GNLY)受体。此外,体外实验显示FasL受体存在于感染的CMK细胞系上。体内研究表明,小鼠活化的mk和plt也表达FasL。有趣的是,在小鼠模型研究中,在mk和plt中都没有发现被研究的免疫受体。总之,mk和plt在影响免疫反应中发挥重要作用,可能有助于防止病毒在感染期间的传播。但是,有必要进一步研究它们的作用机制。了解这些细胞在流感发病机制中的作用可以为开发潜在的治疗策略提供有价值的见解。
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引用次数: 0
Particle-Particle Collective Excitations of Sn isotopes Sn同位素的粒子-粒子集体激发
IF 0.6 Pub Date : 2023-08-25 DOI: 10.14500/aro.11153
A. Taqi, Fahema A. Saber
In this paper, energy-level schemes and reduced electric transition strengths of neutron-rich Tin isotopes 102, 110, 116, 120, 122Sn (Z=50) are studied using collective models, that is, particle-particle Tamm-Dancoff Approximation and particle-particle Random Phase Approximation. According to these models, the excited states of closed-core A+2 systems with multipolarity J and isospin T can be described as a linear combination of particle-particle pairs. In our investigation, the low-lying states of the investigated isotopes 102, 110, 116, 120, 122Sn are described by acting two-particle operators on a correlated core 100Sn, 108Sn, 114Sn, 118Sn, and 120Sn, respectively. The Hamiltonian is diagonalized within the model space include {1g7/2, 2d5/2, 2d3/2, 3s1/2 and 1h11/2} orbits, using the matrix elements of neutron-neutron interaction and modified surface delta interaction. The calculated values are checked by using the resultant eigenvalues and eigenvectors to calculate the excitation energies and reduced electric transition strengths. Our calculated results are compared to the available experimental data, and these comparisons led to reasonable agreements. Effective charges are also used to account for the core polarization effect.
本文采用粒子-粒子tam - dancoff近似和粒子-粒子随机相近似,研究了富中子锡同位素102、110、116、120、122Sn (Z=50)的能级方案和降低的电跃迁强度。根据这些模型,具有多极J和同位旋T的闭核A+2体系的激发态可以描述为粒子-粒子对的线性组合。在我们的研究中,所研究的同位素102、110、116、120、122Sn的低洼态分别通过作用于相关核心100Sn、108Sn、114Sn、118Sn和120Sn上的双粒子算子来描述。利用中子-中子相互作用和修正表面δ相互作用的矩阵元素,在包含{1g7/2、2d5/2、2d3/2、3s1/2和1h11/2}轨道的模型空间内对角化了哈密顿量。利用所得的特征值和特征向量来计算激发能和约化电跃迁强度,从而对计算值进行校核。我们的计算结果与现有的实验数据进行了比较,这些比较得出了合理的一致。有效电荷也被用来解释核心极化效应。
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引用次数: 0
Seismic Fragility Curves for Reinforced Concrete Dual System Buildings 钢筋混凝土双体系建筑的地震易损性曲线
IF 0.6 Pub Date : 2023-06-23 DOI: 10.14500/aro.11172
Sarwar S. Ismael, Faris R. Ahmed
A seismic fragility curve is a visual representation that illustrates the likelihood of a structure surpassing a particular damage or performance limit state caused by an earthquake with a specific intensity or ground motion level. This curve is typically generated using probabilistic seismic hazard analysis and structural reliability analysis methods. It is based on statistical models that rely on past earthquake data and simulations of future earthquake scenarios to predict the structure or system’s behavior under seismic forces. In this study, the seismic performance of 30 stories of 95 m height dual system reinforced concrete buildings located in Erbil is evaluated by analyzing three distinct ground motions. A non-linear platform is used to simulate and analyze data, followed by the generation of seismic inter-story drift fragility curves using Incremental Dynamic Analysis. The buildings’ seismic structural performance is assessed based on five different performance levels, including operational phase, immediate occupancy, damage control, life safety, and collapse prevention (CP). Each level is associated with different levels of damage and corresponding degrees of functionality and safety. The fragility curves show that the building has a 50% chance of achieving or exceeding the (CP) level with highly intense ground vibrations with peak ground acceleration = 1.6 g. In addition, these curves can be beneficial in creating future local design codes and provide significant support in evaluating the seismic performance of existing buildings.
地震易损性曲线是一种直观的表示,它说明了由具有特定强度或地面运动水平的地震引起的结构超过特定破坏或性能极限状态的可能性。该曲线通常采用概率地震危险性分析和结构可靠性分析方法生成。它基于统计模型,该模型依赖于过去的地震数据和对未来地震情景的模拟,以预测结构或系统在地震力下的行为。在本研究中,通过分析三种不同的地面运动,对位于埃尔比勒的30层95 m高双体系钢筋混凝土建筑的抗震性能进行了评估。采用非线性平台对数据进行模拟分析,利用增量动力分析方法生成地震层间漂移易损性曲线。建筑物的抗震结构性能是根据五个不同的性能水平进行评估的,包括运营阶段、立即使用、损害控制、生命安全和防止倒塌(CP)。每个级别都与不同的损害程度以及相应的功能和安全程度相关联。易损性曲线表明,该建筑有50%的机会达到或超过(CP)水平的高强度地面振动,峰值地面加速度= 1.6 g。此外,这些曲线有助于制定未来的当地设计规范,并为评估现有建筑的抗震性能提供重要支持。
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引用次数: 0
The Overshot Gate as a Flow-Measuring Device 超调闸门作为一种流量测量装置
IF 0.6 Pub Date : 2023-06-17 DOI: 10.14500/aro.11170
Jihan M. Qasim
The overshot gate is a commonly used adjustable overflow weir for regulating the upstream water level in open channels. The amount of gate movement is proportional to the water level change. However, to effectively manage the water flow, it is also important for operators to accurately measure the flow rate in the channel. This study examines an overshot gate installed at the end of a laboratory flume to estimate the flow rate under various free flow conditions. This study investigates different gate angles ranging from 9.6° to 90° to evaluate their impact on the flow properties and the discharge coefficient. The analysis of the results indicates that the maximum flow rate values can be achieved with gate inclinations from 15.5° to 47.2° with relatively lower head; the inclined alignment of the gate decreases the effective gate height which consequently increases the gate efficiency. The use of the overshot gate is advantageous over the normal gate when channel depth is limited and higher discharge is required at relatively lower head. In this study, at the highest gate inclinations, the water surface is significantly stable having the lowest values of the approach Froude number. In addition, the head to gate height ratio decreases with raising the gate due to the reduced vertical contraction of the channel. Finally, this paper proposes an empirical equation for estimating the discharge coefficient based on the gate inclination, which demonstrates good accuracy in the specified range.
超调闸门是一种常用的调节明渠上游水位的可调溢流堰。闸门的移动量与水位的变化成正比。然而,为了有效地管理水流,操作人员准确测量通道内的流量也很重要。本研究考察了安装在实验室水槽末端的超冲闸门,以估计在各种自由流动条件下的流量。研究了9.6°~ 90°范围内不同的闸门角度对流动特性和流量系数的影响。分析结果表明,闸门倾角在15.5°~ 47.2°范围内,水头相对较低时流量最大;栅极的倾斜排列降低了栅极的有效高度,从而提高了栅极效率。当通道深度有限并且在相对较低的水头需要较高的流量时,使用超冲闸门比普通闸门更有利。在本研究中,在最大闸门倾角处,水面明显稳定,接近弗劳德数最小。此外,由于沟道的垂直收缩减小,水头与闸门高度比随着闸门的升高而降低。最后,本文提出了一种基于浇口倾斜度估算流量系数的经验公式,在一定范围内具有较好的精度。
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引用次数: 0
Drilling Pipe Corrosion Reduction Using Natural, Biodegradable, and Environmentally Friendly Additive to the Drilling Fluid 使用天然的、可生物降解的、环保的钻井液添加剂减少钻杆腐蚀
IF 0.6 Pub Date : 2023-06-01 DOI: 10.14500/aro.11148
P. Jaf, Jafari Ali, A. Razzaq
Corrosion is one of the disasters attacking the drilling tools, particularly the drill pipes. Drilling fluid is the corrosive that increase the rate of corrosion in the pipes. In this study, it is intended to reduce the corrosivity of drilling fluid using a Prosopis farcta powder material. A natural, biodegradable, and environmentally friendly additive is added to the fluid in different particle sizes and amounts to obtain the lowest corrosion rate. Experiments are conducted in a well-like environment (high pressure high temperature filter press) over a wide range of parameters including pressure, temperature, and properties of the drilling fluid under dynamic conditions. The aim is to eliminate or reduce the corrosivity of the mud as well as to control the losses. The results showed a lower corrosion rate, 0.0029 mm/year, using P. farcta material in comparison with those obtained by researchers in the previous studies.
腐蚀是钻具尤其是钻杆的主要危害之一。钻井液是增加管道腐蚀速率的腐蚀性物质。在本研究中,旨在使用Prosopis farcta粉末材料来降低钻井液的腐蚀性。一种天然的、可生物降解的、环保的添加剂以不同的粒径和用量加入到流体中,以获得最低的腐蚀速率。实验是在一个类似井的环境(高压高温压滤机)中进行的,实验的参数范围很广,包括压力、温度和动态条件下钻井液的性质。目的是消除或降低泥浆的腐蚀性,并控制漏失。结果表明,与之前研究人员获得的材料相比,使用P. farcta材料的腐蚀速率较低,为0.0029 mm/年。
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引用次数: 1
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ARO-THE SCIENTIFIC JOURNAL OF KOYA UNIVERSITY
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