Applied Radiation and Isotopes最新文献

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Validation of a general-use high flux isotope reactor–specific metaheuristic optimization framework for isotope production target design 验证用于同位素生产目标设计的通用高通量同位素反应堆特定元启发式优化框架
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-20 DOI: 10.1016/j.apradiso.2024.111592
C. Salyer , S. Bogetic , J. Griswold
{"title":"Validation of a general-use high flux isotope reactor–specific metaheuristic optimization framework for isotope production target design","authors":"C. Salyer ,&nbsp;S. Bogetic ,&nbsp;J. Griswold","doi":"10.1016/j.apradiso.2024.111592","DOIUrl":"10.1016/j.apradiso.2024.111592","url":null,"abstract":"<div><div>Currently, advanced optimization methods are limited for isotope production (IP) campaigns at the US Department of Energy’s High Flux Isotope Reactor (HFIR) located at Oak Ridge National Laboratory (ORNL), leading to years of conservative and historical approaches with minimal innovation. Moreover, the growing demand for new and existing isotopes is beginning to challenge the capacity of HFIR. This work explores the development and integration of metaheuristic (MH) optimization techniques for more efficient target design and irradiation strategies. As a test case, the optimization framework was applied to a routinely produced isotope at HFIR, <sup>188</sup>W, with the objective of maximizing the specific activity (SA), a key production metric. The framework includes Gnowee, a Python-based MH optimization algorithm, coupled with the Monte Carlo N-Particle version 6 (MCNP6) and Oak Ridge Isotope Generation (ORIGEN) activation/depletion/decay codes to design, simulate, and evaluate thousands of potential target design and irradiation scheme candidates. The framework relies on mock input files, design and irradiation variables for the algorithm to select, as well as a user-defined objective function to score each candidate based on the returned SA. Given the inherent complexities and computational time required when modeling and simulating the full HFIR model, a novel simplified MCNP6 model is presented in this article to increase the computational efficiency of the framework. The variables explored include irradiation location, number of cycles, and the number of W samples. Over 1,000 simplified model candidates were simulated in the same amount of time as a single full HFIR model run. By comparing the simplified model optimization’s top candidate(s) with the full HFIR model results, the framework was verified to accurately explore the design space and converge on the top performing candidates. Lastly, past experimental data was compared to the data generated by the framework/model and both show that fewer W rings return higher SA, as expected. The verified and validated techniques provide a standardized solution to increase IP efficiencies by exploring thousands of unique target designs and irradiation strategies in a similar time as that required to run a single case in the full HFIR MCNP6 model. Both the novel simplified model and the full HFIR model show a more than 30% increase in SA if all presented modifications are applied to the current design and strategy. Thus, the objective of building a general-use, computationally efficient optimization framework for HFIR IP was accomplished, and has the potential to be applied to other IP campaigns.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"216 ","pages":"Article 111592"},"PeriodicalIF":1.6,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gamma ray induced significant phenotypic and metabolite changes in sugarcane variants derived through in vitro mutagenesis 伽马射线诱导通过体外诱变获得的甘蔗变异体显著的表型和代谢物变化。
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-20 DOI: 10.1016/j.apradiso.2024.111597
G. Ariharasutharsan , Pooja Negi , P. Vinoth , A. Malarvizhi , P. Senthilrajan , C. Appunu , Ashish K. Srivastava , R. Valarmathi
{"title":"Gamma ray induced significant phenotypic and metabolite changes in sugarcane variants derived through in vitro mutagenesis","authors":"G. Ariharasutharsan ,&nbsp;Pooja Negi ,&nbsp;P. Vinoth ,&nbsp;A. Malarvizhi ,&nbsp;P. Senthilrajan ,&nbsp;C. Appunu ,&nbsp;Ashish K. Srivastava ,&nbsp;R. Valarmathi","doi":"10.1016/j.apradiso.2024.111597","DOIUrl":"10.1016/j.apradiso.2024.111597","url":null,"abstract":"<div><div>Sugarcane is an economically important polyploid crop whose genetic complexity and limited fertility poses a challenge for crop improvement programs. Gamma radiation-induced mutagenesis is an alternate approach for generating a diverse array of agronomically useful mutants, accelerating varietal development in a long-duration crop like sugarcane. To develop agronomically useful mutants of a commercial sugarcane genotype Co 99004, gamma ray induced <em>in vitro</em> mutagenesis was carried out. The phenotypic variants of Co 99004 in V1 generation could be categorized into five distinct phenotypically scorable classes, including three chlorophyll mutants (albina, chlorina and chlorina pigmented) and two green mutants like wild type control. SRAP marker analyses indicated distinct genomic variation among the phenotypic mutants and control plants, with the polymorphic information content (PIC) ranging from 0 to 0.472. Further, the phylogenetic dendrogram derived from the SRAP marker data grouped the mutants into four distinct clusters clearly differentiating the phenotypic classification. Sequencing of selected SRAP amplicons indicated deletion/insertion of gene specific fragments. Interestingly, the loss of chlorophyll in albina and chlorina mutants showed gamma irradiation-induced deletions in the gene encoding FAR1-RELATED SEQUENCE 5-like protein, which is involved in chlorophyll biosynthesis. GC-MS based metabolome profiling showed alteration in tetrapyrrole biosynthesis, MEP (Methylerythritol Phosphate), and fatty acid biosynthesis pathways, indicating a significant metabolic variation in the chlorophyll mutants. Further characterization of the genetically distinct, non-lethal green wild type mutants can lead to the identification of agronomically useful mutants. In addition, the loss-of-function chlorophyll mutants can serve as a good source for comparative genomics studies aimed at gene-trait association.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"217 ","pages":"Article 111597"},"PeriodicalIF":1.6,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142845678","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Monte Carlo study of organ doses and related secondary cancer risk estimations for patients undergoing prostate radiotherapy: Algerian population-based study 对接受前列腺放射治疗的患者进行器官剂量和相关继发性癌症风险估计的蒙特卡洛研究:阿尔及利亚人口研究
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-19 DOI: 10.1016/j.apradiso.2024.111595
Asma Alem-Bezoubiri , Fethi Bezoubiri , Michael Speiser , Suleiman Ameir Suleiman , Hossam Donya , Ahmed Chafik Chami
{"title":"Monte Carlo study of organ doses and related secondary cancer risk estimations for patients undergoing prostate radiotherapy: Algerian population-based study","authors":"Asma Alem-Bezoubiri ,&nbsp;Fethi Bezoubiri ,&nbsp;Michael Speiser ,&nbsp;Suleiman Ameir Suleiman ,&nbsp;Hossam Donya ,&nbsp;Ahmed Chafik Chami","doi":"10.1016/j.apradiso.2024.111595","DOIUrl":"10.1016/j.apradiso.2024.111595","url":null,"abstract":"<div><div>The present study aimed to assess organ doses and the associated cancer risks related to secondary radiation (photons and neutrons) exposure during 3D Conformational Radiotherapy (3D-CRT) for patients with prostate cancer in Algeria. To this purpose, a detailed geometric Monte Carlo (MC) modeling of the LINAC, combined with a hybrid whole-body phantom was carried out. The secondary radiation doses were calculated in patient's organs, both within and outside the field. The obtained doses were used to estimate the Lifetime Attributable Risks (LARs) for cancer incidence for out of field organs, using the Biological Effects of Ionizing Radiation VII (BEIR VII) risk model, considering the exposure age range according to the age of the treated patients in Algeria. The survival information and baseline cancer risks were based on relevant statistics for the Algerian population. The results revealed that secondary radiation equivalent doses mostly depend on the distance of organs from the treated volume. The highest and lowest equivalent doses of 5.77 mSv/Gy and 0.24 mSv/Gy were recorded in the small intestine and ocular lens, respectively. LARs decreased as the age of exposure increased, with the highest estimated value per 100,000 individuals identified at a 35-year exposure age (<u>88</u> for the colon and <u>15</u> for the intestine). Conversely, the lowest risks were found at 70 years of age, specifically in <u>rib bone and leg bone with value of (0).</u> The current research could contribute to establishing a database concerning the incidence of secondary cancers induced by radiotherapy during 3D-CRT for prostate cancer in Algeria.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"216 ","pages":"Article 111595"},"PeriodicalIF":1.6,"publicationDate":"2024-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723538","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of 14C/12C ratio measurements using accelerator mass spectrometry with standard materials under different graphitization conditions 在不同石墨化条件下使用加速器质谱对标准材料进行 14C/12C 比值测量的评估
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-17 DOI: 10.1016/j.apradiso.2024.111589
Sae-Hoon Park, Seung-Won Lee, Yu-Seok Kim
{"title":"Evaluation of 14C/12C ratio measurements using accelerator mass spectrometry with standard materials under different graphitization conditions","authors":"Sae-Hoon Park,&nbsp;Seung-Won Lee,&nbsp;Yu-Seok Kim","doi":"10.1016/j.apradiso.2024.111589","DOIUrl":"10.1016/j.apradiso.2024.111589","url":null,"abstract":"<div><div>In this study, an evaluation of carbon-beam tuning and <sup>14</sup>C/<sup>12</sup>C ratio measurements is performed to validate the graphitization process in the pre-processing procedure employed at the accelerator mass spectrometry (AMS) facility of Dongguk University in Korea. The AMS isotopic ratio data are analyzed for samples subjected to three different graphitization conditions: (1) the entire process including Fe catalyst pre-heating with a high vacuum, (2) a high vacuum without pre-heating, and (3) a low vacuum without pre-heating. High-quality isotopic ratio measurements are achieved under these conditions. The measured mean isotopic ratio values for the background samples are almost equivalent to the different graphitization condition samples, with a difference in the order of 10<sup>−16</sup>. Therefore, conducting measurements with or without Fe catalyst pre-heating or high vacuum conditions is equally viable. Furthermore, the simplification of the graphitization process steps reduces the processing time required to produce five samples from 8 to 4 h, thereby enhancing the daily sample throughput by a factor of two, without compromising data quality.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"215 ","pages":"Article 111589"},"PeriodicalIF":1.6,"publicationDate":"2024-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142663447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Larvicidal and adulticidal activity of irradiated Thuja orientalis essential oil by gamma radiation for controlling Culex pipiens 伽马射线辐照东方鸦胆子精油在防治鸦胆子幼虫和成虫方面的活性。
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-16 DOI: 10.1016/j.apradiso.2024.111591
A.M. Gharib , S.S. Hamouda , A.F. Hamza , N.F. Zahran
{"title":"Larvicidal and adulticidal activity of irradiated Thuja orientalis essential oil by gamma radiation for controlling Culex pipiens","authors":"A.M. Gharib ,&nbsp;S.S. Hamouda ,&nbsp;A.F. Hamza ,&nbsp;N.F. Zahran","doi":"10.1016/j.apradiso.2024.111591","DOIUrl":"10.1016/j.apradiso.2024.111591","url":null,"abstract":"<div><div><em>Culex pipiens</em> mosquitoes are the primary vector of the West Nile virus worldwide and have a wide distribution. To avoid the development of resistance in insect pests to conventional synthetic pesticides, there have been many attempts to study botanical pesticides. The increasing resistance of insect pests to synthetic pesticides is a threat to the diversity of ecosystems, which makes the study of botanical pesticides all the more important. The study aimed to determine the efficacy of <em>Thuja orientalis</em> essential oil irradiated with 1, 3 and 5 KGy compared to unirradiated <em>T. orientalis</em> as larvicidal agents against the third instar larvae of <em>C. pipiens</em> using six different concentrations (15, 20, 25, 30, 35 and 40 ppm) and as an adulticidal agent against approximately three-day-old female adults 0.2, 0.4, 0.6, 1 and 2%. The results generally showed that the irradiated essential oil with 5 KGy had the highest efficacy by LC<sub>50</sub> (20.16 ppm) followed by essential oil irradiated with 3 and 1 KGy (LC<sub>50</sub>, 23.16 and 26.00 ppm, respectively) compared to unirradiated ones (LC<sub>50</sub>, 27.28 ppm) after 24 h from the exposure for the third instar larvae. The knockdown effect for adults increased significantly with higher concentrations of the oil, across different exposure times ranging from 5 to 60 min. The time to knock down 100% of mosquito population to <em>Thuja orientalis</em> essential oils at the highest concentration 2% were 20 min at 0, 1, and 3 KGy and 10 min at 5 KGy. Our results indicate that gamma irradiation of <em>T. orientalis</em> fruit improves the efficacy of their essential oil against <em>Culex pipiens</em> and the irradiated oil could be successfully used for management of these insects. The head capsule, antenna, and the last abdominal segments of the 3rd instar larvae exposed to the essential oil of unirradiated or irradiated Thuja orientalis unripe were examined by the scanning electron microscope (SEM).</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"216 ","pages":"Article 111591"},"PeriodicalIF":1.6,"publicationDate":"2024-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142685770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of dose and heating rate on thermoluminescence kinetics in aquamarine (Be3Al2(SiO3)6:Fe) 剂量和加热速率对海蓝宝石(Be3Al2(SiO3)6:Fe)热发光动力学的影响。
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-16 DOI: 10.1016/j.apradiso.2024.111593
Pedro Sena, Héctor Maya, Rafael Cogollo
{"title":"Impact of dose and heating rate on thermoluminescence kinetics in aquamarine (Be3Al2(SiO3)6:Fe)","authors":"Pedro Sena,&nbsp;Héctor Maya,&nbsp;Rafael Cogollo","doi":"10.1016/j.apradiso.2024.111593","DOIUrl":"10.1016/j.apradiso.2024.111593","url":null,"abstract":"<div><div>The study of a thermoluminescent (TL) material begins with the response of the material to different doses of radiation and different rates of heating (Bos, 2006a), For this reason, the present work deals with the possible variations of the kinetic parameters for two groups of glow curves of beryl in its variety known as aquamarine. (Be<sub>3</sub>Al<sub>2</sub>(SiO<sub>3</sub>)<sub>6</sub>: Fe). The exposure and reading process was performed in a RISO TL/OSL DA-20 reader at room temperature. For the development of this work, the sample was irradiated at different doses (Between 4 and 100 Gy) of β-radiation with a source of <sup>90</sup>Sr/<sup>90</sup>Y. The glow curve was recorded at a heating rate of 1 °C/s. The results show four experimental glow peaks around the 75, 115, 189 y 302 °C. The glow peak with the highest intensity at about 75 °C is referred to as the \"main peak\". A second set of glow curves was obtained with a radiation dose β of 1 Gy. These were recorded at different heating rates between 0.5 and 5 °C/s. The glow peaks show a shift towards higher temperature values as the heating rate increases, in agreement with theory. However, a slight decrease in the area of the glow peak is observed, more pronounced in the case of the main peak. The kinetic analysis performed on the glow curves recorded at different doses of beta radiation and heating rates, using different methods of kinetic theory, such as the initial ascent method, full peak glow, curve fitting and the dimensionless fitting method, shows that the trapping parameters (activation energy, frequency factor, and order parameter) are independent of the absorbed dose, in the measured range, and of the heating rate used.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"216 ","pages":"Article 111593"},"PeriodicalIF":1.6,"publicationDate":"2024-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142692692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On the SRIM prediction of ranges for Ni ions 关于镍离子的 SRIM 预测范围。
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-14 DOI: 10.1016/j.apradiso.2024.111590
A.F. Gurbich, P.S. Prusachenko, T.L. Bobrovskiy, M.V. Bokhovko
{"title":"On the SRIM prediction of ranges for Ni ions","authors":"A.F. Gurbich,&nbsp;P.S. Prusachenko,&nbsp;T.L. Bobrovskiy,&nbsp;M.V. Bokhovko","doi":"10.1016/j.apradiso.2024.111590","DOIUrl":"10.1016/j.apradiso.2024.111590","url":null,"abstract":"<div><div>An experiment to determine the range of Ni ions in matter consisting in the implantation of nickel ions into samples followed by the determination of the depth profile of the implanted ions by nuclear reaction resonance profiling was performed. The experimentally obtained ranges for Ni ions in Fe and Mo were compared with SRIM-2013 (<span><span>www.srim.org</span><svg><path></path></svg></span>) and TRIM-98 predictions. It was found that the ranges predicted by SRIM-2013 are significantly overestimated whereas the calculation results obtained with TRIM-98 modified to take into account radiation-enhanced diffusion are consistent with the experimental data.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"215 ","pages":"Article 111590"},"PeriodicalIF":1.6,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142638073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing radiation dosimetry: Impact of PMMA layers on electronic equilibrium for the calibration of radiation protection instruments 优化辐射剂量测定:PMMA 层对辐射防护仪器校准电子平衡的影响。
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-14 DOI: 10.1016/j.apradiso.2024.111588
Taibi Zidouz , Abdelatif Talbi , El Mahjoub Chakir , Elmehdi Alibrahmi , Mohammed Zaryah , Abderahim Allach , Abdessamad Didi , Abdelwahab Abarane
{"title":"Optimizing radiation dosimetry: Impact of PMMA layers on electronic equilibrium for the calibration of radiation protection instruments","authors":"Taibi Zidouz ,&nbsp;Abdelatif Talbi ,&nbsp;El Mahjoub Chakir ,&nbsp;Elmehdi Alibrahmi ,&nbsp;Mohammed Zaryah ,&nbsp;Abderahim Allach ,&nbsp;Abdessamad Didi ,&nbsp;Abdelwahab Abarane","doi":"10.1016/j.apradiso.2024.111588","DOIUrl":"10.1016/j.apradiso.2024.111588","url":null,"abstract":"<div><div>In radiation dosimetry, achieving electronic equilibrium is vital for accurate dose measurements in radioprotection. This study investigates the effect of Poly Methyl Methacrylate (PMMA) layers, known by its chemical formula C<sub>5</sub>H<sub>8</sub>O<sub>2</sub> and a density of 1.19 g/cm³ (PNNL, 2011), on electronic equilibrium for the calibration of radiation protection instruments, focusing on photon beams of varying energies. Using DOSIMEX 2.0 simulation software, we modeled the influence of PMMA thickness on calibration factors across different X-ray and gamma-ray beam energies. Experimental validation with Cs-137 and Co-60 sources confirmed the reliability of the simulation. Our results highlight that while PMMA layers have a minimal impact on calibration for higher-energy beams, their role becomes significant for energies below 40 keV. For X-ray beams (From 30 to 140 kV), the results show minimal calibration factor deviation (&lt;1.6%), whereas radionuclide beams exhibit more significant variations (4.1%), necessitating customized calibration approaches. This study underscores the importance of adhering to ISO 4037-3 standards in radioprotection, particularly in low-energy scenarios, to ensure the precision of calibration procedures and optimize radiation protection practices. Furthermore, based on the results obtained, the absence of PMMA does not have a dramatic effect on the calibration of X-ray radiation instruments, whereas for gamma-ray beams, it has a significant impact.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"215 ","pages":"Article 111588"},"PeriodicalIF":1.6,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142646803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ACO-based feature selection and neural network modeling for accurate gamma-radiation based pipeline monitoring in the oil industry 基于 ACO 的特征选择和神经网络建模,用于石油工业中基于伽马射线的管道精确监测。
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-13 DOI: 10.1016/j.apradiso.2024.111587
Abdulilah Mohammad Mayet , Seyed Mehdi Alizadeh , Muneer Parayangat , John William Grimaldo Guerrero , M. Ramkumar Raja , Mohammed Abdul Muqeet , Salman Arafath Mohammed
{"title":"ACO-based feature selection and neural network modeling for accurate gamma-radiation based pipeline monitoring in the oil industry","authors":"Abdulilah Mohammad Mayet ,&nbsp;Seyed Mehdi Alizadeh ,&nbsp;Muneer Parayangat ,&nbsp;John William Grimaldo Guerrero ,&nbsp;M. Ramkumar Raja ,&nbsp;Mohammed Abdul Muqeet ,&nbsp;Salman Arafath Mohammed","doi":"10.1016/j.apradiso.2024.111587","DOIUrl":"10.1016/j.apradiso.2024.111587","url":null,"abstract":"<div><div>This work presents a novel technique to improve oil pipeline monitoring capabilities, a vital activity in the oil and gas sector. Using Monte Carlo simulations, the work meticulously records data from a pipeline testing environment with various petroleum products and volume ratios. We apply the presented technique to mix four petroleum products—ethylene glycol, gasoline, crude oil, and gasoil—in different volumetric fractions to precisely determine their volume ratios. Many characteristics of the signal, including its mean, standard deviation, autocorrelation, zero-crossing rate, dominant frequency, power spectral density, harmonic-to-noise ratio, cross-frequency coupling, peak-to-peak amplitude, and fall time, are extracted after data collection. To select optimal features, an innovative approach utilizing ant colony optimization is deployed, systematically identifying the most informative feature combinations for volumetric ratio prediction. These meticulously chosen features serve as inputs to a multilayer perceptron (MLP) neural network tasked with accurately determining the volume ratio of the pipeline contents. Remarkably, the methodology showcases remarkable efficacy, with the root mean square error (RMSE) in volume ratio determination found to be less than 0.52. This significant finding not only underscores the robustness of the proposed approach but also promises to revolutionize pipeline monitoring techniques, offering unprecedented accuracy and efficiency in oil industry operations. This research thus represents a pivotal advancement in the field, with far-reaching implications for both academic research and practical applications within the oil and gas sector.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"215 ","pages":"Article 111587"},"PeriodicalIF":1.6,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142643272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comprehensive investigation of carcinogenic radon levels in water within the Ikorodu axis of Lagos State, Nigeria 尼日利亚拉各斯州 Ikorodu 轴心地区水中致癌氡含量的综合调查。
IF 1.6 3区 工程技术
Applied Radiation and Isotopes Pub Date : 2024-11-12 DOI: 10.1016/j.apradiso.2024.111585
Olaoye Morohunfoluwa Adeola , Hyam Nazmy Bader Khalaf , Okedeyi Sodiq , Mostafa Y.A. Mostafa , Howaida Mansour
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