• 제목/요약/키워드: Neutron activation method

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Online analysis of iron ore slurry using PGNAA technology with artificial neural network

  • Haolong Huang;Pingkun Cai;Xuwen Liang;Wenbao Jia
    • Nuclear Engineering and Technology
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    • v.56 no.7
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    • pp.2835-2841
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    • 2024
  • Real-time analysis of metallic mineral grade and slurry concentration is significant for improving flotation efficiency and product quality. This study proposes an online detection method of ore slurry combining the Prompt Gamma Neutron Activation Analysis (PGNAA) technology and artificial neural network (ANN), which can provide mineral information rapidly and accurately. Firstly, a PGNAA analyzer based on a D-T neutron generator and a BGO detector was used to obtain a gamma-ray spectrum dataset of ore slurry samples, which was used to construct and optimize the ANN model for adaptive analysis. The evaluation metrics calculated by leave-one-out cross-validation indicated that, compared with the weighted library least squares (WLLS) approach, ANN obtained more precise and stable results, with mean absolute percentage errors of 4.66% and 2.80% for Fe grade and slurry concentration, respectively, and the highest average standard deviation of only 0.0119. Meanwhile, the analytical errors of the samples most affected by matrix effects was reduced to 0.61 times and 0.56 times of the WLLS method, respectively.

Intercomparison and Determination of Sediment by Instrumental Neutron Activation Analysis (중성자방사화분석을 이용한 퇴적물의 정량 및 비교연구)

  • 정용삼;문종화;정영주;박용준;이길용;윤윤열;이수형;김경태
    • Journal of the Korean Society of Groundwater Environment
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    • v.5 no.2
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    • pp.116-121
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    • 1998
  • For the application of study on pollution and conservation of environment determination of 33 elemental concetrations in different sediment samples were carried out using instrumental neutron activation analysis (INAA). For verification and evaluation of the analytical method, three standard reference materials (two NIST SRMs and one NRCC CRM) were chosen and the accuracy and precision of the analysis were estimated by comparison to the certified values. Under the optimum condition, the analytical procedure to apply a practical sample was estimated. Neutron irradiation of sample was done at the irradiation facilities (neutron flux, 1-3${\times}$10$\^$13/n/$\textrm{cm}^2$$.$s) of the TRIGA MARK-III and HANARO research reactor in the Korea Atomic Energy Research Institute. In addition, analysis of two IAEA's sediment was performed according to the pre-established analytical method. The analytical results of elements such as Al, As, Co, Cr, Fe, Sb and Zn by INAA were intercompared with those of WD-XRF, ICP-MS and AAS, and are relatively agreed with each other.

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Study on Neutron Capture Probability of Praseodymium at Thermal Neutron Energy (열중성자에 대한 프라세오디뮴의 중성자포획확률에 대한 연구)

  • Lee, Samyol;Lee, Sangbock;Jungran Yoon;Kim, Jeongkoo
    • The Journal of the Korea Contents Association
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    • v.4 no.2
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    • pp.76-82
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    • 2004
  • The thermal neutron capture cross-section (at 2,200 m/s value) of the $^{141}$Pr(n,$\gamma$)$^{142}$Pr reaction was measured by an activation method by using the heavy water ($D_2$O) thermal neutron facility at the KUR(Kyoto University Reactor). The thermal neutron fiux used in this experiment was monitored with the$^{197}$Au(n,$\gamma$)$^{198}$Au standard cross-section. The previous results and the evaluated data of JENDL-3.2, ENDF/B-VI, and JEF-2.2 were in good agreement with the current result.

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Method for Measuring Prompt Fission Neutron Energy Spectrum by Means of Threshold Activation Detectors (발단 방사화 검출기를 이용한 핵분열 즉발 중성자 에너지 스펙트럼 측정방법)

  • 노성기;신희성;박종묵
    • Nuclear Engineering and Technology
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    • v.22 no.4
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    • pp.410-415
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    • 1990
  • Prompt fission neutron energy spectrum as a function of energies of neutron inducing fission has been calculated en the basis of the Madland-Nix(MN) model. The resultant spectra have been weighted to excitation functions of $^{27}$ Al(n, $\alpha$), $^{32}$ S(n, p) and $^{115}$ In(n, n') threshold reactions in order to get the average cross sections and then spectral indices which are defined as the average cross section ratio for two selective threshold reactions among the above three. It is appeared that spectral indices together with the neutron spectra are varying with energies of neutron inducing fission. This may indicate that the prompt fission neutron energy spectrum can be determined by measuring experimentally the spectral index.

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Determination of Arsenic in Korean human liver and manganese, copper in Vitamin prepartions by neutron action analysis (중성자(中性子) 방사화(放射化) 분석법(分析法)에 의(依)한 한국인(韓國人) 간장중(肝臟中)의 비소(砒素) 및 Vitamin제제중(製劑中)의 금속(金屬)(CU, Mn)의 정량(定量))

  • Oh, Soo-Chang
    • Journal of Pharmaceutical Investigation
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    • v.4 no.4
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    • pp.17-25
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    • 1974
  • 1. Neutron acivation analysis of arsenic contained in Korean human liver was studied in the view point of forensic chemistry, using 12 corpses. A sample of 1g was irradiated for 30 mins. in a neutron flux of $1.2{\times}10^{12}n/cm^2/sec$, followed by nitric-sulfuric acid digestion and then by Gutzeit separation. Radio activity was detected by it's scintillation counter. The arsenic content in the liver was found to be $0.01{\mu}g/g$ to $0.15{\mu}g/g$. 2. A rapid and convenient method for the radiochemical determination of minerals by neutron activation analysis was established. After neutron irradiation to the standard soln. of Cu and Mn in pneumatic tube (neutron flux : $1.2{\times}10^{12}n/cm^2/sec$), Cu and Mn were determined by estimating the ratio of the widths under energy peak area in ${\gamma}-ray-spectrogram$. When the standard soln. of Mn and Cu is irradiated for 15 mins. to 18 hrs., recovery test shows that the relative errors are 5.1% and 4.5% for copper and manganese, respectively.

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Trace impurities analysis of the electronic polymer resins by neutron activation analysis (중성자방사화분석법에 의한 전자소재용 고분자수지의 불순물 분석법연구)

  • Yoon, Yoon Yeol;Cho, Soo Young;Lee, Kil Yong;Yang, Myung Kwon;Shim, Sang Kwon;Chung, Yong Sam
    • Analytical Science and Technology
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    • v.17 no.4
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    • pp.308-314
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    • 2004
  • When the polymer was used for the guard raw materials of electronic device, the content of U, Th and their daughter nuclides were known as a factor of soft error. Because emitted alpha ray could be caused of mis-operation. And ionic impurities such as Cl, Fe, Na could shorten the device life-time. For the analysis of trace impurities in the polymer, neutron activation analysis(NAA) and ICP/AES have been studied. To improve the accuracy and sensitivity of the trace and ultratrace metallic impurities in the epoxy and phenol polymer, sample pretreatment method and optimum analytical condition of NAA were developed. Using the above method, U, Th and other 23 trace impurity elements were analyzed.

Determination of Impurities in Aluminum by Neutron Activation Analysis

  • Kim, Nak-Bae;Bak, Hae-ill;Lee, Chul
    • Nuclear Engineering and Technology
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    • v.12 no.1
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    • pp.29-38
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    • 1980
  • A radiochemical separation scheme for the neutron activation analysis is developed for the determination of 28 elements in aluminum. The scheme is based on a group separation using ion-exchange resin and mineral exchanger. Present work has employed mineral acids and their partly organic mixture excluding HF as the media as well as common glass wares. For the determination, gamma-ray spectroscopy using $3"\times3"\;Nal(TI)$ detector and a single comparator method are used.

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Analysis of Zirconium and Nickel Based Alloys and Zirconium Oxides by Relative and Internal Monostandard Neutron Activation Analysis Methods

  • Shinde, Amol D.;Acharya, Raghunath;Reddy, Annareddy V.R.
    • Nuclear Engineering and Technology
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    • v.49 no.3
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    • pp.562-568
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    • 2017
  • Background: The chemical characterization of metallic alloys and oxides is conventionally carried out by wet chemical analytical methods and/or instrumental methods. Instrumental neutron activation analysis (INAA) is capable of analyzing samples nondestructively. As a part of a chemical quality control exercise, Zircaloys 2 and 4, nimonic alloy, and zirconium oxide samples were analyzed by two INAA methods. The samples of alloys and oxides were also analyzed by inductively coupled plasma optical emission spectroscopy (ICP-OES) and direct current Arc OES methods, respectively, for quality assurance purposes. The samples are important in various fields including nuclear technology. Methods: Samples were neutron irradiated using nuclear reactors, and the radioactive assay was carried out using high-resolution gamma-ray spectrometry. Major to trace mass fractions were determined using both relative and internal monostandard (IM) NAA methods as well as OES methods. Results: In the case of alloys, compositional analyses as well as concentrations of some trace elements were determined, whereas in the case of zirconium oxides, six trace elements were determined. For method validation, British Chemical Standard (BCS)-certified reference material 310/1 (a nimonic alloy) was analyzed using both relative INAA and IM-NAA methods. Conclusion: The results showed that IM-NAA and relative INAA methods can be used for nondestructive chemical quality control of alloys and oxide samples.

Reactor Neutron Activation Analysis by a Single Comparator Method

  • Lee, Chul
    • Nuclear Engineering and Technology
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    • v.5 no.2
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    • pp.137-149
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    • 1973
  • A method of activation analysis, based on the irradiation and counting of an iron wire which contains manganese impurity as the single comparator. has been elaborated by critical evaluation of nuclear data involved in activation and activity measurement. The variation of effective cross section is investigated as a function of the spectral index and other parameters such as a measure of the proportion of epithermal neutrons in the reactor spectrum. The errors induced by shifts in the neutron spectrum in the irradiation positions are discussed. The known amount of each element is irradiated simultaneously together with the single comparator, and the obtained values are compared with the known amount of each element. The results show that en general the random errors are not greater than those obtained by using the conventional relative method, but the systematic errors were up to about 20%. This method is applied to the determinations of fourteen rare earth elements in monazite as well as other seven elements in the standard kale powder. The satisfactory reproducibility of the present method makes possible the determination of the elements with an accuracy attainable with the conventional relative method.

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