An improved mathematical model for prediction of air quantity to minimise radiation levels in underground uranium mines

被引:9
|
作者
Panigrahi, Durga Charan [1 ]
Sahu, Patitapaban [1 ]
Mishra, Devi Prasad [1 ]
机构
[1] Indian Sch Mines, Dept Min Engn, Dhanbad 826004, Bihar, India
关键词
Mathematical model; Underground uranium mine; Air quantity; Rn-222; sources; Radon daughters; Inhalation exposure; RADON EMANATION; LUNG-CANCER; RN-222; TAILINGS; RATES; ORE;
D O I
10.1016/j.jenvrad.2014.11.008
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Ventilation is the primary means of controlling radon and its daughter concentrations in an underground uranium mine environment. Therefore, prediction of air quantity is the vital component for planning and designing of ventilation systems to minimise the radiation exposure of miners in underground uranium mines. This paper comprehensively describes the derivation and verification of an improved mathematical model for prediction of air quantity, based on the growth of radon daughters in terms of potential alpha energy concentration (PAEC), to reduce the radiation levels in uranium mines. The model also explains the prediction of air quantity depending upon the quality of intake air to the stopes. This model can be used to evaluate the contribution of different sources to radon concentration in mine atmosphere based on the measurements of radon emanation and exhalation. Moreover, a mathematical relationship has been established for quick prediction of air quantity to achieve the desired radon daughter concentration in the mines. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:95 / 104
页数:10
相关论文
共 50 条
  • [21] Data-driven prediction model of indoor air quality in an underground space
    Kim, Min Han
    Kim, Yong Su
    Lim, JungJin
    Kim, Jeong Tai
    Sung, Su Whan
    Yoo, ChangKyoo
    KOREAN JOURNAL OF CHEMICAL ENGINEERING, 2010, 27 (06) : 1675 - 1680
  • [22] RADIATION IN URANIUM MINES - A MANUAL OF RADON GAS EMISSION CHARACTERISTICS AND TECHNIQUES FOR ESTIMATING VENTILATING AIR REQUIREMENTS .3.
    THOMPKINS, RW
    CIM BULLETIN, 1982, 75 (847): : 98 - 104
  • [23] RADIATION IN URANIUM MINES .1. A MANUAL OF RADON GAS EMISSION CHARACTERISTICS AND TECHNIQUES FOR ESTIMATING VENTILATING AIR REQUIREMENTS
    THOMPKINS, RW
    CIM BULLETIN, 1982, 75 (845): : 149 - 156
  • [24] Prediction of tailgate stability in mechanized longwall mines using an improved support vector regression model
    Mahdevari S.
    Arabian Journal of Geosciences, 2021, 14 (3)
  • [25] SUPERCOMPUTER-BASED MATHEMATICAL MODEL FOR AIR QUALITY PREDICTION IN THE URBAN AREA
    Bart, Andrey Andreevich
    Belikov, Dmitry Anatol'evich
    Starchenko, Alexandr Vasil'evich
    VESTNIK TOMSKOGO GOSUDARSTVENNOGO UNIVERSITETA-MATEMATIKA I MEKHANIKA-TOMSK STATE UNIVERSITY JOURNAL OF MATHEMATICS AND MECHANICS, 2011, (15): : 15 - 24
  • [26] A hybrid ensemble learning-based prediction model to minimise delay in air cargo transport using bagging and stacking
    Sahoo, Rosalin
    Pasayat, Ajit Kumar
    Bhowmick, Bhaskar
    Fernandes, Kiran
    Tiwari, Manoj Kumar
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2022, 60 (02) : 644 - 660
  • [27] Prediction of the air quality index of Hefei based on an improved ARIMA model
    Liu, Jia-Bao
    Yuan, Xi -Yu
    AIMS MATHEMATICS, 2023, 8 (08): : 18717 - 18733
  • [28] Short Term Prediction of Coal Mine Methane Concentration with Chaos PSO- RBFNN Model in Underground Coal Mines
    Geng, Yue
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON MECHATRONICS ENGINEERING AND INFORMATION TECHNOLOGY (ICMEIT), 2016, 57 : 108 - 112
  • [29] Prediction of hemoglobin levels in individual hemodialysis patients by means of a mathematical model of erythropoiesis
    Fuertinger, Doris H.
    Kappel, Franz
    Zhang, Hanjie
    Thijssen, Stephan
    Kotanko, Peter
    PLOS ONE, 2018, 13 (04):
  • [30] Towards personalized radiation therapy: Translation of a mathematical model of the radiosensitivity network to the prediction of clinical radiation response
    Eschrich, S.
    Zhang, H.
    Zhao, H.
    Lee, J.
    Bloom, G.
    Boulware, D.
    Rocha-Lirna, C.
    Calvin, D. P.
    Yeatman, T. J.
    Torres-Roca, J. F.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2007, 69 (03): : S595 - S595