SAFETY ANALYSES OF POTENTIAL EXPOSURE IN MEDICAL IRRADIATION PLANTS BY FUZZY FAULT TREE

The results of Fuzzy Fault Tree (FFT) analyses of various accidental scenarios, which involve the operators in potential exposures inside an High Dose Rate (HDR) remote after-loading systems for use in brachytherapy, are reported. To carry out fault tree analyses by means of fuzzy probabilities, the TREEZZY2 computer code is used. Moreover, the HEART (Human Error Assessment and Reduction Technique) model, properly modified on the basis of the fuzzy approach, has been employed to assess the impact of performanceshaping and error-promoting factors in the context of the accidental events. The assessment of potential dose values for some identified accidental scenarios allows to consider, for a particular event, a fuzzy uncertainty range in potential dose estimate. The availability of lower and upper limits allows evaluating the possibility of optimization of the installation from the point of view of radiation protection. The adequacy of the training and information program for staff and patients (and their family members) and the effectiveness of behavioural rules and safety procedures were tested. Some recommendations on procedures and equipment to reduce the risk of radiological exposure are also provided.

[1]  Francesco Castiglia,et al.  TREEZZY2, a Fuzzy Logic Computer Code for Fault Tree and Event Tree Analyses , 2004 .

[2]  Jack Valentin,et al.  The 2007 Recommendations of the International Commission on Radiological Protection. ICRP publication 103. , 2007, Annals of the ICRP.

[3]  B. Shleien,et al.  Handbook of health physics and radiological health , 1998 .

[4]  W. Yun,et al.  Fault tree analysis with fuzzy gates , 1997 .

[5]  W. Pedrycz Why triangular membership functions , 1994 .

[6]  J. Valentin Prevention of high-dose-rate brachytherapy accidents , 2005 .

[7]  Christian Kirisits,et al.  Estimation of doses to personnel and patients during endovascular brachytherapy applications. , 2004, Radiation protection dosimetry.

[8]  V. Venkat Raj,et al.  Uncertainty in fault tree analysis: A fuzzy approach , 1996, Fuzzy Sets Syst..

[9]  X George Xu Effective dose for patients undergoing coronary and femoral intravascular radiotherapy involving an HDR 192Ir source. , 2005, Radiation protection dosimetry.

[10]  R. Sievert,et al.  Book Reviews : Recommendations of the International Commission on Radiological Protection (as amended 1959 and revised 1962). I.C.R.P. Publication 6. 70 pp. PERGAMON PRESS. Oxford, London and New York, 1964. £1 5s. 0d. [TB/54] , 1964 .

[11]  Lotfi A. Zadeh,et al.  The concept of a linguistic variable and its application to approximate reasoning-III , 1975, Inf. Sci..

[12]  JAICRP 157p Prevention of Accidental Exposures to Patients Undergoing Radiation Therapy , 2000, Annals of the ICRP.

[13]  Jian-Bo Yang,et al.  Safety analysis and synthesis using fuzzy sets and evidential reasoning , 1995 .

[14]  Nelson F. F. Ebecken,et al.  FuzzyFTA: a fuzzy fault tree system for uncertainty analysis , 1999 .