TY - CONF A1 - Kanzler, Daniel A1 - Müller, Christina A1 - Pitkänen, J. A1 - Ewert, Uwe T1 - Bayesian approach for the evaluation of the reliability of non-destructive testing methods: combination of data from artificial and real defects N2 - The Probability of Detection (POD) is used to evaluate the detectability of non-destructive testing (NDT) systems. The POD is highly dependent on the amount of available data. The Bayesian approach provides a solution to compute POD-curves in case of a small amount of real defects without losing the necessary information. The result contains the needed information for the computation of POD-curves for real defects with an acceptable amount of information, even for sparse amount of data. In this paper is shown limitations of the Bayesian approach and how it can be applied to NDT. The Bayesian approach is applied in this case to the evaluation of radiographic testing. Bayesian approach is applied to determine POD-curves for the inspection techniques of nuclear fuel disposal canisters. The reason for using Bayesian approach is the high safety demands and also the low amount of real defects due to the high quality of the reliable production techniques. T2 - 18th WCNDT - World conference on nondestructive testing CY - Durban, South Africa DA - 2012-04-16 KW - Reliability KW - Probability of Detection KW - Real defect testing KW - Bayesian statistics KW - Radiographic testing PY - 2012 SN - 978-0-620-52872-6 SP - 1 EP - 6 (Paper 196) AN - OPUS4-27582 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Müller, Christina A1 - Bertovic, Marija A1 - Kanzler, Daniel A1 - Ronneteg, U. T1 - Conclusions of the 6th European American workshop on reliability of NDE N2 - The principles of Open Space Technology (OST) were again applied to discuss burning issues in the field of NDE reliability. The results of the discussions among NDE professionals concerning new reliability methods, human factors and integrated solutions will be presented. T2 - 42nd Annual Review of Progress in Quantitative Nondestructive Evaluation CY - Minneapolis, Minnesota, USA DA - 26.07.20155 KW - NDT KW - Reliability KW - Probability of detection KW - Human factors KW - POD PY - 2016 SN - 978-0-7354-1353-5 U6 - https://doi.org/10.1063/1.4940452 SN - 0094-243X VL - 1706 SP - 020006-1 EP - 020006-9 PB - AIP Publishing AN - OPUS4-36637 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Müller, Christina A1 - Bertovic, Marija A1 - Pavlovic, Mato A1 - Kanzler, Daniel A1 - Rosenthal, Martina A1 - Pitkänen, J. A1 - Ronneteg, U. T1 - Progress in evaluating the reliability of NDE systems - paradigm shift N2 - The paper will give an overview of new methodology for evaluating the reliability of NDE systems accurately, reliably and efficiently in accordance with the specific requirements of industrial application. After a review of the substantive issues from the previous workshops, the go forward guidance from these interactions is considered. At the beginning of the reliability analysis, the actual safety demands have to be defined in order to fit the investigation to the level of risk when the component would fail. Next, all the essential influencing parameters need to be documented and transferred to an appropriate design of experiments (DOE) to determine the reliability in terms of a qualitative assessment for lower risk or in terms of a quantitative probability of detection (POD) or ROC (Receiver Operating Characteristics) curves for higher safety demands. A new paradigm is offered to consider the POD or reliability of the system as a function of the configuration of input variables and use it for optimisation rather than for a final judgement. An advantage for the end user is also to sample all single PODs to an integral 'Volume POD' of a part. Among the influencing parameters, the human factor is the most important one. A systematic psychological approach shall help to find out where the bottlenecks are but most importantly to provide best possible working conditions for the human inspectors. T2 - 8th International conference on NDE in relation to structural integrity for nuclear and pressurised components CY - Berlin, Germany DA - 2010-09-29 KW - Reliability KW - POD KW - ROC KW - Safety PY - 2010 SN - 978-3-940283-30-6 IS - DGZfP-BB 125 (Th.3.A.4) SP - 1 EP - 10 CY - Berlin AN - OPUS4-23923 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -