Current status of uranium measurements and their related techniques at JAEA Ningyo-toge

Ishimori, Yuu  ; Yokoyama, Kaoru*; Hayakawa, Tomoya; Hata, Haruhi   ; Sakoda, Akihiro   ; Naganuma, Masaki

This paper gives an outline of the current status of uranium measurements and their related techniques at the Ningyo-toge Environmental Engineering Center of Japan Atomic Energy Agency. The JAWAS-N and the Q system have been adopted to evaluate uranium contents in the wastes. About 10 g or more of uranium in a 200 drum can be evaluated by these systems. The equivalent model developed to correct the evaluation results with Q system is not available to less than dozens of grams of uranium in a 200 L drum. The paper illustrates the advantage of use of the improved equivalent model which evaluates uranium content from full energy peak of 1001 keV and its Compton spectrum in order to correct the inhomogeneous distribution of uranium in measuring objects. The use of model achieved the limit of uranium quantitative determination under one tenth of those of previous evaluation methods. To determine U, it was demonstrated that the shielding factor, for evaluation of 1001 keV -ray is also possible to use for evaluation of 186 keV -ray. The measurement systems adopting the model have been introduced to other nuclear operators in Japan. In addition, it is also examined to use for clearance. As a related technique, feasibility studies on machine learning algorithms have been performed to classify the waste drums depending on their -ray spectrum.