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論文

Small-scale experiments on melt spreading and deposition via melt-jet impingement on a dry substrate; Evaluation of empirical correlations for deposition area of continuous layered debris

岩澤 譲; 柴本 泰照; 丸山 結

Nuclear Engineering and Design, 446(Part B), p.114599_1 - 114599_16, 2026/01

 被引用回数:0 パーセンタイル:0.00(Nuclear Science & Technology)

Continuous layered debris deposited due to the molten core (melt) spreading across the floor of a containment vessel can pose a serious threat to containment integrity during severe accidents in light water reactors. The present study conducted small-scale experiments to investigate melt spreading process and subsequent deposition of continuous layered debris via melt-jet impingement onto a floor. The small-scale experiments were conducted using a low-melting-point metal under dry conditions without coolant water. High-speed imaging and image processing techniques were employed to elucidate the influence of melt injection conditions on melt spreading and subsequent deposition of continuous layered debris. The use of larger nozzle sizes and more highly superheated melts enabled the expansion of the experimental database. Based on the experimental results, we identified appropriate correlations from those proposed in previous studies to estimate the debris deposition area and evaluated their predictive accuracies. These correlations were then applied to estimate the potential spreading area of the relocated melt under anticipated reactor-scale conditions. The analysis revealed that thermal effects, such as heat transfer to the floor, influence the potential spreading area, could be incorporated into the correlations for applications under the anticipated reactor-scale conditions.

論文

Development of importance measures reflecting the risk triplet in dynamic probabilistic risk assessment; The Concept and measures of risk importance

成川 隆文*; 高田 孝*; Zheng, X.; 玉置 等史; 柴本 泰照; 丸山 結; 高田 毅士

Journal of Nuclear Engineering (Internet), 6(4), p.49_1 - 49_14, 2025/12

Despite the advancements in dynamic probabilistic risk assessment methodologies that account for the dynamics of event progression, the development of risk importance measures for such methodologies remains a significant research challenge, particularly in terms of fully capturing the rich, multidimensional risk information provided by dynamic PRA. This study proposes novel risk importance measures from the perspective of the risk triplet: Timing-Based Worth (TBW), which captures the scenario occurrence timing (scenario diversity), Frequency-Based Worth (FBW), which reflects the likelihood of scenarios, and Consequence-Based Worth (CBW), which represents the consequences of scenarios. These three measures are formally defined, and a conceptual framework for integrated importance evaluation is presented to enable multidimensional assessment. As a preliminary demonstration, TBW and FBW are applied to a simplified reliability model using a dynamic PRA based on the continuous Markov chain Monte Carlo (CMMC) method to evaluate their interpretability and the coherence of the proposed conceptual framework. The results demonstrate that TBW and FBW enable a more comprehensive risk importance evaluation by capturing resilience effects and temporal diversity, alongside existing frequency-based evaluations. This advancement is expected to enhance the practical use of dynamic PRA outputs in risk-informed decision-making.

論文

Analysis of Mo isotopes originating from the reactor core of the Fukushima Daiichi Nuclear Power Station using extraction chromatographic separation and ICP-MS/MS measurement with an oxygen dynamic reaction

島田 亜佐子; 飯田 芳久; 丸山 結

ACS Omega (Internet), 10(46), p.56533 - 56538, 2025/11

Oxygen dynamic reactions with Zr, Mo, and Ru were elucidated to analyze Mo isotopes originating from the reactor core of the Fukushima Daiichi Nuclear Power Station. The main products were ZrO$$^{+}$$, MoO$$_{2}$$$$^{+}$$, and Ru$$^{+}$$, respectively. The measured Mo isotope ratio in a mixed solution containing 1 ng/mL each of Zr, Mo, and Ru, using ICP-MS/MS with 0.30 mL/min flow rate of oxygen reaction cell, agreed within 4 % with that of the Mo solution, indicating that MoO$$_{2}$$$$^{+}$$ was successfully separated from ZrO$$^{+}$$ and Ru$$^{+}$$. The developed method was applied to analysis of Mo isotopes in smear samples collected in reactor buildings at the Fukushima Daiichi Nuclear Power Station, following dissolution and extraction chromatographic separation. A clearly elevated high Mo/$$^{137}$$Cs ratio was observed in the smear sample collected on the 2nd floor of the fuel handling machine room on the operating floor in Unit 2. In contrast, the ratios for smear samples collected from other floors of the Unit 2 reactor building were comparable to the composition in the reactor core.

論文

Development of importance measures reflecting the risk triplet in dynamic probabilistic risk assessment; A Case study using MELCOR and RAPID

Zheng, X.; 玉置 等史; 柴本 泰照; 丸山 結; 高田 毅士; 成川 隆文*; 高田 孝*

Journal of Nuclear Engineering (Internet), 6(3), p.21_1 - 21_18, 2025/06

While traditional risk importance measures (RIMs) in probabilistic risk assessment (PRA) are effective for ranking safety-significant components, they often overlook critical aspects such as the timing of accident progression and consequences. Dynamic PRA offers a framework to quantify such risk information, but standardized approaches for estimating RIMs remain underdeveloped. This study addresses this gap by: (1) reviewing traditional RIMs and their regulatory applications, highlighting their limitations, while introducing newly proposed risk-triplet-based RIMs, consisting of timing-based worth (TBW), frequency-based worth (FBW), and consequence-based worth (CBW); (2) conducting a case study of Level 2 dynamic PRA using the JAEA's RAPID tool coupled with the severe accident code of MELCOR 2.2 to simulate a station blackout scenario in a boiling water reactor, generating probabilistically sampled sequences with quantified timing, frequency, and consequence of source term release; (3) demonstrating that TBW, FBW, and CBW provide differentiated insights into risk significance, enabling multidimensional prioritization of systems and mitigation strategies, for example, TBW quantifies the delay effect of mitigation systems and CBW evaluates consequence-mitigating potential. The study underscores the potential of dynamic PRA and risk-triplet-based RIMs to support risk-informed and performance-based regulatory decision-making, particularly in contexts where the timing and severity of accident consequences are critical.

論文

New insight on the thermal impact on cementitious materials due to high-temperature with water supply; Continuous expansive spalling in water

三浦 泰人*; 宮本 慎太郎*; 丸山 一平*; Aili, A.*; 佐藤 拓未; 永江 勇二; 五十嵐 豪*

Case Studies in Construction Materials, 21, p.e03571_1 - e03571_14, 2024/12

 被引用回数:0 パーセンタイル:0.00(Construction & Building Technology)

In this study, the expansion behavior of cement materials after high-temperature heating and water immersion was observed experimentally. Two experiments were conducted using mortar specimens with different sand-to-cement ratios subjected to different high-temperature histories up to 1000$$^{circ}$$C. In Case 1, the specimens were immersed in water after high-temperature heating and then cooled naturally; in Case 2, the specimens were immersed in water at high temperatures without the cooling process. Based on the results, it was confirmed that lime expansion due to the rehydration of CaO by heating occurred in Case 1. In contrast, dynamic continuous explosive spalling occurred in Case 2 because of water penetration into the specimen at a high temperature. The explosive spalling in water observed in Case 2 is a phenomenon that has not been reported to date. Possible failure mechanisms for lime expansion and continuous expansive spalling in water are suggested.

論文

確率論的リスク評価手法へのAI技術活用の最前線,3; 機械学習を活用した動的PRAと不確かさ評価手法の高度化

Zheng, X.; 玉置 等史; 柴本 泰照; 丸山 結

日本原子力学会誌ATOMO$$Sigma$$, 66(11), p.565 - 569, 2024/11

原子力安全の継続的な改善のためにはリスク情報と不確かさ情報を活用した合理的な意思決定が重要であり、近年ではこれを効率的に実施するために人工知能/機械学習(AI/ML)を活用することが期待されている。本報では、原子力分野におけるAI/MLの活用例を調査し、日本原子力研究開発機構が行うAI/MLを活用した動的確率論的リスク評価(PRA)と不確かさ評価・感度解析の研究状況を紹介する。具体的には、決定論的解析コードと機械学習による代替評価モデルを柔軟に共用できる多忠実シミュレーション手法を構築することで、ランダムサンプリングを用いた動的PRAとソースターム不確かさ評価・グローバル感度解析の効率的な実施を可能とした。

報告書

多層膜スーパーミラーを用いたWolter I型中性子磁気顕微鏡の光学設計

曽山 和彦; 林田 洋寿*; 丸山 龍治; 山崎 大; 後藤 惟樹*; 小林 勇輝*; 荒川 翔平*; 山本 有悟*; 須場 健太*; 山村 和也*

JAEA-Research 2024-006, 15 Pages, 2024/10

JAEA-Research-2024-006.pdf:1.51MB

磁性体中の磁場イメージングを目的として、Wolter I型光学系に多層膜スーパーミラーを適用した中性子磁気顕微鏡の光学設計を行った。拡大率12.5倍の拡大結像光学系について、軌跡シミュレーションコードを用いて、偏極中性子の磁性体試料によるdepolarizationの解析、レプリカ法で作製されるWolterミラーの形状精度が顕微鏡の空間分解能へ与える影響の検討を行った。その結果、マイクロメートルオーダーの空間分解能を得るために必要な形状精度に関する知見を得た。

論文

Development of risk importance measures for dynamic PRA based on risk triplet, 1; The Concept and measures of risk importance

成川 隆文*; 高田 孝*; Zheng, X.; 玉置 等史; 柴本 泰照; 丸山 結; 高田 毅士

Proceedings of Probabilistic Safety Assessment and Management & Asian Symposium on Risk Assessment and Management (PSAM17 & ASRAM2024) (Internet), 9 Pages, 2024/10

Despite the advancements in dynamic probabilistic risk assessment (PRA) methods that account for the dynamics of event progression, establishing risk importance measures for these methods remains a significant research challenge. This study proposes novel risk importance measures from the perspective of the risk triplet: Timing-Based Worth (TBW) for the timing of scenario occurrence (scenario diversity), Frequency-Based Worth (FBW) for the frequency (probability) of scenarios, and Consequence-Based Worth (CBW) for the consequences of scenarios. To assess the effectiveness of these measures, a static PRA using the event tree method and a dynamic PRA using the continuous Markov chain Monte Carlo (CMMC) method are performed on a simplified reliability model. The results indicate that the proposed measures facilitate a comprehensive risk importance evaluation, incorporating resilience effects (the time margin) and consequence mitigation, alongside traditional frequency-based evaluations. This advancement is anticipated to improve the utilization of risk information derived from dynamic PRA.

論文

Development of risk importance measures for dynamic PRA based on risk triplet, 2; Trial measurement of risk importance through dynamic level 2 PRA with RAPID

Zheng, X.; 玉置 等史; 柴本 泰照; 丸山 結; 高田 毅士; 成川 隆文*; 高田 孝*

Proceedings of Probabilistic Safety Assessment and Management & Asian Symposium on Risk Assessment and Management (PSAM17 & ASRAM2024) (Internet), 10 Pages, 2024/10

Traditional frequency-based risk importance measures (RIMs) have demonstrated its practicability in the nuclear regulation. The authors investigate the definitions of existing RIMs and associated applications in risk-informed nuclear regulations, for instance, the risk-informed categorization of structures, systems, and components (SSCs), risk-informed changes to technical specifications, etc. However, when evaluating mitigation effects of accident countermeasures, importance assessments involving consequence and timing has the potential of providing valuable information for decision making. By widely using numerical simulations of possible accident progressions, dynamic PRA enables a straightforward assessment of risk triplets. Recent advancements in the development of dynamic PRA tend to explicitly incorporate the dynamics of accident progression and failure events into risk assessment, and it allows a provision of more detailed risk information. The approach to appropriate estimation of risk importance within this framework has not been established, exposing a significant research challenge in the use of risk information for decision making in the nuclear industry. Possible accident sequences are sampled using RAPID by randomly branching, and risk triplets are quantified, including key quantities such as source term release amount and release timing to the environment, and the associated frequencies. Risk triplets are used to calculate the new RIMs to rank the importance of pivotal headings in the event tree model. As the exemplary results of the analysis, source term release amount and timing are largely influenced by the mode of containment failure and the termination timing of reactor coolant injection. As the conclusion, when issues such as timing or seriousness of consequence are important for judgement, dynamic PRA and the new RIMs is capable of supporting decision making by providing more detailed risk information.

論文

Analysis of ex-vessel debris coolability of boiling water reactors

松本 俊慶; 日引 俊*; 丸山 結

International Journal of Energy Research, 2024(1), p.9748588_1 - 9748588_18, 2024/08

 被引用回数:1 パーセンタイル:27.40(Energy & Fuels)

ウェットキャビティ戦略(格納容器内への事前注水方策)の有効性を評価するために、圧力容器から放出される溶融物条件の不確かさを考慮した確率論的な評価手法を構築した。第1段階では、MELCORコードにより溶融物条件を求めた。炉心溶融進展に関係する5つの不確かさパラメータが選択された。インプットパラメータのセットはラテン超方格サンプリングにより発生された。第2段階ではJASMINEコードにより溶融物挙動が解析された。JASMINE解析のパラメータの確率分布はMELCOR解析の結果から決定された。初期水位は0.5、1.0、2.0mに設定された。デブリの高さが冷却性判定のために基準と比較された。一連の計算の結果としてデブリの冷却確率が取得された。さらにMELCOR-JASMINEを組み合わせた解析手法の成立性と技術的な課題について議論された。

論文

A Focusing supermirror for time-of-flight grazing-incidence small-angle neutron scattering measurement

山崎 大; 丸山 龍治; 青木 裕之; 花島 隆泰*; 阿久津 和宏*; 宮田 登*; 曽山 和彦

Quantum Beam Science (Internet), 9(2), p.20_1 - 20_12, 2024/06

This study developed a neutron-beam focusing supermirror for grazing-incidence small-angle neutron scattering (GISANS) measurements. It was fabricated by depositing NiC/Ti supermirror film with ion-beam sputtering on a precise elliptic surface of fused quartz figured using the elastic emission machining technique. Neutron measurements at a pulsed neutron reflectometer BL17 of MLF, J-PARC successfully demonstrated that the focusing supermirror enhances a beam intensity twentyfold compared with an optimally collimated beam, achieving the signal-to-background ratio of the focal spot as high as 500. The mirror can be readily installed and used at BL17.

論文

Post-earthquake rapid resealing of bedrock flow-paths by concretion-forming resin

吉田 英一*; 山本 鋼志*; 淺原 良浩*; 丸山 一平*; 刈茅 孝一*; 齊藤 朱音*; 松井 裕哉; 望月 陽人; 城 まゆみ*; 勝田 長貴*; et al.

Communications Engineering (Internet), 3, p.67_1 - 67_10, 2024/05

地下空洞やボーリング孔のような母岩中の水みちの恒久的な閉塞は、例えば、地下を利用する二酸化炭素貯留や放射性廃棄物処分のような多くの地下利用における長期安全性やその効果の維持を確実にするため必要である。通常用いられるセメント系材料による閉塞では、化学的・物理的な性能低下により十分な恒久性を発揮しない可能性がある。天然のカルサイトのコンクリーションの形成に関する研究により、コンクリーション化剤を用いたより恒久的なシーリング技術が開発された。この技術は、地下研究施設の深度350mの坑道近傍に存在する水みちの閉塞のための原位置試験に適用された。その結果、水みちは短期間に急速に閉塞するとともに、地震(M5.4)による攪乱後も再閉塞していた。また、これにより、岩盤は初期の母岩相当まで透水性が低下しており、この方法による閉塞が恒久的でロバストであることが実証された。

論文

Microbiome analysis of the restricted bacteria in radioactive element-containing water at the Fukushima Daiichi Nuclear Power Station

藁科 友朗*; 佐藤 朝子*; 比内 浩; Shaikhutdinov, N.*; Shagimardanova, E.*; 森 宙史*; 玉木 聡志*; 斎藤 元文*; 眞田 幸尚; 佐々木 祥人; et al.

Applied and Environmental Microbiology, 90(4), p.e02113-23_1 - e02113-23_23, 2024/04

 被引用回数:1 パーセンタイル:16.06(Biotechnology & Applied Microbiology)

A major incident occurred at the Fukushima Daiichi Nuclear Power Station following the tsunami triggered by the Tohoku-Pacific Ocean Earthquake in March 2011, whereby seawater entered the torus room in the basement of the reactor building. Here, we identify and analyze the bacterial communities in the torus room water and several environmental samples. Samples of the torus room water (1 $$times$$ 10$$^{9}$$ Bq$$^{137}$$Cs/L) were collected by the Tokyo Electric Power Company Holdings from two sampling points between 30 cm and 1 m from the bottom of the room (TW1) and the bottom layer (TW2). A structural analysis of the bacterial communities based on 16S rRNA amplicon sequencing revealed that the predominant bacterial genera in TW1 and TW2 were similar. TW1 primarily contained the genus Limnobacter, a thiosulfate-oxidizing bacterium. $$gamma$$-Irradiation tests on Limnobacter thiooxidans, the most closely related phylogenetically found in TW1, indicated that its radiation resistance was similar to ordinary bacteria. TW2 predominantly contained the genus Brevirhabdus, a manganese- oxidizing bacterium. Although bacterial diversity in the torus room water was lower than seawater near Fukushima, $$sim$$70% of identified genera were associated with metal corrosion. Latent environment allocation - an analytical technique that estimates habitat distributions and co-detection analyses - revealed that the microbial communities in the torus room water originated from a distinct blend of natural marine microbial and artificial bacterial communities typical of biofilms, sludge, and wastewater. Understanding the specific bacteria linked to metal corrosion in damaged plants is important for advancing decommissioning efforts.

論文

Attempts to estimate the amount of contamination by Cs and Sr in cracked concrete considering realistic contamination conditions

山田 一夫*; 洞 秀幸*; 丸山 一平*; 粟飯原 はるか; 富田 さゆり*; 東條 安匡*; 渋谷 和俊*; 細川 佳史*; 五十嵐 豪*; 駒 義和

Proceedings of Waste Management Symposia 2024 (WM2024) (Internet), 7 Pages, 2024/03

Estimation of Cs and Sr contamination of concrete below the turbine pits after the Fukushima Daiichi NPP accident was carried out. Considerations were based on the type of cement and aggregate used, drying, carbonation and cracking of the concrete, and the contamination history, i.e. contact with contaminated water after a one-day immersion in seawater from the tsunami. The relationship between crack density and the amount of contaminated concrete was determined from the reproduction of crack density and the acquisition of apparent diffusion coefficients for cracked and uncracked areas from the immersion experiment with contamination history.

論文

超高真空材料プロセス研究のためのガス精密制御の自動化; 表面反応の放射光リアルタイム観察への応用

中村 孝史*; 山本 幸男*; 荒川 正和*; 丸山 晃生*; 吉越 章隆

産業応用工学会論文誌, 11(2), p.109 - 114, 2023/09

SPring-8のBL23SUに設置された表面化学実験ステーションは、放射光軟X線を使って様々な機能性材料の表面および界面の研究に利用されている。固体表面とガスとの化学反応の理解を進めるためには、ガスの精密流量制御が必須である。本論文では、超高真空(分子流領域)におけるガスと表面の反応の実験精度および再現性を改善するための自動ガス流量コンピュター制御システムを報告する。ガス圧力制御のために、スローリークバルブのフィードバック制御システムを開発した。開発したシステムによって、装置エキスパートの実験者と同等以上の反応実験が可能となった。

論文

OECD/NEA ARC-F Project; Summary of fission product transport

Lind, T.*; Kalilainen, J.*; Marchetto, C.*; Beck, S.*; 中村 康一*; 木野 千晶*; 丸山 結; 城戸 健太朗; Kim, S. I.*; Lee, Y.*; et al.

Proceedings of 20th International Topical Meeting on Nuclear Reactor Thermal Hydraulics (NURETH-20) (Internet), p.4796 - 4809, 2023/08

The OECD/NEA ARC-F project was established to investigate the accidents at Fukushima Daiichi nuclear power station with the aim of consolidating the observations for deeper understanding of the severe accident progression and the status of reactors and containment vessels. Additionally, the project formed an information sharing framework in reactor safety between Japan and international experts. In order to achieve these objectives, the project focused on three tasks: i) to refine analysis for accident scenarios and associated fission-product transport and dispersion, ii) to compile and manage data on the Fukushima Daiichi NPS accident, and iii) to discuss future long-term projects relevant to the Fukushima Daiichi NPS accident. The work was carried out by 22 partners from 12 countries. In the fission product group, ten organizations worked on five topics which were ranked with a high significance as open issues based on the BSAF project and were thereby selected for further investigations. The five fission product related topics were: i) fission product speciation, ii) iodine chemistry, iii) pool scrubbing, iv) fission product transport and behavior in the buildings, and v) uncertainty analysis and variant calculations. In this paper, the work carried out to investigate these five fission product release and transport topics of special interest in the ARC-F project will be described and summarized.

論文

Main outputs from the OECD/NEA ARC-F Project

丸山 結; 杉山 智之*; 島田 亜佐子; Lind, T.*; Bentaib, A.*; Sogalla, M.*; Pellegrini, M.*; Albright, L.*; Clayton, D.*

Proceedings of 20th International Topical Meeting on Nuclear Reactor Thermal Hydraulics (NURETH-20) (Internet), p.4782 - 4795, 2023/08

The Analysis of Information from Reactor Buildings and Containment Vessels of Fukushima Daiichi Nuclear Power Station (FDNPS) (ARC-F) project was initiated in January 2019 for three years with 22 signatories from 12 countries. Three main tasks were implemented in the ARC-F project, which were relevant to 1) refinement of analysis for accident scenarios and associated fission product (FP) transport and dispersion, 2) compilation and management of data and information, and 3) discussion for the next-phase project. Various activities were performed in Task 1, covering improvement of analysis for accident scenarios, and in-depth analyses for specific phenomena such as in-vessel melt progression, molten core/concrete interaction, FP transport and source term, hydrogen combustion and atmospheric dispersion of FPs. Through these studies, analyses for accident scenarios with severe accident codes were refined and important phenomena with large uncertainties were clarified. In order to share well selected and organized information from the FDNPS with the project partners, two databases, information source database and sample database, were built under Task 2. The analysis techniques including the separation of iodine species were developed also in Task 2 and applied to the analysis of FPs in several samples taken from the FDNPS. The next-phase project was discussed in Task 3, resulting in launching the Fukushima Daiichi Nuclear Power Station Information Collection and Evaluation (FACE) project. The FACE project officially started in July 2022 with the participation of 23 organizations from 12 countries and the European Commission.

論文

Estimation for mass transfer coefficient under two-phase flow conditions using two gas components

南上 光太郎; 塩津 弘之; 丸山 結; 杉山 智之; 岡本 孝司*

Journal of Nuclear Science and Technology, 60(7), p.816 - 823, 2023/07

 被引用回数:1 パーセンタイル:15.37(Nuclear Science & Technology)

For proper source term evaluation, we constructed the theoretical model to estimate the mass transfer coefficient of gaseous iodine species under two-phase flow conditions, which complicates the direct experimental measurements. The mass transfer speed is determined by the product of the overall mass transfer coefficient and the interfacial area. By using the ratio of two gas components, the interfacial area, which is an important parameter that is difficult to measure, can be canceled out and the ratio of their overall mass transfer coefficients can be obtained. This ratio is expected to be equal to the ratio of their diffusion coefficients. Therefore, the unknown mass transfer coefficient such as iodine species can be estimated using the diffusion coefficients of two gas components and the reference mass transfer coefficient such as O$$_{2}$$. We carried out the experiments using the bubble column to confirm this relationship. From the results in this study, we confirmed that the ratio of the overall mass transfer coefficient was in good agreement with the ratio of diffusion coefficient under the bubbly flow conditions. Using this relationship confirmed in this study, we estimated the mass transfer coefficient of I$$_{2}$$, one of the iodine species.

報告書

商用高温ガス炉使用済燃料の再処理廃棄物処分に関する研究

深谷 裕司; 丸山 貴大; 後藤 実; 大橋 弘史; 樋口 英明

JAEA-Research 2023-002, 19 Pages, 2023/06

JAEA-Research-2023-002.pdf:1.48MB

商用高温ガス炉使用済燃料の再処理に由来する廃棄物の処分に関する研究を行った。軽水炉の再処理と高温ガス炉の再処理では燃料の構造の違いによる大きな違いがあるため、軽水炉に対して制定された再処理の廃棄物処理に関する法律の高温ガス炉廃棄物への適用性を確認すべきである。そこで、技術の違いを比較するとともに、全炉心燃焼計算を用いて、黒鉛廃棄物の放射化量及び表面汚染による放射能濃度を評価することにより、再処理廃棄物について比較を行った。その結果、SiC残渣廃棄物は、特定放射性廃棄物の最終処分に関する法律(2000年法律第117号)の第二種特定放射性廃棄物として軽水炉のハル・エンドピースと同様に地層処分されるべきことが分かった。黒鉛廃棄物については、軽水炉のチャンネルボックスと同様に、核原料物質、核燃料物質及び原子炉の規制に関する法律(1957年法律第166号)の第二種廃棄物としてピット処分による浅地中処分されるべきことが分かった。

論文

Development of a robust nuclear data adjustment method to outliers

福井 悠平*; 遠藤 知弘*; 山本 章夫*; 丸山 修平

EPJ Web of Conferences, 281, p.00006_1 - 00006_9, 2023/03

外れ値を含む実験データの新しい核データ調整方法を開発した。本手法は感度係数を用いた従来の核データ調整法にロバスト推定の一種であるM推定を適用することで、外れ値の影響を軽減するものである。本論文では、M推定に基づいて重み付けされた核データ調整式を導出し、重み付けの計算方法を開発した。各実験データの重みは、核特性の測定値と計算値の差から計算される。この重みは特異値分解を用いて核特性間の相関を考慮することにより評価することができる。さらに、提案手法と従来手法を双子実験により比較検証した。双子実験では、核データは意図的に外れ値を含む実験データを使用した。結果、外れ値を含む実験データであっても核データがロバストかつ適切に調整されていることを確認した。

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