Stochastic semi-implicit substep method for coupled depletion Monte-Carlo codes
•Conventional coupling methods in most MC-depletion codes can be numerically unstable.•Implicit methods are unconditionally stable but may have poor accuracy.•In cases with rapid changes in spectrum (Gd) the accuracy is further deteriorated.•A new sub-step method is proposed which substantially impr...
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Veröffentlicht in: | Annals of nuclear energy 2016-06, Vol.92, p.52-60 |
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description | •Conventional coupling methods in most MC-depletion codes can be numerically unstable.•Implicit methods are unconditionally stable but may have poor accuracy.•In cases with rapid changes in spectrum (Gd) the accuracy is further deteriorated.•A new sub-step method is proposed which substantially improves the accuracy.•Log-linear correlation between nuclide densities and reaction rates is assumed.
Coupled Monte Carlo burnup codes aim to evaluate the time evolution of different parameters, such as nuclide densities, for accurate modeling of the different reactor designs and associated fuel cycles. Recently a major deficiency in numerical stability of existing Monte Carlo coupling schemes was identified. Alternative, stable coupling schemes were derived, implemented and verified. These methods are iterative and rely on either the end- or middle-of-step (MOS) reaction rates to evaluate the end-of-step (EOS) nuclide densities. Here, we demonstrate that applying the EOS methods for realistic problems may lead to highly inaccurate results. Considerable improvement can be made by adopting MOS method but the accuracy may still be insufficient. The solution proposed in this work relies on the substep method that allows reducing the time discretization errors. The proposed and tested substep method also assumes that the reaction rates are linear functions of the logarithm of the nuclide densities. The method was implemented in BGCore code and subsequently used to perform a series of test case calculations. The results demonstrate that better accuracy and hence efficiency can be achieved with negligible additional computational burden. |
doi_str_mv | 10.1016/j.anucene.2016.01.022 |
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Coupled Monte Carlo burnup codes aim to evaluate the time evolution of different parameters, such as nuclide densities, for accurate modeling of the different reactor designs and associated fuel cycles. Recently a major deficiency in numerical stability of existing Monte Carlo coupling schemes was identified. Alternative, stable coupling schemes were derived, implemented and verified. These methods are iterative and rely on either the end- or middle-of-step (MOS) reaction rates to evaluate the end-of-step (EOS) nuclide densities. Here, we demonstrate that applying the EOS methods for realistic problems may lead to highly inaccurate results. Considerable improvement can be made by adopting MOS method but the accuracy may still be insufficient. The solution proposed in this work relies on the substep method that allows reducing the time discretization errors. The proposed and tested substep method also assumes that the reaction rates are linear functions of the logarithm of the nuclide densities. The method was implemented in BGCore code and subsequently used to perform a series of test case calculations. The results demonstrate that better accuracy and hence efficiency can be achieved with negligible additional computational burden.</description><identifier>ISSN: 0306-4549</identifier><identifier>EISSN: 1873-2100</identifier><identifier>DOI: 10.1016/j.anucene.2016.01.022</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Accuracy ; BGCore ; Computer simulation ; Coupling ; Density ; Depletion ; Implicit ; Joining ; Mathematical models ; Monte Carlo ; Monte Carlo methods ; Nuclides ; Substep</subject><ispartof>Annals of nuclear energy, 2016-06, Vol.92, p.52-60</ispartof><rights>2016 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c389t-6fb0a541f0d199a281bd7b4952a9376f5d12fd4ccda68275fbbcafc7fa4b59533</citedby><cites>FETCH-LOGICAL-c389t-6fb0a541f0d199a281bd7b4952a9376f5d12fd4ccda68275fbbcafc7fa4b59533</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.anucene.2016.01.022$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,45974</link.rule.ids></links><search><creatorcontrib>Kotlyar, D.</creatorcontrib><creatorcontrib>Shwageraus, E.</creatorcontrib><title>Stochastic semi-implicit substep method for coupled depletion Monte-Carlo codes</title><title>Annals of nuclear energy</title><description>•Conventional coupling methods in most MC-depletion codes can be numerically unstable.•Implicit methods are unconditionally stable but may have poor accuracy.•In cases with rapid changes in spectrum (Gd) the accuracy is further deteriorated.•A new sub-step method is proposed which substantially improves the accuracy.•Log-linear correlation between nuclide densities and reaction rates is assumed.
Coupled Monte Carlo burnup codes aim to evaluate the time evolution of different parameters, such as nuclide densities, for accurate modeling of the different reactor designs and associated fuel cycles. Recently a major deficiency in numerical stability of existing Monte Carlo coupling schemes was identified. Alternative, stable coupling schemes were derived, implemented and verified. These methods are iterative and rely on either the end- or middle-of-step (MOS) reaction rates to evaluate the end-of-step (EOS) nuclide densities. Here, we demonstrate that applying the EOS methods for realistic problems may lead to highly inaccurate results. Considerable improvement can be made by adopting MOS method but the accuracy may still be insufficient. The solution proposed in this work relies on the substep method that allows reducing the time discretization errors. The proposed and tested substep method also assumes that the reaction rates are linear functions of the logarithm of the nuclide densities. The method was implemented in BGCore code and subsequently used to perform a series of test case calculations. The results demonstrate that better accuracy and hence efficiency can be achieved with negligible additional computational burden.</description><subject>Accuracy</subject><subject>BGCore</subject><subject>Computer simulation</subject><subject>Coupling</subject><subject>Density</subject><subject>Depletion</subject><subject>Implicit</subject><subject>Joining</subject><subject>Mathematical models</subject><subject>Monte Carlo</subject><subject>Monte Carlo methods</subject><subject>Nuclides</subject><subject>Substep</subject><issn>0306-4549</issn><issn>1873-2100</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqFkEtLxDAUhYMoOD5-gtClm9abNOljJTL4AmUW6jqkyQ2ToW1qkgr-ezvM7F0dDvecA_cj5IZCQYFWd7tCjbPGEQu22AJoAYydkBVt6jJnFOCUrKCEKueCt-fkIsYdAGUN5yuy-Uheb1VMTmcRB5e7YeqddimLcxcTTtmAaetNZn3ItJ-nHk1mcJHk_Ji9-zFhvlah98vVYLwiZ1b1Ea-Pekm-nh4_1y_52-b5df3wluuyaVNe2Q6U4NSCoW2rWEM7U3e8FUy1ZV1ZYSizhmttVNWwWtiu08rq2ireiVaU5SW5PexOwX_PGJMcXNTY92pEP0dJG2igpi3nS1Qcojr4GANaOQU3qPArKcg9QLmTR4ByD1AClQvApXd_6OHyx4_DIKN2OGo0LqBO0nj3z8Ifu2Z9fQ</recordid><startdate>201606</startdate><enddate>201606</enddate><creator>Kotlyar, D.</creator><creator>Shwageraus, E.</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7SU</scope><scope>7TB</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>201606</creationdate><title>Stochastic semi-implicit substep method for coupled depletion Monte-Carlo codes</title><author>Kotlyar, D. ; Shwageraus, E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c389t-6fb0a541f0d199a281bd7b4952a9376f5d12fd4ccda68275fbbcafc7fa4b59533</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Accuracy</topic><topic>BGCore</topic><topic>Computer simulation</topic><topic>Coupling</topic><topic>Density</topic><topic>Depletion</topic><topic>Implicit</topic><topic>Joining</topic><topic>Mathematical models</topic><topic>Monte Carlo</topic><topic>Monte Carlo methods</topic><topic>Nuclides</topic><topic>Substep</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kotlyar, D.</creatorcontrib><creatorcontrib>Shwageraus, E.</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Environmental Engineering Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Annals of nuclear energy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kotlyar, D.</au><au>Shwageraus, E.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Stochastic semi-implicit substep method for coupled depletion Monte-Carlo codes</atitle><jtitle>Annals of nuclear energy</jtitle><date>2016-06</date><risdate>2016</risdate><volume>92</volume><spage>52</spage><epage>60</epage><pages>52-60</pages><issn>0306-4549</issn><eissn>1873-2100</eissn><abstract>•Conventional coupling methods in most MC-depletion codes can be numerically unstable.•Implicit methods are unconditionally stable but may have poor accuracy.•In cases with rapid changes in spectrum (Gd) the accuracy is further deteriorated.•A new sub-step method is proposed which substantially improves the accuracy.•Log-linear correlation between nuclide densities and reaction rates is assumed.
Coupled Monte Carlo burnup codes aim to evaluate the time evolution of different parameters, such as nuclide densities, for accurate modeling of the different reactor designs and associated fuel cycles. Recently a major deficiency in numerical stability of existing Monte Carlo coupling schemes was identified. Alternative, stable coupling schemes were derived, implemented and verified. These methods are iterative and rely on either the end- or middle-of-step (MOS) reaction rates to evaluate the end-of-step (EOS) nuclide densities. Here, we demonstrate that applying the EOS methods for realistic problems may lead to highly inaccurate results. Considerable improvement can be made by adopting MOS method but the accuracy may still be insufficient. The solution proposed in this work relies on the substep method that allows reducing the time discretization errors. The proposed and tested substep method also assumes that the reaction rates are linear functions of the logarithm of the nuclide densities. The method was implemented in BGCore code and subsequently used to perform a series of test case calculations. The results demonstrate that better accuracy and hence efficiency can be achieved with negligible additional computational burden.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.anucene.2016.01.022</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Accuracy BGCore Computer simulation Coupling Density Depletion Implicit Joining Mathematical models Monte Carlo Monte Carlo methods Nuclides Substep |
title | Stochastic semi-implicit substep method for coupled depletion Monte-Carlo codes |
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