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DEVELOPMENT OF GREEN’S FUNCTION APPROACH CONSIDERING TEMPERATURE-DEPENDENT MATERIAL PROPERTIES AND ITS APPLICATION
About 40% of reactors in the world are being operated beyond design life or are approaching the end of their life cycle. During long-term operation, various degradation mechanisms occur. Fatigue caused by alternating operational stresses in terms of temperature or pressure change is an important dam...
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Published in: | Nuclear engineering and technology 2014, 46(1), , pp.101-108 |
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description | About 40% of reactors in the world are being operated beyond design life or are approaching the end of their life cycle. During long-term operation, various degradation mechanisms occur. Fatigue caused by alternating operational stresses in terms of temperature or pressure change is an important damage mechanism in continued operation of nuclear power plants. To monitor the fatigue damage of components, Fatigue Monitoring System (FMS) has been installed. Most FMSs have used Green's Function Approach (GFA) to calculate the thermal stresses rapidly. However, if temperature-dependent material properties are used in a detailed FEM, there is a maximum peak stress discrepancy between a conventional GFA and a detailed FEM because constant material properties are used in a conventional method. Therefore, if a conventional method is used in the fatigue evaluation, thermal stresses for various operating cycles may be calculated incorrectly and it may lead to an unreliable estimation. So, in this paper, the modified GFA which can consider temperature-dependent material properties is proposed by using an artificial neural network and weight factor. To verify the proposed method, thermal stresses by the new method are compared with those by FEM. Finally, pros and cons of the new method as well as technical findings from the assessment are discussed. |
doi_str_mv | 10.5516/NET.09.2013.055 |
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During long-term operation, various degradation mechanisms occur. Fatigue caused by alternating operational stresses in terms of temperature or pressure change is an important damage mechanism in continued operation of nuclear power plants. To monitor the fatigue damage of components, Fatigue Monitoring System (FMS) has been installed. Most FMSs have used Green's Function Approach (GFA) to calculate the thermal stresses rapidly. However, if temperature-dependent material properties are used in a detailed FEM, there is a maximum peak stress discrepancy between a conventional GFA and a detailed FEM because constant material properties are used in a conventional method. Therefore, if a conventional method is used in the fatigue evaluation, thermal stresses for various operating cycles may be calculated incorrectly and it may lead to an unreliable estimation. So, in this paper, the modified GFA which can consider temperature-dependent material properties is proposed by using an artificial neural network and weight factor. To verify the proposed method, thermal stresses by the new method are compared with those by FEM. 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During long-term operation, various degradation mechanisms occur. Fatigue caused by alternating operational stresses in terms of temperature or pressure change is an important damage mechanism in continued operation of nuclear power plants. To monitor the fatigue damage of components, Fatigue Monitoring System (FMS) has been installed. Most FMSs have used Green's Function Approach (GFA) to calculate the thermal stresses rapidly. However, if temperature-dependent material properties are used in a detailed FEM, there is a maximum peak stress discrepancy between a conventional GFA and a detailed FEM because constant material properties are used in a conventional method. Therefore, if a conventional method is used in the fatigue evaluation, thermal stresses for various operating cycles may be calculated incorrectly and it may lead to an unreliable estimation. So, in this paper, the modified GFA which can consider temperature-dependent material properties is proposed by using an artificial neural network and weight factor. To verify the proposed method, thermal stresses by the new method are compared with those by FEM. Finally, pros and cons of the new method as well as technical findings from the assessment are discussed.</description><subject>Fatigue Monitoring</subject><subject>Green's Function Approach</subject><subject>Temperature-dependent Material Properties</subject><subject>Thermal Stress Analysis</subject><subject>Weight Factor</subject><subject>원자력공학</subject><issn>1738-5733</issn><issn>2234-358X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNp1kctu2zAQRYWgBeKmXWfLZTZy-BApaSlItCNAlgSZLrojaD4CJWlUUEaB7vIb-b1-SSm76K6rAWbuPZiZG0W3CK4pRey-5WIN8zWGiKwhpVfRCmOSxIRm3z5EK5SSLKYpIdfRp3l-gpAlSQpX0aniX3nT9TveCtBtwHbgvP399r4Hm0NbirprQdH3Q1eUD6Ds2n1d8aFut0DwXc-HQhwGHle85221AHaFCOOiAcERxqLme1C0FajFfsE0dVksyM_RR6deZvvlb72JDhsuyoe46bZB0sQ6IegUU0cssznJMUshc8xprYgmlGXUQWgyYrR2R52k4eYjNganRCVBqJFR2LiE3ER3F-6rd_JZj3JS47k-TvLZyyIsKFPGaE6CtL5IzaSe5A8_flf-11l_bkz-USp_GvWLlUhhR1iaE4uPCaNO5VlmjFYI5hlUZGHdX1jaT_PsrfvHQ1AuWcmQlYS5XLKSIavgyC8OG77xc7Reznq0r9qa0Vt9CjuM__X-AVYMkXM</recordid><startdate>20140201</startdate><enddate>20140201</enddate><creator>KO, HAN-OK</creator><creator>JHUNG, MYUNG JO</creator><creator>CHOI, JAE-BOONG</creator><general>Elsevier B.V</general><general>Elsevier</general><general>한국원자력학회</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>DOA</scope><scope>ACYCR</scope></search><sort><creationdate>20140201</creationdate><title>DEVELOPMENT OF GREEN’S FUNCTION APPROACH CONSIDERING TEMPERATURE-DEPENDENT MATERIAL PROPERTIES AND ITS APPLICATION</title><author>KO, HAN-OK ; JHUNG, MYUNG JO ; CHOI, JAE-BOONG</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c431t-5f3e6e93926706f6fcca3c35685f00d83dccfbc47201b2dd273a406fc1da2df43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Fatigue Monitoring</topic><topic>Green's Function Approach</topic><topic>Temperature-dependent Material Properties</topic><topic>Thermal Stress Analysis</topic><topic>Weight Factor</topic><topic>원자력공학</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>KO, HAN-OK</creatorcontrib><creatorcontrib>JHUNG, MYUNG JO</creatorcontrib><creatorcontrib>CHOI, JAE-BOONG</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>DOAJ Directory of Open Access Journals</collection><collection>Korean Citation Index (Open Access)</collection><jtitle>Nuclear engineering and technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>KO, HAN-OK</au><au>JHUNG, MYUNG JO</au><au>CHOI, JAE-BOONG</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>DEVELOPMENT OF GREEN’S FUNCTION APPROACH CONSIDERING TEMPERATURE-DEPENDENT MATERIAL PROPERTIES AND ITS APPLICATION</atitle><jtitle>Nuclear engineering and technology</jtitle><date>2014-02-01</date><risdate>2014</risdate><volume>46</volume><issue>1</issue><spage>101</spage><epage>108</epage><pages>101-108</pages><issn>1738-5733</issn><eissn>2234-358X</eissn><abstract>About 40% of reactors in the world are being operated beyond design life or are approaching the end of their life cycle. During long-term operation, various degradation mechanisms occur. Fatigue caused by alternating operational stresses in terms of temperature or pressure change is an important damage mechanism in continued operation of nuclear power plants. To monitor the fatigue damage of components, Fatigue Monitoring System (FMS) has been installed. Most FMSs have used Green's Function Approach (GFA) to calculate the thermal stresses rapidly. However, if temperature-dependent material properties are used in a detailed FEM, there is a maximum peak stress discrepancy between a conventional GFA and a detailed FEM because constant material properties are used in a conventional method. Therefore, if a conventional method is used in the fatigue evaluation, thermal stresses for various operating cycles may be calculated incorrectly and it may lead to an unreliable estimation. So, in this paper, the modified GFA which can consider temperature-dependent material properties is proposed by using an artificial neural network and weight factor. To verify the proposed method, thermal stresses by the new method are compared with those by FEM. Finally, pros and cons of the new method as well as technical findings from the assessment are discussed.</abstract><pub>Elsevier B.V</pub><doi>10.5516/NET.09.2013.055</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Fatigue Monitoring Green's Function Approach Temperature-dependent Material Properties Thermal Stress Analysis Weight Factor 원자력공학 |
title | DEVELOPMENT OF GREEN’S FUNCTION APPROACH CONSIDERING TEMPERATURE-DEPENDENT MATERIAL PROPERTIES AND ITS APPLICATION |
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