Shape optimization for 2-D mixed-mode fracture using Extended FEM (XFEM) and Level Set Method (LSM)
Weight and service life are often the two most important considerations in design of structural components. This research incorporates a novel crack propagation analysis technique into shape optimization framework to support design of 2-D structural components under mixed-mode fracture for: (1) maxi...
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Published in | Structural and multidisciplinary optimization Vol. 44; no. 2; pp. 165 - 181 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer-Verlag
01.08.2011
Springer Nature B.V |
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Abstract | Weight and service life are often the two most important considerations in design of structural components. This research incorporates a novel crack propagation analysis technique into shape optimization framework to support design of 2-D structural components under mixed-mode fracture for: (1) maximum service life, subject to an upper limit on volume, and (2) minimum weight subject to specified minimum service life. In both cases, structural performance measures are selected as constraints and CAD dimensions are employed as shape design variables. Fracture parameters, such as crack growth rate and crack growth direction are computed using extended finite element method (XFEM) and level set method (LSM). XFEM employs special enrichment functions to incorporate the discontinuity of structural responses caused by the crack surfaces and crack tip fields into finite element approximation. The LSM utilizes level set functions to track the crack during the crack propagation analysis. As a result, this method does not require highly refined mesh around the crack tip nor re-mesh to conform to the geometric shape of the crack when it propagates, which makes the method extremely attractive for crack propagation analysis. An accurate and efficient semi-analytical design sensitivity analysis (DSA) method is developed for calculating gradients of fracture parameters. Two different approaches—a batch-mode, gradient-based, nonlinear algorithm and an interactive what-if analysis—are used for optimization. An engine connecting rod example is used to demonstrate the feasibility of the proposed method. |
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AbstractList | Weight and service life are often the two most important considerations in design of structural components. This research incorporates a novel crack propagation analysis technique into shape optimization framework to support design of 2-D structural components under mixed-mode fracture for: (1) maximum service life, subject to an upper limit on volume, and (2) minimum weight subject to specified minimum service life. In both cases, structural performance measures are selected as constraints and CAD dimensions are employed as shape design variables. Fracture parameters, such as crack growth rate and crack growth direction are computed using extended finite element method (XFEM) and level set method (LSM). XFEM employs special enrichment functions to incorporate the discontinuity of structural responses caused by the crack surfaces and crack tip fields into finite element approximation. The LSM utilizes level set functions to track the crack during the crack propagation analysis. As a result, this method does not require highly refined mesh around the crack tip nor re-mesh to conform to the geometric shape of the crack when it propagates, which makes the method extremely attractive for crack propagation analysis. An accurate and efficient semi-analytical design sensitivity analysis (DSA) method is developed for calculating gradients of fracture parameters. Two different approaches—a batch-mode, gradient-based, nonlinear algorithm and an interactive what-if analysis—are used for optimization. An engine connecting rod example is used to demonstrate the feasibility of the proposed method. |
Author | Edke, Mangesh S. Chang, Kuang-Hua |
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CitedBy_id | crossref_primary_10_1007_s00158_016_1623_y crossref_primary_10_1007_s00158_017_1767_4 crossref_primary_10_1016_j_advengsoft_2021_102992 crossref_primary_10_1016_j_compstruc_2016_12_008 crossref_primary_10_1007_s00158_016_1450_1 crossref_primary_10_1080_21650373_2024_2347594 |
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References | HanSYLimJKShape optimization for prolonging fatigue lifeJSME Int J Ser200245229830410.1299/jsmea.45.298 DhondtG3-D mixed-mode K-calculations with the interaction integral method and the quarter point element stress methodCommun Numer Methods Eng2001173033071029.7404510.1002/cnm.407 ErdoganFSihGCOn the crack extension in plates under plane loading and transverse shearJ Basic Eng196385519527 YauJFWangSSCortenHTA mixed-mode crack analysis of isotropic solids using conservation laws of elasticityJ Appl Mech1980473353410463.7310310.1115/1.3153665 BuchholzFGGrebnerHDreyerKHKromeH2D and 3D applications of the improved and generalized modified crack closure integral methodComput Mech19881114 BelytschkoTBlackTElastic crack growth in finite elements with minimal remeshingInt J Numer Methods Eng199945560162016657540943.7406110.1002/(SICI)1097-0207(19990620)45:5<601::AID-NME598>3.0.CO;2-S StolarskaMChoppDLMoesNBelytschkoTModeling crack growth by level sets and the extended finite element methodInt J Numer Methods Eng20015189439601022.7404910.1002/nme.201 JonesRChaperonPHellerMStructural optimisation with fracture strength constraintsEng Fract Mech2002691403142310.1016/S0013-7944(02)00006-1 BabuskaIMelenkJMThe partition of unity methodInt Numer Methods Eng19974072775814295340949.6511710.1002/(SICI)1097-0207(19970228)40:4<727::AID-NME86>3.0.CO;2-N ChangKHShape sensitivity analysis and design studies for CAD flume sectionsStruct Multidisc Optim20093719110610.1007/s00158-007-0219-y ChoiKKChangKHA study on velocity field computation for shape design optimizationJ Finite Elem Anal Des1994153173410801.7306710.1016/0168-874X(94)90025-6 BanichukNVIvanovaSYMakeevEVSinitsinAVOptimal shape design of axisymmetric shells for crack initiation and propagation under cyclic loadingMech Des Struct Mach200533225326910.1081/SME-2000118709 HaftkaRTGürdalZElements of structural optimization1991NorwellKluwer RiceJRA path independent integral and the approximate analysis of strain concentration by notches and cracksJ Appl Mech196835379386 ChenGRahmanSParkYHShape sensitivity analysis in mixed-mode fracture mechanicsComput Mech20012742822911068.7459610.1007/s004660100238 MoesNGravouilABelytschkoTNon-planar 3D crack growth by the extended finite element and level sets. Part I: mechanical modelInt J Numer Methods Eng20025311254925681169.7462110.1002/nme.429 AndersonTLFracture mechanics: fundamentals and applications1985Boca RatonCRC Bordas S (2003) Extended finite element and level set methods with applications to growth of cracks and biofilms. Ph.D. thesis, Northwestern University, Evanston deLorenziHGEnergy release rate calculations by the finite element methodEng Fract Mech19852112914310.1016/0013-7944(85)90060-8 Dolbow J (1999) An extended finite element method with discontinuous enrichment for applied mechanics. Ph.D. thesis, Northwestern University, Evanston Vanderplaats Research and Development, Inc.DOT user’s manual. Version 5.x2001Colorado SpringsVanderplaats R&D ParisPCGomezMPAndersonWPA rational analytic theory of fatigueTrend Eng196113914 EdkeMSChangKHShape sensitivity analysis for 2D mixed mode fractures using Extended FEM (XFEM) and Level Set Method (LSM)Mech Des Struct Mach201038332834710.1080/15397731003744579 HaugJEChoiKKKomkovVDesign sensitivity analysis of structural systemsMath in science and engineering, vol 1771986OrlandoAcademic FG Buchholz (616_CR6) 1988; 1 G Dhondt (616_CR11) 2001; 17 PC Paris (616_CR21) 1961; 13 JR Rice (616_CR22) 1968; 35 TL Anderson (616_CR1) 1985 R Jones (616_CR18) 2002; 69 616_CR12 SY Han (616_CR16) 2002; 45 RT Haftka (616_CR15) 1991 MS Edke (616_CR13) 2010; 38 HG deLorenzi (616_CR10) 1985; 21 KH Chang (616_CR7) 2009; 37 G Chen (616_CR8) 2001; 27 JF Yau (616_CR25) 1980; 47 N Moes (616_CR20) 2002; 53 M Stolarska (616_CR23) 2001; 51 T Belytschko (616_CR4) 1999; 45 NV Banichuk (616_CR3) 2005; 33 616_CR5 F Erdogan (616_CR14) 1963; 85 Vanderplaats Research and Development, Inc. (616_CR24) 2001 KK Choi (616_CR9) 1994; 15 JE Haug (616_CR17) 1986 I Babuska (616_CR2) 1997; 40 |
References_xml | – reference: Vanderplaats Research and Development, Inc.DOT user’s manual. Version 5.x2001Colorado SpringsVanderplaats R&D – reference: BelytschkoTBlackTElastic crack growth in finite elements with minimal remeshingInt J Numer Methods Eng199945560162016657540943.7406110.1002/(SICI)1097-0207(19990620)45:5<601::AID-NME598>3.0.CO;2-S – reference: HaftkaRTGürdalZElements of structural optimization1991NorwellKluwer – reference: Bordas S (2003) Extended finite element and level set methods with applications to growth of cracks and biofilms. Ph.D. thesis, Northwestern University, Evanston – reference: ErdoganFSihGCOn the crack extension in plates under plane loading and transverse shearJ Basic Eng196385519527 – reference: ChenGRahmanSParkYHShape sensitivity analysis in mixed-mode fracture mechanicsComput Mech20012742822911068.7459610.1007/s004660100238 – reference: RiceJRA path independent integral and the approximate analysis of strain concentration by notches and cracksJ Appl Mech196835379386 – reference: Dolbow J (1999) An extended finite element method with discontinuous enrichment for applied mechanics. Ph.D. thesis, Northwestern University, Evanston – reference: ChoiKKChangKHA study on velocity field computation for shape design optimizationJ Finite Elem Anal Des1994153173410801.7306710.1016/0168-874X(94)90025-6 – reference: AndersonTLFracture mechanics: fundamentals and applications1985Boca RatonCRC – reference: DhondtG3-D mixed-mode K-calculations with the interaction integral method and the quarter point element stress methodCommun Numer Methods Eng2001173033071029.7404510.1002/cnm.407 – reference: StolarskaMChoppDLMoesNBelytschkoTModeling crack growth by level sets and the extended finite element methodInt J Numer Methods Eng20015189439601022.7404910.1002/nme.201 – reference: HanSYLimJKShape optimization for prolonging fatigue lifeJSME Int J Ser200245229830410.1299/jsmea.45.298 – reference: BuchholzFGGrebnerHDreyerKHKromeH2D and 3D applications of the improved and generalized modified crack closure integral methodComput Mech19881114 – reference: ParisPCGomezMPAndersonWPA rational analytic theory of fatigueTrend Eng196113914 – reference: BabuskaIMelenkJMThe partition of unity methodInt Numer Methods Eng19974072775814295340949.6511710.1002/(SICI)1097-0207(19970228)40:4<727::AID-NME86>3.0.CO;2-N – reference: HaugJEChoiKKKomkovVDesign sensitivity analysis of structural systemsMath in science and engineering, vol 1771986OrlandoAcademic – reference: deLorenziHGEnergy release rate calculations by the finite element methodEng Fract Mech19852112914310.1016/0013-7944(85)90060-8 – reference: EdkeMSChangKHShape sensitivity analysis for 2D mixed mode fractures using Extended FEM (XFEM) and Level Set Method (LSM)Mech Des Struct Mach201038332834710.1080/15397731003744579 – reference: ChangKHShape sensitivity analysis and design studies for CAD flume sectionsStruct Multidisc Optim20093719110610.1007/s00158-007-0219-y – reference: MoesNGravouilABelytschkoTNon-planar 3D crack growth by the extended finite element and level sets. Part I: mechanical modelInt J Numer Methods Eng20025311254925681169.7462110.1002/nme.429 – reference: BanichukNVIvanovaSYMakeevEVSinitsinAVOptimal shape design of axisymmetric shells for crack initiation and propagation under cyclic loadingMech Des Struct Mach200533225326910.1081/SME-2000118709 – reference: JonesRChaperonPHellerMStructural optimisation with fracture strength constraintsEng Fract Mech2002691403142310.1016/S0013-7944(02)00006-1 – reference: YauJFWangSSCortenHTA mixed-mode crack analysis of isotropic solids using conservation laws of elasticityJ Appl Mech1980473353410463.7310310.1115/1.3153665 – volume: 40 start-page: 727 year: 1997 ident: 616_CR2 publication-title: Int Numer Methods Eng doi: 10.1002/(SICI)1097-0207(19970228)40:4<727::AID-NME86>3.0.CO;2-N – volume: 15 start-page: 317 year: 1994 ident: 616_CR9 publication-title: J Finite Elem Anal Des doi: 10.1016/0168-874X(94)90025-6 – volume: 38 start-page: 328 issue: 3 year: 2010 ident: 616_CR13 publication-title: Mech Des Struct Mach doi: 10.1080/15397731003744579 – volume: 47 start-page: 335 year: 1980 ident: 616_CR25 publication-title: J Appl Mech doi: 10.1115/1.3153665 – volume: 27 start-page: 282 issue: 4 year: 2001 ident: 616_CR8 publication-title: Comput Mech doi: 10.1007/s004660100238 – volume: 17 start-page: 303 year: 2001 ident: 616_CR11 publication-title: Commun Numer Methods Eng doi: 10.1002/cnm.407 – volume: 13 start-page: 9 year: 1961 ident: 616_CR21 publication-title: Trend Eng – volume: 37 start-page: 91 issue: 1 year: 2009 ident: 616_CR7 publication-title: Struct Multidisc Optim doi: 10.1007/s00158-007-0219-y – volume-title: Math in science and engineering, vol 177 year: 1986 ident: 616_CR17 – volume: 21 start-page: 129 year: 1985 ident: 616_CR10 publication-title: Eng Fract Mech doi: 10.1016/0013-7944(85)90060-8 – volume: 1 start-page: 1 year: 1988 ident: 616_CR6 publication-title: Comput Mech doi: 10.1007/978-94-009-1385-1_1 – volume: 45 start-page: 601 issue: 5 year: 1999 ident: 616_CR4 publication-title: Int J Numer Methods Eng doi: 10.1002/(SICI)1097-0207(19990620)45:5<601::AID-NME598>3.0.CO;2-S – ident: 616_CR5 – volume: 85 start-page: 519 year: 1963 ident: 616_CR14 publication-title: J Basic Eng doi: 10.1115/1.3656897 – volume: 51 start-page: 943 issue: 8 year: 2001 ident: 616_CR23 publication-title: Int J Numer Methods Eng doi: 10.1002/nme.201 – volume: 53 start-page: 2549 issue: 11 year: 2002 ident: 616_CR20 publication-title: Int J Numer Methods Eng doi: 10.1002/nme.429 – volume: 35 start-page: 379 year: 1968 ident: 616_CR22 publication-title: J Appl Mech doi: 10.1115/1.3601206 – ident: 616_CR12 – volume: 33 start-page: 253 issue: 2 year: 2005 ident: 616_CR3 publication-title: Mech Des Struct Mach doi: 10.1081/SME-2000118709 – volume-title: Fracture mechanics: fundamentals and applications year: 1985 ident: 616_CR1 – volume-title: Elements of structural optimization year: 1991 ident: 616_CR15 – volume: 45 start-page: 298 issue: 2 year: 2002 ident: 616_CR16 publication-title: JSME Int J Ser doi: 10.1299/jsmea.45.298 – volume: 69 start-page: 1403 year: 2002 ident: 616_CR18 publication-title: Eng Fract Mech doi: 10.1016/S0013-7944(02)00006-1 – volume-title: DOT user’s manual. 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SubjectTerms | Algorithms Computational Mathematics and Numerical Analysis Connecting rods Crack propagation Crack tips Design optimization Design parameters Engineering Engineering Design Finite element method Minimum weight Propagation Research Paper Sensitivity analysis Service life Shape optimization Theoretical and Applied Mechanics |
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Title | Shape optimization for 2-D mixed-mode fracture using Extended FEM (XFEM) and Level Set Method (LSM) |
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