TY - JOUR
T1 - Issues in convergence improvement for non-linear finite element programs
AU - Esche, Sven K.
AU - Kinzel, Gary L.
AU - Altan, Taylan
PY - 1997
Y1 - 1997
N2 - Systems of non-linear equations as they arise when analysing various physical phenomena and technological processes by the implicit Finite Element Method (FEM) are commonly solved by the Newton-Raphson method. The modelling of sheet metal forming processes is one example of highly non-linear problems where the iterative solution procedure can become very slow or diverge. This paper focuses on techniques to overcome these numerical difficulties. Several methods to generate initial guesses within the radius of convergence are proposed. Appropriate stopping criteria for the iterative procedure are discussed. A combination of various line search methods with the continuation method is proposed. The efficiency and robustness of these numerical procedures are compared based on a set of test examples. A particular form of line search was identified which allows the stable and efficient solution of highly non-linear sheet metal forming problems. Even though the present investigations were motivated by the application of the implicit FEM to the simulation of sheet metal forming processes, the findings are general enough to be applicable to a wide spectrum of non-linear FEM applications.
AB - Systems of non-linear equations as they arise when analysing various physical phenomena and technological processes by the implicit Finite Element Method (FEM) are commonly solved by the Newton-Raphson method. The modelling of sheet metal forming processes is one example of highly non-linear problems where the iterative solution procedure can become very slow or diverge. This paper focuses on techniques to overcome these numerical difficulties. Several methods to generate initial guesses within the radius of convergence are proposed. Appropriate stopping criteria for the iterative procedure are discussed. A combination of various line search methods with the continuation method is proposed. The efficiency and robustness of these numerical procedures are compared based on a set of test examples. A particular form of line search was identified which allows the stable and efficient solution of highly non-linear sheet metal forming problems. Even though the present investigations were motivated by the application of the implicit FEM to the simulation of sheet metal forming processes, the findings are general enough to be applicable to a wide spectrum of non-linear FEM applications.
KW - Continuation method
KW - Convergence
KW - Initial guess generation
KW - Line search
KW - Non-linear FEM
KW - Non-linear equations
KW - Stopping criteria
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U2 - 10.1002/(SICI)1097-0207(19971230)40:24<4577::AID-NME273>3.0.CO;2-D
DO - 10.1002/(SICI)1097-0207(19971230)40:24<4577::AID-NME273>3.0.CO;2-D
M3 - Article
AN - SCOPUS:0031344762
SN - 0029-5981
VL - 40
SP - 4577
EP - 4594
JO - International Journal for Numerical Methods in Engineering
JF - International Journal for Numerical Methods in Engineering
IS - 24
ER -