Despite the continued rapid advance in computing speed and
memory the increase in the complexity of models used by engineers
persists in outpacing them. Even where there is access to the
latest hardware, simulations are often extremely computationally
intensive and time-consuming when full-blown models are under
consideration.
The need to reduce the computational cost involved when dealing
with high-order/many-degree-of-freedom models can be offset by
adroit computation. In this light, model-reduction methods have
become a major goal of simulation and modeling research. Model
reduction can also ameliorate problems in the correlation of widely
used finite-element analyses and test analysis models produced by
excessive system complexity.
Model Order Reduction Techniques explains and compares such
methods focusing mainly on recent work in dynamic condensation
techniques:
- Compares the effectiveness of static, exact, dynamic, SEREP
and iterative-dynamic condensation techniques in producing valid
reduced-order models;
- Shows how frequency shifting and the number of degrees of
freedom affect the desirability and accuracy of using dynamic
condensation;
- Answers the challenges involved in dealing with undamped and
non-classically damped models;
- Requires little more than first-engineering-degree mathematics
and highlights important points with instructive examples.
Academics working in research on structural dynamics, MEMS,
vibration, finite elements and other computational methods in
mechanical, aerospace and structural engineering will find Model
Order Reduction Techniques of great interest while it is also an
excellent resource for researchers working on commercial
finite-element-related software such as ANSYS and Nastran.
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