Me751 Suggestions for Final Projects

munchsistersΤεχνίτη Νοημοσύνη και Ρομποτική

17 Οκτ 2013 (πριν από 3 χρόνια και 11 μήνες)

86 εμφανίσεις

Me751

Suggestions for Final Projects

Hamdis Ansari Ardeh






1)
Nonlinear
N
ormal
M
odes for
V
ibratory
S
ystems
under

H
armonic
E
xcitation

I propose the use of numerically constructed invariant manifolds to determine
the response
of
nonlinear vibratory system that are subjected to harmonic excitation. The approach is an extension of
nonlinear normal modes (NNM) for free vibration. A reduced order model for the forced system will be
provided by usual NNM procedure.
An e
fficient matc
hing
-
based algorithm for numerically constructing
attendant invariant manifolds will be
utilized
.

The approach will be tested for a) low degrees of freedom
nonlinear system (with mathematically known model) and then b) for a highly nonlinear continuous
sys
tem based on experimental or numerically generated results.


2)

Parallel

Machine Learning Toolbox

I propose

to implement

one

of mostly

used machine learning methods/algorithms
(such as
Neural Nets, Genetic Algorithm, Support Vector Machine …)

in
parallel using
gpu.

It can be a good start
for generating a parallel machine learning engine.