228,836 research outputs found
Eikonal equations and pathwise solutions to fully non-linear SPDEs
We study the existence and uniqueness of the stochastic viscosity solutions
of fully nonlinear, possibly degenerate, second order stochastic pde with
quadratic Hamiltonians associated to a Riemannian geometry. The results are new
and extend the class of equations studied so far by the last two authors
Stochastic axial compressor variable geometry schedule optimisation
The design of axial compressors is dictated by the maximisation of flow
efficiency at on design conditions whereas at part speed the requirement for
operation stability prevails. Among other stability aids, compressor variable
geometry is employed to rise the surge line for the provision of an adequate
surge margin. The schedule of the variable vanes is in turn typically obtained
from expensive and time consuming rig tests that go through a vast combination
of possible settings. The present paper explores the suitability of stochastic
approaches to derive the most flow efficient schedule of an axial compressor for
a minimum variable user defined value of the surge margin. A genetic algorithm
has been purposely developed and its satisfactory performance validated against
four representative benchmark functions. The work carries on with the necessary
thorough investigation of the impact of the different genetic operators employed
on the ability of the algorithm to find the global extremities in an effective
and efficient manner. This deems fundamental to guarantee that the algorithm is
not trapped in local extremities. The algorithm is then coupled with a
compressor performance prediction tool that evaluates each individual's
performance through a user defined fitness function. The most flow efficient
schedule that conforms to a prescribed surge margin can be obtained thereby fast
and inexpensively. Results are produced for a modern eight stage high bypass
ratio compressor and compared with experimental data available to the research.
The study concludes with the analysis of the existent relationship between surge
margin and flow efficiency for the particular compressor under scrutiny. The
study concludes with the analysis of the existent relationship between surge
margin and flow efficiency for the particular compressor under scrutiny
Mean-Reverting Stochastic Processes, Evaluation of Forward Prices and Interest Rates
We consider mean-reverting stochastic processes and build self-consistent models for forward price dynamics and some applications in power industries. These models are built using the ideas and equations of stochastic differential geometry in order to close the system of equations for the forward prices and their volatility. Some analytical solutions are presented in the one factor case and for specific regular forward price/interest rates volatility. Those models will also play a role of initial conditions for a stochastic process describing forward price and interest rates volatility. Subsequently, the curved manifold of the internal space i.e. a discrete version of the bond term space (the space of bond maturing) is constructed. The dynamics of the point of this internal space that correspond to a portfolio of different bonds is studied. The analysis of the discount bond forward rate dynamics, for which we employed the Stratonovich approach, permitted us to calculate analytically the regular and the stochastic volatilities. We compare our results with those known from the literature.: Stochastic Differential Geometry, Mean-Reverting Stochastic Processes and Term Structure of Specific (Some) Economic/Finance Instruments
KV. Cohomology and some applications
Two versions of the KV-cohomology are presented and some algebraic and geometrical applications are given.
We will see some applications to stochastic manifold. As a
consequence, we can apply these ideas in Lorentzian geometry, in
particular in the theory of null hypersurfaces where it is defined a non
Levi-Civitta connection as an auxiliary tool, and so, there is a
stochastic structure.Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tech
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