15-01-2013, 04:45 PM
The future perspectives of applications of artificial neural networks'''
The future perspectives of applications.ppt (Size: 942 KB / Downloads: 17)
What you must know!
There are examples of many other ANN applications: condition monitoring, fault diagnosis, industrial control, medical and diagnostic systems; image processing, adaptive filtration and recognition; smart machine and computer vision, authentification systems, environmental monitoring, power electronics and drives, high voltage systems, electronic noses, engine control and vehicle applications, "smart Landers", searching of specific attributes and elimination of noise in complex electrical signals, engine control, tracking system of a state of equipment, intelligent flight control system, solving of adaptive nonlinear filtering of aircraft movement parameters for processing the radar-tracking information at a knot, detection and support of movement trajectories, control scheme for industrial hard-coal combustion process in a power plant, accurate determination of an unmanned underwater vehicle's hydrodynamic parameters, self-sufficiency (autonomy) of space vehicle flight in conditions of supernumerary situations, for diagnostics of petroleum, for determination of a velocity profile of a fluid flow in cross-section of the pipe line with the help of a ultrasonic method, for segmentation of the complex images.
The goal
The goal of the seminar is:
Share an experience
Discuss recent and future ANN application in socio economic areas
And of course - Learn how ANN can be applied to your data (if you have it)
Data Base
You know there are three ways for creation Data Base:
Real experiment
Numeral experiment
Analytical Solution
Item 2 and 3 may not be used directly because math equations do not reflect a real life, because there are too many variables that reflect a real life.
Data Analysis
What is the best way for analysis of real experimental data you know!
It is Artificial Intelligence (Knowledge Discovery Data Base, Data Mining, Artificial Neural Networks)