artificial neural networks in renewable energy systems applications a review
Artificial Neural Networks Industrial and Control Engineering Applications Part 1 pdf
Ngày tải lên :
20/06/2014, 00:20
... M .A. A. Al-Assadi and Ahmad Azlan Mat Isa
Part 6
Chapter 17
Chapter 18
Chapter 19
Chapter 20
Chapter 21
Chapter 22
Review of Application of Artificial Neural Networks
in Textiles and Clothing ...
raw cotton involving a trained artificial neural network with a good classifying ability.
Trash from a raw cotton image can be characterized by a captured color by a color CCD
camera and acquire ... predictability
of the warp
breakage rate
from a sizing yarn
quality index
using a feed-
forward back-
propagation
network in an
artificial neural
network system
/
14 Artificial Neural...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 2 doc
Ngày tải lên :
20/06/2014, 00:20
... are available
Artificial Neural Networks - Industrial and Control Engineering Applications
44
Semnani & Vadood, 2009 applied the artificial neural network (ANN) to predict the
apparent ... pill's feature index, and finally assessing pilling grade by Kohonen self
Artificial Neural Networks - Industrial and Control Engineering Applications
42
organizing feature map neural network. ... Artificial Neural Networks - Industrial and Control Engineering Applications
52
strength irregularity, breaking elongation and breaking elongation irregularity as input
layer and warp breakage rates...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 3 doc
Ngày tải lên :
20/06/2014, 00:20
...
Canadian Space Agency
1
Canada
1. Introduction
Artificial Neural Networks (ANN) are used nowadays in a broad range of areas such as
pattern recognition, finances, data mining, battle scene analysis, ... of the fabrics.
In recent days, artificial neural networks (ANN) have shown a great assurance for modeling
non-linear processes. Rajamanickam et al., 1997 and Ramesh et al., 1995 used ANN to ...
reliable and accurate spectral data processing has become, in many cases, a bridging
mechanism between science and application. A particular example of how ANN can
transform plasma emission...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 4 pot
Ngày tải lên :
20/06/2014, 00:20
... Natural rock & mineral samples and their powder tablets counterparts.
1
st
ANN trainin
g
2
nd
ANN trainin
g
3
rd
ANN trainin
g
4
th
ANN trainin
g
5
th
ANN trainin
g
Randoml
y
initialized wei
g
hts ... convergence and accuracy. The
weights and biases obtained from this training are carried forward to the second training of
Artificial Neural Networks - Industrial and Control Engineering Applications ... of parameters: an analysis of generalization and
regularization in nonlinear learning systems, In: Advances in neural information
processing systems 4, Moody, J.E.; Hanson, S.J. & Lippmann,...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 5 pdf
Ngày tải lên :
20/06/2014, 00:20
... experimental data for both training data and
validation data are used as a means of showing the tensile strength model generalization.
Figure 5, indicates that the correlation coefficients of training ... accuracy (generalization) and
specified network architecture in Bayesian framework doesn’t need of test data to adjust its
Artificial Neural Networks - Industrial and Control Engineering Applications ... Standard Deviation
Table 3. Input parameter information
2.7 Calculation of the weights of individual input variable
Extracting effective information from a neural network model is not as easy...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 6 potx
Ngày tải lên :
20/06/2014, 00:20
... processing feature (a) Final thickness and manganese concentration, (b)
Finishing temperature and carbon concentration.
Artificial Neural Networks - Industrial and Control Engineering Applications ... 3.27
Table 2. Ranges of proximate and ultimate analyses of coal samples (as-received)
Artificial Neural Networks - Industrial and Control Engineering Applications
168
Botlani-Esfahani. M, ... Artificial Neural Networks - Industrial and Control Engineering Applications
182
Karacan, C.O. (2007). Development and application of reservoir models and artificial neural
networks...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 7 pptx
Ngày tải lên :
20/06/2014, 00:20
...
Bioprocess and Biosystems Engineering 22,( 4),
pp 363-367
Wongsapat Chokananporn, & Ampawan Tansakul (2008). Artificial Neural Network Model
for Estimating the Surface Area of Fresh Guava,
Asian ... transfer, and availability of water. ANN has the advantage
that it can make accurate forecast even when the process behavior is non linear and data is
unstructured. Since network training is fast, ... and Fermentation Technology
Madhukar Bhotmange and Pratima Shastri
Laxminarayan Institute of Technology, Rashtrasant Tukadoji Maharaj Nagpur University,
Nagpur 440033.
India
1. Introduction...
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Estimation of Proper Strain Rate in the CRSC Test Using a Artificial Neural Networks
Ngày tải lên :
22/03/2013, 15:01
... data collection phase involved gathering the data for use in
training and testing the neural network. A large training data reduces
the risk of under-sampling the nonlinear function, but increases ... the field data. In
particular, these differences are increase at the high strain rate range.
The reason is that ANN model has not a lot of database on the high
strain rate. To eliminate this ... research
The main factors on the preconsolidation pressure ratio are liquid index
and strain rate from various parametric studies
The ranges of strain rates obtained from ANN model were...
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ARTIFICIAL NEURAL NETWORKS – ARCHITECTURES AND APPLICATIONS doc
Ngày tải lên :
15/03/2014, 23:20
... Hadron
Collisions at LHC 183
Amr Radi and Samy K. Hindawi
Chapter 10 Applications of Artificial Neural Networks in Chemical
Problems 203
Vinícius Gonỗalves Maltarollo, Kỏthia Maria Honúrio and Albộrico
Borges ... Biologically Plausible Artificial Neural Networks 25
João Luís Garcia Rosa
Chapter 3 Weight Changes for Learning Mechanisms in Two-Term
Back-Propagation Network 53
Siti Mariyam Shamsuddin, Ashraf ... differential equations
(ODE) [16].
Artificial Neural Networks – Architectures and Applications3 6
6 Artificial Neural Networks
1.6. Back-propagation
Back-propagation (BP) is a supervised algorithm...
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Artificial Neural Networks - a Useful Tool in Air Pollution and Meteorological Modelling pdf
Ngày tải lên :
29/03/2014, 21:20
... measurements
are not always available. SO
2
air pollution was studied in detail (fourth chapter of this
article) in the Šoštanj area of Slovenia. In the Šoštanj basin SODAR measurements were
available ...
again divided into a randomly taken 10% test set for optimization and 90% for training.
For every station vector and scalar half hour average values and maximum values of wind
speed were available, ...
Artificial Neural Networks -
a Useful Tool in Air Pollution and
Meteorological Modelling
Primož Mlakar and Marija Zlata Božnar
MEIS environmental consulting d.o.o.
Slovenia
1. Introduction
Artificial...
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