artificial neural network applications in electrical engineering
Tài liệu Neural Network Applications in Intelligent doc
Ngày tải lên :
17/12/2013, 06:15
... applications in intelligent manufacturing.
Neural Network Applications
in Intelligent Manufacturing
System Modeling
and Design
Process Modeling,
Planning and
Scheduling
Process Monitoring
and Control
Quality ... backpropagation
learning rule of neural networks,
Computers and Industrial Engineering,
20, 425, 1991.
40. Jamal, A. M. M., Neural networks and cellular manufacturing: The benefits of applying a neural
network ...
Computers and
Electrical Engineering,
19, 87, 1993.
48. Lee, Y. H., and Kim, S., Neural network applications for scheduling jobs on parallel machines,
Computers and Industrial Engineering,
...
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backpropagation artificial neural network in c++ - codeproject
Ngày tải lên :
28/04/2014, 10:10
...
The binary floating point file format is expedient when you have a large amount of data. The data is saved in a
separate file as a sequence of floating point numbers in binary format, using 4 ... backprop training are optional. You may use them for validation
and testing of your network, for input data normalization, and error limits during training process.
>ann1dn t network. nn data1_file ... layer:
ANNetwork::ANNetwork(const wchar_t *fname);
ANNetwork::ANNetwork(int layers_number, int *neurons_per_layer);
int nerons_per_layer[4] = {128, 64, 32, 10};
ANNetwork *ann = new ANNetwork(4,...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 1 pdf
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20/06/2014, 00:20
...
neural networks; the second volume contains artifi cial neural network applications in
industrial and control engineering.
This second volume begins with a part of artifi cial neural network applications ... application of ANN in textiles and clothing
industries will be addressed in last section.
Artificial Neural Networks - Industrial and Control Engineering Applications
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neural net produced ... pilling, finger marks, and others.
free online editions of InTech
Books and Journals can be found at
www.intechopen.com
Artificial Neural Networks - Industrial and Control Engineering Applications
Edited...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 2 doc
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20/06/2014, 00:20
... as the input units of the neural network. They used
a back propagation neural network by eight defect samples for off line training. The initial
learning rate was 0.1; keeping reducing to 0.01 ... beyond 3 mm, breaking strength, breaking
Artificial Neural Networks - Industrial and Control Engineering Applications
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Study Area No Title Author Journal Year Vol(No),pp. Findings Limitations ... results were obtained from the
generalized feed forward neural network algorithms. He examined the predictive power by
Artificial Neural Networks - Industrial and Control Engineering Applications...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 3 doc
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20/06/2014, 00:20
... percentage
Artificial Neural Networks - Industrial and Control Engineering Applications
88
Sao, K.P. & Jain, A. K. (1995). Mercerization and crimp formation in jute. Indian Journal ... of Intelligent Methods for Evaluating the
Apparent Quality of Knitted Fabrics. Engineering Applications of Artificial Intelligence,
Vol.23, pp. 217-221, ISSN 0952-1976
Artificial Neural Networks ... percentage compression by ANN model
Artificial Neural Networks - Industrial and Control Engineering Applications
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Tenacity in the machine direction Tenacity in the transverse direction
Predicted...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 4 pot
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20/06/2014, 00:20
... 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 & biases
Wei
g
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trainin
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... description of artificial neural network configuration
Artificial Neural Networks - Industrial and Control Engineering Applications
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, where x
i
is the input of node j of the input layer, ... step training; (b) – in the beginning of the 2
nd
step training; (c) – at the end of the training. On each screenshot: the menu on the left
defines training parameters; the graph in middle-top...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 5 pdf
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20/06/2014, 00:20
... 14.14GPa which is
corresponding to the sintering temperature of 1420°C and the holding time of 80min, while
Artificial Neural Networks - Industrial and Control Engineering Applications
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2.5 ... Neural Networks - Industrial and Control Engineering Applications
146
According to the BP neural network model, the number of hidden neurons is initially
chosen as 6, so the neural network ... algorithm in the optimization
of hot pressing parameters
Artificial Neural Networks - Industrial and Control Engineering Applications
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The depicting effect of mentioned factors and their interactions...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 6 potx
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20/06/2014, 00:20
... (as-received)
Artificial Neural Networks - Industrial and Control Engineering Applications
168
Botlani-Esfahani. M, Toroghinejad. M. R. and Abbasi. Sh. (2009b) Artificial Neural Network
Modeling the ... Precipitation in North Carolina. Water, Air, and Soil Pollution, 172,
167.
Artificial Neural Networks - Industrial and Control Engineering Applications
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for testing. For the training stage, ... Parameters of RSWS dynamic model
Artificial Neural Networks - Industrial and Control Engineering Applications
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Once the artificial neural network is trained, which means that all of the...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 7 pptx
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20/06/2014, 00:20
...
propagation error. Learning of the network was carried out using 9 data points from the
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networks is given by ... 150-158(9)
Part 3
Food Industry
Artificial Neural Networks - Industrial and Control Engineering Applications
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ANN was investigated, is given in Table 2. In regard to carcass classification ... iterative principle, which is similar to training of the
network.
2.1 Feed-forward neural network
Feed-forward neural network was the first type of ANN developed. In this network, the
information...
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Tài liệu Neural Network Applications ppt
Ngày tải lên :
17/12/2013, 06:15
... application of neural networks in computer aided design,
Artificial Intelligence in Engineering, 5(1), 9-22.
Currie, K.R., 1992, An intelligent grouping algorithm for cellular manufacturing, Comp. Ind. ... components for cellular manufacturing, keeping
a concurrent engineering framework in mind. It utilizes two middle layers, as shown in Figure 4.4.
The inputs for the network include design features of ... promise, in general, for reducing complexity in logistics, and for streamlining and
synergistic regrouping of many operations in the supply chain. This chapter provides a summary of
neural network applications...
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