artificial neural network applications in electrical engineering

... computing machines Training a large network using a sequential machine can be time-consuming Fortunately, training usually takes place off line, and the efficiency of training can be improved using ... preserving the quality of consolidation Ding et al [85] applied a neural network for predicting and controlling a leadscrew grinding process The neural network was a multilayer neural network trained ... for intrinsic causal relationships existing in complex planning and scheduling applications In order to solve such complex planning and scheduling problems, neural networks ought to be combined

Ngày tải lên: 17/12/2013, 06:15

... professor in the electrical engineering department of Southern Methodist University in Dallas, Texas. He joined the department of electrical and computer engineering at the University of Wisconsin in ... examines signal processing applications and systems that use neural network methods. This part contains chapters dealing with applications of artificial neural networks (ANNs) to speech processing, ... a dynamic neural network for optimal signal processing, blind signal separation and blind deconvolution, a neural network for principal component analysis, and applications of neural networks

Ngày tải lên: 27/06/2014, 02:20

... avoid over-training network Simulation of the samples 256 Artificial Neural Networks - Industrial and Control Engineering Applications indicate that artificial neural network built ... shown in Table 3 Fig 8 Actual structure of neural network 254 Artificial Neural Networks - Industrial and Control Engineering Applications Hidden... checking sample training ... transient... rate is also rising 2 48 Artificial Neural Networks - Industrial and Control Engineering Applications It adopts the training and emulating alternate work model to

Ngày tải lên: 20/06/2014, 00:20

... as single-layer linear networks are just as capable as multilayer linear networks. For every multilayer linear network, there is an equivalent single-layer linear network. 5.1 Single ADALINE ... seen in Fig. 10. Kalman Artificial Neural Networks - Industrial and Control Engineering Applications 276 approach has a suitable response in this case, but its error and overshoot in estimating ... t)+800 0.3 t 0.6 3 2 800sin( t+ )+20sin(3 t) 3 xx Bx x Cx x e Ve V ωω π ωω π ωω ⎧ ⎪ ⎪ ⎪ =≤≤ ⎨ ⎪ ⎪ = ⎪ ⎩ (48) Artificial Neural Networks - Industrial and Control Engineering Applications 272

Ngày tải lên: 20/06/2014, 00:20

... Processing, 2005, pp 411-416 332 Artificial Neural Networks - Industrial and Control Engineering Applications Sharkey, A J C (1999), Combining Artificial Neural Nets, ensemble and ... of engine exhaust pressure with predicted neural network signal 322 Artificial Neural Networks - Industrial and Control Engineering Applications Fig 15 Correlation of engine NOx ... are competing against each other The Applications of Artificial Neural Networks to Engines 331 Artificial neural networks can be a powerful tool for monitoring of engine operation

Ngày tải lên: 20/06/2014, 00:20

... 8 contain a set of 18 training and 18 testing samples in normalized form for HSS tool and Carbide tool respectively. Artificial Neural Networks - Industrial and Control Engineering Applications ... input by its weight, summing the Artificial Neural Networks - Industrial and Control Engineering Applications 342 product, and then processing the sum using a non-linear transfer function ... IMC is 362 Artificial Neural Networks - Industrial and Control Engineering Applications presented in [Rivera et al., 1986] IMC for nonlinear systems is introduced in [Economou

Ngày tải lên: 20/06/2014, 00:20

... [...]... Industry Applications, Vol 31(3), pp 612- 619 394 Artificial Neural Networks - Industrial and Control Engineering Applications Wlas M.; Krzeminski, Z.; Guzinski, J.; ... through the network using Eq. (12) to calculate the Artificial Neural Networks - Industrial and Control Engineering Applications 382 equivalent errors of the hidden neurons. The network weights ... output layer with a linear 388 Artificial Neural Networks - Industrial and Control Engineering Applications activation function) The network weights are initially randomised around

Ngày tải lên: 20/06/2014, 00:20

... IT Industry Promotion Agency)” (NIPA-2010-C1090-1031-00003) Artificial Neural Networks - Industrial and Control Engineering Applications 418 Fig. 18. Histogram of Prediction errors in ... of the LTM by sequentially engaging the novelty-sensitive orienting subsystem 438 Artificial Neural Networks - Industrial and Control Engineering Applications 5.7 ART2 system dynamics ... Systems Using Neural Networks IEEE transaction on Neural Networks, 1(1), 1990 [24] Magnus Norgaard, Neural Network Based System Identification Tool Box”, Version 2, 2000 420 Artificial Neural

Ngày tải lên: 20/06/2014, 00:20

... 478 Artificial Neural Networks - Industrial and Control Engineering Applications. .. Actuator Using Neural Networks With Fuzzy Capabilities, European Symposium on Artificial ... compared to each other after the training was finished for the X coordinate 474 Artificial Neural Networks - Industrial and Control Engineering Applications 1200 ... one hidden layer, In such a system, excitation is applied to the input layer of the network 466 Artificial Neural Networks - Industrial and Control Engineering Applications Fig

Ngày tải lên: 20/06/2014, 00:20

... measured data analysis, neural network training, model prediction performance analysis, neural network model changes and model verification Neural network model For utilizing a neural network model (NNM), ... Energy, Power Engineering and Ecology, Faculty of Mechanical Engineering and Naval Architecture, University of Zagreb, No Ivana Lucˇic´a, 10002 Zagreb, Croatia Institute of Power Engineering, Faculty ... used for NNM training Neural network training method Model boundaries Fuel supplied in the last 25 (kg) Air injected in the last 25 (m3) Time passed from the last fuel supply (min) Current syngas

Ngày tải lên: 01/08/2016, 09:32

... gasification can be considered in advanced applications in developed countries, and also for rural electrification in isolated installations or in developing countries In addition, it is the only ... equilibrium, kinetic and artificial neural networks According to Villanueva et al [1], equilibrium models are considered a good approach when simulating entrained-flow gasifiers in chemical process ... on artificial neural networks is that it does not require the mathematical description of the phenomena involved in the process, and might therefore prove useful in simulating and up-scaling

Ngày tải lên: 02/08/2016, 09:34

... response surface methodology on investigating flank wear in machining hardened steel using PVD TiN coated mixed ceramic insert International Journal of Industrial Engineering Computations, 4(4), 469-478 ... regression and artificial neural network models for surface roughness prediction with the cutting parameters in CNC turning Modelling and Simulation in Engineering, 2007(2), Noordin, M Y., Venkatesh, ... International Journal of Industrial Engineering Computations (2015) 229–240 Contents lists available at GrowingScience International Journal of Industrial Engineering Computations

Ngày tải lên: 14/05/2020, 22:03

... consisting of 122 samples During neural network training, the data set is divided into 80% data for training and 20% data for testing Data were standardized before training The neural network ... (trainbr) training algorithm: Trainbr is an ANN training function that allows updating weight and threshold values It minimizes the combination of squaring and weighting errors, and then determines ... ANN training algorithms From the data results Figure shows that in the case of identifying the load shedding strategy, the training method using the neural network with the Bayesian training algorithm

Ngày tải lên: 18/02/2023, 08:20

... Skimming/ scanning to answer comprehension questions 35 - Guessing the meaning of new words from context - Reading and making notes of the main points - Matching descriptions... Electrical Engineering ... English Group (2006) English for Electrical Engineering Hanoi Electric Power University - Glendinning, E.H (1980) English in Electrical Engineering and Electronics Oxford University ... information represented in a diagram - Finding synonyms and antonyms - Translating into Vietnamese and vice versa - Labeling a diagram using information from the text - Gap- filling - Combining

Ngày tải lên: 29/01/2014, 14:43

... 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,...

Ngày tải lên: 28/04/2014, 10:10

... 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 6 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...

Ngày tải lên: 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 24 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...

Ngày tải lên: 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 74 Tenacity in the machine direction Tenacity in the transverse direction Predicted...

Ngày tải lên: 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 hts & biases from the 1 st trainin g 1 st trainin g ... description of artificial neural network configuration Artificial Neural Networks - Industrial and Control Engineering Applications 120 , 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...

Ngày tải lên: 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 158 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 162 The depicting effect of mentioned factors and their interactions...

Ngày tải lên: 20/06/2014, 00:20