Neural network approach for sensor fault detection and accommodation

... MLP based approach for sensor fault detection and accommodation 11 2.1 Fault tolerant control using neural network 11 2.2 MLP based sensor fault detection and accommodation ... Chapter Elman based approach for sensor fault detection and accommodation In the previous chapter, a MLP based fault accommodation approach failed to compensate for a...

Ngày tải lên: 26/11/2015, 22:57

... INeuronStrategy, called BackPropNeuronStrategy (for a backward propagation neural network) A Neural Network is initialized and connections betweens layers are made by a neural network factory A Factory ... BrainNet library Understanding Neural Networks One fascinating thing about artificial neural networks is that, they are mainly inspired by the human brain This d...

Ngày tải lên: 28/04/2014, 10:10

... trajectory and the associated motor command (torque) can be determined simultaneously That is, the three problems of trajectory formation, coordinates transformation and generation of motor command ... coordinates, (2) transformation of trajectory from visual coordi- nates to body coordinates and (3) generation of motor command Based on physiological information and previous models,...

Ngày tải lên: 28/04/2014, 10:16

... 0.157 data in order to compare the robustness of the proposed pairwise and multiclass recognition systems The performances of the pairwise and multiclass recognition systems over different noise levels ... Performances of the pairwise and multiclass recognition systems versus the numbers of samples per subject Solid lines and bars are the mean and 2σ inte...

Ngày tải lên: 22/06/2014, 19:20

... Comparative study of MPCA performance – TEP study 85 3.13 Comparative study of MPCA performance – industrial case study 86 xi Chapter Fault detection approaches – An overview 1.1 Fault ... usually characterized by a number of variables and parameters, a fault can also be defined to be any departure from an acceptable range of observed process variables and/ or par...

Ngày tải lên: 26/11/2015, 12:56

... power the system for pumping or turbine the flow between reservoirs, and to sell surplus energy [6] An example of a hybrid energy network, integrated in water supply system is drinking system composed ... of the electricity supply infrastructure [1] The concern with the consumption of energy in water supply systems is increasingly inducing the managers of these sy...

Ngày tải lên: 05/09/2013, 14:58

... 12.7 Introduction Manufacturing Process Monitoring and Control Neural Network- Based Monitoring Quality Monitoring Applications Neural Network- Based Control Process Control Applications Conclusions ... with monitoring and control of manufacturing processes but confine ourselves only to product quality monitoring and control problems Furthermore, we wi...

Ngày tải lên: 25/12/2013, 19:15

... (Section 2.5) was used for evolving the MLP for the forecasting problem (Fig 3) The starting populations were initialised with the random set of MLP models (see the encoding in the Section 2.4) and ... adequate information for achieving the performance described in the results Results 3.2 Validation statistics 3.1 Evolved MLP models The validation statistics is pre...

Ngày tải lên: 17/02/2014, 22:20

... CatD (10 ng) Values are mean ± SD, n ¼ (Insertion: 10 ng CatE and CatD and ng antigenic peptide were incubated on an ELISA plate CatE and CatD antibodies were used for the detection at dilutions ... ⁄ well) Monospesific antibodies were preincubated with different concentrations of CatE or CatD, before standard ELISA ELISA was performed as described in Experimental procedures The incr...

Ngày tải lên: 07/03/2014, 09:20

... damage estimate rate Conclusion and Future Work In this paper we propose a novel approach to simultaneously document summarization and keyword extraction for single documents by fusing the sentence-to-sentence, ... 2004, 2005) and LexPageRank (ErKan and Radev, 2004) 553 have been proposed for document summarization Similar to Kleinberg’s HITS algorithm (Kleinberg, 1999...

Ngày tải lên: 17/03/2014, 04:20

... Guidelines for the early detection and screening of breast cancer The Regional Office has been proactive in the development, implementation and assessment of regional guidelines for the early detection ... and examine it with the other hand, again first from above and then from below 30 Guidelines for the early detection and screening...

Ngày tải lên: 28/03/2014, 23:20

... global analysis and structural analysis As an example of the first category, we find techniques such as template matching, moment invariant, mathematical transforms (Fourier, Walsh, Hadamard, ... degree of correlation between a feature’s template and the input image A value of indicates that a feature template did not match the digit image; a value of indicates a complete ma...

Ngày tải lên: 28/04/2014, 10:10

... coordinatetransformation problem and proposed an iterative control learning algorithm Our research dealt with a sensory-motor transformation based on a nonhierarchical layered architecture which translated ... a model for the formation of limb trajectories, based on a neural network architecture The task under consideration was that of reaching a target defined in terms...

Ngày tải lên: 28/04/2014, 10:16

... cost, and limitations,” IEEE Trans Power Electron., vol 19, no 4, pp 1108–1116, Jul 2004 [25] S Kwak and H A Toliyat, “An approach to fault- tolerant three-phase matrix converter drives,” IEEE Trans ... Teichmann and J Oyama, “ARCP soft -switching technique in matrix converters,” IEEE Trans Ind Electron., vol 49, no 2, pp 353–361, Apr 2002 [5] F Bradaschia, M C C...

Ngày tải lên: 13/05/2014, 00:55

... CCA GTT G TCA ACC ATG AGG TCA TGG CCA TA CCC CGG GTG AGT TCT TGC TYG A TTC CCC TGG AGA AGT ACT CCT CGA ACT AAA TCC ATA CCT AGC ACAC CAG TGG CGG GAC AAA CCA AC CTC TCC TGG AGA ACT CCT ACT TGA ... region of the COG1F-G1NVR and COG2F-G2NVR PCR products Design was based on a annealing temperature of at least 60°C and a minimum of mismatches between the probe and the othe...

Ngày tải lên: 18/06/2014, 18:20