In this paper, a neuro-fuzzy model is introduced. The model describes a fuzzy relational "IF-THEN" reasoning scheme using an adaptive structure based on fuzzy relations. Two training schemes for the learning...
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In this paper, a neuro-fuzzy model is introduced. The model describes a fuzzy relational "IF-THEN" reasoning scheme using an adaptive structure based on fuzzy relations. Two training schemes for the learning of the parameters based respectively on the backpropagation algorithm and pseudo-inverse matrix technique are illustrated. The model qualities are investigated by a series of simulation examples: function approximation, classification and rule extraction. These preliminary and promising results show that the model has a good performance and that it could be used for complex systems in real world applications.
The goal of this paper is to further investigate the extreme behaviour of the fuzzy clustering proportional membership model (FCPM) in contrast to the central tendency of fuzzy c-means (FCM). A data set from the field...
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Development and validation of operator's cognitive model are made to be implemented into an integrated dynamic simulation system SEAMAID for real-time simulation of complex human-machine interaction in various eme...
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Development and validation of operator's cognitive model are made to be implemented into an integrated dynamic simulation system SEAMAID for real-time simulation of complex human-machine interaction in various emergency situations of nuclear power plant. The effectiveness of human model usage is confumed by applying the SEAMAID for the three areas: (1)estimation of time reliability curve of human cognitives, (ii)virtual reality based visualization system, and (iii)comparative evaluation of control board designing. Future subjects are also discussed for realizing virtual collaborator capable of interactive communication to human in virtual world.
The practical implementation of the third-order tetrahedral version of Nedelec's first family of curl-conforming elements is presented. Following the definition of the element given by Nedelec, the third-order vec...
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The practical implementation of the third-order tetrahedral version of Nedelec's first family of curl-conforming elements is presented. Following the definition of the element given by Nedelec, the third-order vectorial basis functions of the element are deduced. The element thus obtained exhibits some important differences with respect to other higher-order curl-conforming elements which have appeared in the literature. Specifically, the third-order curl-conforming finite element proposed leads to better conditioned finite element method (FEM) matrices.
Bounded Model Checking based on SAT methods has recently been introduced as a complementary technique to BDD-based Symbolic Model Checking. The basic idea is to search for a counter ex- ample in executions whose lengt...
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The development of fine-grain multi-threaded program ex-ecution models has created an interesting challenge: how to partition a program into threads that can exploit machine parallelism, achieve latency tolerance, and...
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Ammonia (NH3) emission from a grow-finish swine (Sus scrofa) building with an underfloor manure storage pit was evaluated during warm weather from 26 June to 25 September. Average daily mean (ADM, covering all measure...
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Ammonia (NH3) emission from a grow-finish swine (Sus scrofa) building with an underfloor manure storage pit was evaluated during warm weather from 26 June to 25 September. Average daily mean (ADM, covering all measurement days) outdoor temperature was 21.8°C. Ammonia concentrations, ventilation rates, and temperatures were continuously measured or recorded and 88 d of reliable data were obtained. Air samples were taken at wall and pit exhaust fans and in the pit headspace. The NH3 concentrations were monitored on-site with a chemiluminescence NH3 analyzer. Ventilation rates were calculated based on operation of five wall fans, four pit fans, and the fan static pressure. The NH3 emission rates were calculated by multiplying simultaneously measured NH3 concentrations and ventilation rates of wall and pit exhaust fans. The ADM of building NH3 concentration (mean concentration of all sampling locations) was 3.9 mg m-3. The ADM building NH3 emission (sum of the emissions from all ventilation fans) was 11.2 kg d-1, equivalent to 145 g d-1 per AU (animal unit = 500 kg animal weight). The ADM emission per AU was higher than other reported values, probably due to warmer temperatures and higher ventilation rates. The building NH3 concentrations were inversely proportional to the indoor temperatures (r = -0.66) and ventilation rates (r = -0.59) and correlated well to total pig weight (r = 0.49). The building NH3 emission rates were correlated to total pig weights (r = 0.52) and ventilation rates (r = 0.41) and were not well correlated to indoor temperatures (r = 0.12).
In this paper we study the tracking problem for the class of non-holonomic systems in chained form. In particular, with as outputs the first and last state component of the chained form, we suggest a solution for the ...
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To exploit the development system with a media-processor as soon as possible, the co-development and co-validation of them is very important. We describe the co-development of a media-processor and its source-level de...
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A fully Differential Instrumentation Amplifier (DIA) based on a two-stage Fully differential Differential Difference Amplifier (FDDA) cell is presented. The overall topology of this FDDA is described, referring to the...
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