2013
DOI: 10.35784/iapgos.1455
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The Intelligent System for Automotive Fuels Quality Definition

Abstract: An intelligent system, based on hydrodynamic method and artificial neural networks usage for automotive fuels quality definition have been developed. Artificial neural networks optimal structures for the octane number of gasoline, cetane number, cetane index of diesel fuel definition have been substantiated and their accuracy has been analyzed. The implementation of artificial neural networks by means of microcontroller-based systems has been considered.

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Cited by 4 publications
(7 citation statements)
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“…The obtained estimate of the uncertainty of the developed transducer confirms that it is possible to provide higher accuracy characteristics compared to known capillary devices of continuous measurement of liquids' viscosity and density [3][4][5]10]. The authors' principles of designing transducers with maximum measuring sensitivity provide the least value of uncertainty in a given measurement range and reduce the nonlinearity of the transform function.…”
Section: Estimation Of the Uncertainty Of The Measurement Resultssupporting
confidence: 60%
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“…The obtained estimate of the uncertainty of the developed transducer confirms that it is possible to provide higher accuracy characteristics compared to known capillary devices of continuous measurement of liquids' viscosity and density [3][4][5]10]. The authors' principles of designing transducers with maximum measuring sensitivity provide the least value of uncertainty in a given measurement range and reduce the nonlinearity of the transform function.…”
Section: Estimation Of the Uncertainty Of The Measurement Resultssupporting
confidence: 60%
“…Promising for solving the problems of measuring the properties of fluids is the hydro-gas-dynamic throttle method, based on which many measuring transducers are built [2][3][4][5][6][7][8][9][10][11]. The main components of hydro-gas-dynamic measuring transducers are throttle elements.…”
Section: Introductionmentioning
confidence: 99%
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“…Transducers with throttles of different types are used to measure dynamic and kinematic viscosity of Newtonian liquids and gases, rheological characteristics of non-Newtonian fluids, low and micro flow rates of gases, analysis of the composition of gas mixtures, etc. [3]- [10].…”
Section: Introductionmentioning
confidence: 99%
“…Kinematic viscosity and density transducers are known with a combination of laminar and turbulent throttles connected in a bridge measuring diagram. The operation principle of transducers is based on balancing the bridge diagrams by changing the total flow rate of the controlled fluid [10]. In [11], the transducer of the combined parameter depending on dynamic viscosity and density is also developed based on the bridge diagram with oppositely connected laminar and turbulent throttles.…”
Section: Introductionmentioning
confidence: 99%