RESEARCH AND OPTIMIZATION OF THE INFLUENCE OF FRACTIONAL COMPOSITION OF THE WORKING MIXTURE OF POWDERS ON THE CHARACTERISTICS OF THE SOLID MIXTURE FUEL
When studying the influence of the fractional composition of the working mixture of powders on the characteristics of solid mixed rocket fuel (SMRF), optimization is proposed using the jumping frog method to construct time-optimal experimental designs. It is known that the proportion of the fraction...
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| Format: | Article |
| Language: | English |
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National Aerospace University «Kharkiv Aviation Institute»
2020-04-01
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| Series: | Авіаційно-космічна техніка та технологія |
| Subjects: | |
| Online Access: | http://nti.khai.edu/ojs/index.php/aktt/article/view/1113 |
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| author | Николай Дмитриевич Кошевой Алексей Леонидович Кириченко Сергей Анатольевич Борисенко Виктор Владимирович Муратов |
| author_facet | Николай Дмитриевич Кошевой Алексей Леонидович Кириченко Сергей Анатольевич Борисенко Виктор Владимирович Муратов |
| author_sort | Николай Дмитриевич Кошевой |
| collection | DOAJ |
| description | When studying the influence of the fractional composition of the working mixture of powders on the characteristics of solid mixed rocket fuel (SMRF), optimization is proposed using the jumping frog method to construct time-optimal experimental designs. It is known that the proportion of the fractional agent (FA) product in the composition of SMRF is the largest and amounts to 80 %. Consequently, the FA product has one of the greatest effects on the whole range of physicochemical properties of SMRF. Thus, the task of determining the effect of the FA product on the properties of SMRF is very relevant. The application of experimental design methods reduces the cost and time costs in the study of various technological processes, devices, and systems. Minimizing the number of transitions of factor levels in terms of the experiment, in turn, leads to a decrease in the cost (time) of its implementation. The goal of the work is the optimization of the full factorial experiment time-lapse experiment using the jumping frog method. To this end, a method is proposed for constructing a time-optimal implementation of the experiment planning matrix using the jumping frog algorithm. In the jumping frog method, a successful frog is determined by the least transition time between levels for each of the factors. After that, frog permutations are performed. The frog strives for the most successful and, if located nearby, remains in its current location. The software has been developed that implements the proposed method, which was used to conduct computational experiments to study the properties of this method when studying the influence of the fractional composition of the working mixture of powders on the characteristics of solid mixed rocket fuel. The experimental plans optimal in terms of implementation time were obtained, and also the winnings in the optimization results are given in comparison with the initial experiment time. A full factorial experiment was carried out to study the effect of the fractional composition of the working mixture of powders on the characteristics of SMRF, based on which recommendations were made regarding the effect of the fractional composition of the working mixture of powders and the content of liquid-viscous components in the composition on the properties of SMRF. Mathematical models are also constructed, the coefficients of which characterize the effect of the content of liquid-viscous components in the composition on the properties of the SMRF. The experiments confirmed the efficiency of the proposed method and the software that implements it, and also allow us to recommend it for practical use in constructing the optimal planning matrices of the experiment. |
| first_indexed | 2024-03-12T07:06:19Z |
| format | Article |
| id | doaj.art-902444dbf91e469bbc76b00d847bdc46 |
| institution | Directory Open Access Journal |
| issn | 1727-7337 2663-2217 |
| language | English |
| last_indexed | 2024-03-12T07:06:19Z |
| publishDate | 2020-04-01 |
| publisher | National Aerospace University «Kharkiv Aviation Institute» |
| record_format | Article |
| series | Авіаційно-космічна техніка та технологія |
| spelling | doaj.art-902444dbf91e469bbc76b00d847bdc462023-09-02T23:23:24ZengNational Aerospace University «Kharkiv Aviation Institute»Авіаційно-космічна техніка та технологія1727-73372663-22172020-04-0102425210.32620/aktt.2020.2.071133RESEARCH AND OPTIMIZATION OF THE INFLUENCE OF FRACTIONAL COMPOSITION OF THE WORKING MIXTURE OF POWDERS ON THE CHARACTERISTICS OF THE SOLID MIXTURE FUELНиколай Дмитриевич Кошевой0Алексей Леонидович Кириченко1Сергей Анатольевич Борисенко2Виктор Владимирович Муратов3Национальный аэрокосмический университет им. Н. Е. Жуковского «Харьковский авиационный институт», ХарьковГП «НПО «ПХЗ», ПавлоградГП «НПО «ПХЗ», Павлоградкафедра интеллектуальных измерительных систем и инженерии качества, Национальный аэрокосмический университет им. Н. Е. Жуковского «Харьковский авиационный институт», ХарьковWhen studying the influence of the fractional composition of the working mixture of powders on the characteristics of solid mixed rocket fuel (SMRF), optimization is proposed using the jumping frog method to construct time-optimal experimental designs. It is known that the proportion of the fractional agent (FA) product in the composition of SMRF is the largest and amounts to 80 %. Consequently, the FA product has one of the greatest effects on the whole range of physicochemical properties of SMRF. Thus, the task of determining the effect of the FA product on the properties of SMRF is very relevant. The application of experimental design methods reduces the cost and time costs in the study of various technological processes, devices, and systems. Minimizing the number of transitions of factor levels in terms of the experiment, in turn, leads to a decrease in the cost (time) of its implementation. The goal of the work is the optimization of the full factorial experiment time-lapse experiment using the jumping frog method. To this end, a method is proposed for constructing a time-optimal implementation of the experiment planning matrix using the jumping frog algorithm. In the jumping frog method, a successful frog is determined by the least transition time between levels for each of the factors. After that, frog permutations are performed. The frog strives for the most successful and, if located nearby, remains in its current location. The software has been developed that implements the proposed method, which was used to conduct computational experiments to study the properties of this method when studying the influence of the fractional composition of the working mixture of powders on the characteristics of solid mixed rocket fuel. The experimental plans optimal in terms of implementation time were obtained, and also the winnings in the optimization results are given in comparison with the initial experiment time. A full factorial experiment was carried out to study the effect of the fractional composition of the working mixture of powders on the characteristics of SMRF, based on which recommendations were made regarding the effect of the fractional composition of the working mixture of powders and the content of liquid-viscous components in the composition on the properties of SMRF. Mathematical models are also constructed, the coefficients of which characterize the effect of the content of liquid-viscous components in the composition on the properties of the SMRF. The experiments confirmed the efficiency of the proposed method and the software that implements it, and also allow us to recommend it for practical use in constructing the optimal planning matrices of the experiment.http://nti.khai.edu/ojs/index.php/aktt/article/view/1113оптимизацияпланирование экспериментатвердое смесевое ракетное топливорабочая смесь порошковоптимальный планметод прыгающих лягушеквремя |
| spellingShingle | Николай Дмитриевич Кошевой Алексей Леонидович Кириченко Сергей Анатольевич Борисенко Виктор Владимирович Муратов RESEARCH AND OPTIMIZATION OF THE INFLUENCE OF FRACTIONAL COMPOSITION OF THE WORKING MIXTURE OF POWDERS ON THE CHARACTERISTICS OF THE SOLID MIXTURE FUEL Авіаційно-космічна техніка та технологія оптимизация планирование эксперимента твердое смесевое ракетное топливо рабочая смесь порошков оптимальный план метод прыгающих лягушек время |
| title | RESEARCH AND OPTIMIZATION OF THE INFLUENCE OF FRACTIONAL COMPOSITION OF THE WORKING MIXTURE OF POWDERS ON THE CHARACTERISTICS OF THE SOLID MIXTURE FUEL |
| title_full | RESEARCH AND OPTIMIZATION OF THE INFLUENCE OF FRACTIONAL COMPOSITION OF THE WORKING MIXTURE OF POWDERS ON THE CHARACTERISTICS OF THE SOLID MIXTURE FUEL |
| title_fullStr | RESEARCH AND OPTIMIZATION OF THE INFLUENCE OF FRACTIONAL COMPOSITION OF THE WORKING MIXTURE OF POWDERS ON THE CHARACTERISTICS OF THE SOLID MIXTURE FUEL |
| title_full_unstemmed | RESEARCH AND OPTIMIZATION OF THE INFLUENCE OF FRACTIONAL COMPOSITION OF THE WORKING MIXTURE OF POWDERS ON THE CHARACTERISTICS OF THE SOLID MIXTURE FUEL |
| title_short | RESEARCH AND OPTIMIZATION OF THE INFLUENCE OF FRACTIONAL COMPOSITION OF THE WORKING MIXTURE OF POWDERS ON THE CHARACTERISTICS OF THE SOLID MIXTURE FUEL |
| title_sort | research and optimization of the influence of fractional composition of the working mixture of powders on the characteristics of the solid mixture fuel |
| topic | оптимизация планирование эксперимента твердое смесевое ракетное топливо рабочая смесь порошков оптимальный план метод прыгающих лягушек время |
| url | http://nti.khai.edu/ojs/index.php/aktt/article/view/1113 |
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