UM BREVE ESTUDO DOS PARÂMETROS DO MÉTODO ENXAME DE PARTÍCULAS
- 1. Universidade Federal Fluminense
- 2. Rede de Química e Tecnologia
Description
This article aims to present an analysis of a population metaheuristic, the Particle Swarm (PSO), applied to solve a thermodynamic problem.The problem of calculating the phase equilibrium of a mixture is present in Chemical Engineering processes.To be solved it is necessary to know a priori the number of phases present in the mixture, for this one must solve the optimization problem known as stability test.The main objective of this work is to apply the global search method to minimize the objective problem.It will be used the polarization technique that allows to find all the stationary points of the function, and will also be evaluated strategies of PSO parameter valuation.The numerical results of the tests will be presented for three binary mixtures already discussed in the literature, in order to evaluate which proposed methodology will be the most robust for the computational efficiency of the method.
Translated Descriptions
Translated Description (Arabic)
تهدف هذه المقالة إلى تقديم تحليل لما وراء التجربة السكانية، سرب الجسيمات (PSO)، المطبق لحل مشكلة الديناميكا الحرارية. مشكلة حساب توازن الطور للخليط موجودة في عمليات الهندسة الكيميائية. لحلها، من الضروري معرفة عدد المراحل الموجودة في الخليط مسبقًا، لهذا يجب أن يحل مشكلة التحسين المعروفة باسم اختبار الثبات. الهدف الرئيسي من هذا العمل هو تطبيق طريقة البحث العالمية لتقليل المشكلة الموضوعية. سيتم استخدام تقنية الاستقطاب التي تسمح بإيجاد جميع النقاط الثابتة للوظيفة، وسيتم أيضًا تقييم استراتيجيات تقييم معلمات PSO. سيتم تقديم النتائج العددية للاختبارات لثلاثة مخاليط ثنائية تمت مناقشتها في الأدبيات، من أجل تقييم المنهجية المقترحة التي ستكون الأكثر قوة للكفاءة الحسابية للطريقة.Translated Description (English)
This article aims to present an analysis of a population metaheuristic, the Particle Swarm (PSO), applied to solve a thermodynamic problem.The problem of calculating the phase equilibrium of a mixture is present in Chemical Engineering processes.To be solved it is necessary to know a priori the number of phases present in the mixture, for this one must solve the optimization problem known as stability test.The main objective of this work is to apply the global search method to minimize the objective problem.It will be used the polarization technique that allows to find all the stationary points of the function, and will also be evaluated strategies of PSO parameter valuation.The numerical results of the tests will be presented for three binary mixtures discussed in the literature, in order to evaluate which proposed methodology will be the most robust for the computational efficiency of the method.Translated Description (French)
This article aims to present an analysis of a population metaheuristic, the Particle Swarm (PSO), applied to solve a thermodynamic problem.The problem of calculating the phase equilibrium of a mixture is present in Chemical Engineering processes.To be solved it is necessary to know a priori the number of phases present in the mixture, for this one must solve the optimization problem known as stability test.The main objective of this work is to apply the global search method to minimize the objective problem.It will be used the polarization technique that allows to find all the stationary points of the function, and will also be evaluated strategies of PSO parameter valuation.The numerical results of the tests will be presented for three binary mixtures already discussed in the literature, inder to evaluate which proposed methodology will be the most robust for the efficientalcy method.Translated Description (Spanish)
This article aims to present an analysis of a population metaheuristic, the Particle Swarm (PSO), applied to solve a thermodynamic problem.The problem of calculating the phase equilibrium of a mixture is present in Chemical Engineering processes.To be solved it is necessary to know a priori the number of phases present in the mixture, for this one must solve the optimization problem known as stability test.The main objective of this work is to apply the global search method to minimize the objective problem.It will be used the polarization technique that allows to find all the stationary points of the function, and will be evaluated strategies of PSO parameter valuation.The numerical results of the tests will be presented for three binary mixtures alreready discussed in the literature, in order evaluate whiched with the robustology will the compost compost the compilicien for the efficity.Files
201.pdf.pdf
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Additional details
Additional titles
- Translated title (Arabic)
- أم بريف إستودو دوس باراميتروس دو ميتودو إنكسامي دي بارتياكولاس
- Translated title (English)
- UM BREVE ESTUDO DOS PARÂMETROS DO MÉTODO ENXAME DE PARTÍCULAS
- Translated title (French)
- UM BREVE ESTUDO DOS PARÂMETROS DO MÉTODO ENXAME DE PARTÍCULAS
- Translated title (Spanish)
- UM BREVE ESTUDO DOS PARAMETROS DO MÉTODO ENXAME DE PARTES
Identifiers
- Other
- https://openalex.org/W3035165543
- DOI
- 10.5151/spolm2019-201