APPLICATION OF THE BEES ALGORTIHM UPON HYDRAULIC CYLINDER DESIGN AND OPTIMIZATION

Year 2022, Volume: 10 Issue: 4, 1019 - 1034, 03.12.2022

Betül Sözen , Ömer Şahin , Mete Kalyoncu

https://doi.org/10.36306/konjes.1129467

Cited By: 1

Abstract

In this study, mass minimization of a simple double-acting hydraulic cylinder has been studied using The Bees Algorithm (BA) for a specific force and known material, considering the buckling and pressure constraints. A Hydraulic cylinder is a hydraulic actuator that creates linear movement by converting hydraulic energy back to a mechanical movement. Hydraulic-driven working machines are widespread in the industry today. Hydraulic cylinders are used in mobile applications such as container lifting devices, excavators, dump trucks, loaders, graders and dozers. Weight reduction in these cylinders plays a fundamental role in the performance of the machine in terms of lifting capacity, speed, costing, etc. The Bees Algorithm is a metaheuristic algorithm that mimics the natural foraging behavior of honey bees to find the optimum solutions. The advantages over other algorithms are its ability to search both locally and globally and being applicable for several optimization problems with the chance to be integrated with other algorithms. In this study, it is also aimed to determine the optimal parameters of the bees algorithm for minimum computation cost.

Keywords

The Bees Algorithm, Hydraulic Cylinder, Mass Minimization, Optimization

Hidrolik Silindir Tasarımı Ve Optimizasyonunda Arı Algoritmasının Uygulanması

Abstract

Bu çalışmada, belirli bir kuvvet ve bilinen bir malzeme için, basit bir çift etkili hidrolik silindirin kütle minimizasyonu, burkulma ve basınç kısıtlmaları da dikkate alınarak, Arı Algoritması kullanılarak incelenmiştir. Hidrolik silindir, hidrolik enerjiyi tekrar mekanik harekete dönüştürerek doğrusal hareket oluşturan bir hidrolik aktüatördür. Hidrolik tahrikli iş makineleri günümüzde endüstride oldukça yaygındır. Hidrolik silindirler; konteyner kaldırma cihazları, ekskavatörler, damperli kamyonlar, yükleyiciler, greyderler ve dozerler gibi mobil uygulamalarda kullanılmaktadır. Bu silindirlerdeki ağırlık azaltımı, kaldırma kapasitesi, hız, maliyet vb. açılardan makinenin performansında önemli bir rol oynar. Arı Algoritması, optimum çözümleri bulmak için bal arılarının doğal yiyecek arama davranışını taklit eden metasezgisel bir algoritmadır. Hem lokal hem de global arama yapabilmesi ve diğer algoritmalar ile entegre olabilme şansı, diğer algoritmalara göre avantajlarını oluşturur ve bu sayede birçok optimizasyon problemine uygulanabilir. Ayrıca bu çalışmada, minimum hesaplama maliyeti için Arı Algoritmasının optimum parametrelerinin belirlenmesi de amaçlanmıştır.

Keywords

Arı Algoritması, Hidrolik Silindir, Kütle Minimizasyonu, Optimizasyon, The Bees Algorithm, Hydraulic Cylinder, Mass Minimization, Optimization

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