Modeling of Mating / Seperating Force in Snap-Fit Joints by Artificial Neural Networks Method by Material Type and Friction Coefficient
Journal Title: Gazi Mühendislik Bilimleri Dergisi - Year 2018, Vol 4, Issue 3
Abstract
In this study, an Artificial Neural Network Model has been developed to calculate the mating / separating forces of Snap-Fit joints. In order to determine the mating / separating force of this calculation using Computer Aided Design methodology, the tip angle (α) and friction coefficients of material types are taken as reference. For this purpose, an Artificial Neural Network (ANN) model has been developed. In this way, the material type and the end angle of the claw connection is given, without the need for any engineering account, a software capable of calculating computer-aided results has been developed. MEP% = 0.624073, RMSE = 0.008977 and R2 = 0.99999. With such a reliable and fast method, a Design method has been developed which can produce results according to the material type and the angular values of the connection snap-fit type.
Authors and Affiliations
Keywords
Related Articles
- EP ID EP530159
- DOI -
- Views 100
- Downloads 0
An Expert System Selected Insert Cutting Tools in Machining Of the Screws
Generally, the screwed fasteners are used to assemble the machine parts. The screwed method is one of the basic machining operations. The screwed geometry is of critical importance. The screws are manufactured for differ...
LIFE Füzyon Reaktöründe Yüksek Sicaklikta Elektroliz Yöntemi İle Hidrojen Üretimi
Bu çalışmada, lazer sürücülü füzyon reaktörünün (LIFE) zamana bağlı nötronik performansı ve bu performansa bağlı olarak hidrojen üretim potansiyeli yüksek sıcaklıkta elektroliz (HTE) yöntemi kullanılarak incelenmiş...
Development Of The Electrical Conductivity In Carbon Based Polymer Composites
Conductive polymer composites are nowadays used in technological applications and they constitute components of functional materials in many important applications. It is of great importance to reduce the high electrical...
LabVIEW based Continuous Monitoring of Separately Excited DC Motor
In this day and age the applications of electrical machines are diverse and overall quite advantageous to our current way of life. For this purpose, we have to make sure that the machines themselves are operating properl...
Kaplamalı ve Kaplamasız Karbür Matkap ile Ferritik Paslanmaz Çeliğin Delinebilirlik Analizi
İşlenebilirliği zor malzemelerin matkap ile delinmesi söz konusu olduğunda, özellikle ilerleme miktarı, kesme hızı ve takım geometrisine bağlı olarak değişen delik kalitesi bozulabilmektedir. Bu nedenle, yeni matkap kali...