A new fuzzy logic approach for prediction of surface roughness
Other Title(s)
التنبؤ بخشونة السطح باستخدام نهج المنطق الضبابي
Author
Source
Issue
Vol. 45, Issue 3 (30 Sep. 2020), pp.50-56, 7 p.
Publisher
Mansoura University Faculty of Engineering
Publication Date
2020-09-30
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Topics
Abstract AR
خشونة السطح من أهم العوامل التي تؤثر في جودة السطح وتتأثر خشونة السطح في عملية الخراطة بالعديد من العوامل أهمها سرعة القطع, عمق القطع و التغذية و أي تغيير بسيط في قيمها يؤثر بشكل واضح على خشونة السطح.
في هذا البحث تم استخدام نهج المنطق الضبابي )approach logic fuzzy )للتنبؤ بخشونة السطح )Ra .) البيانات المستخدمة في نهج المنطق الضبابي تم الحصول عليها من خراطة مادة التيتانيوم 4L-6AL-Ti .النتائج التي تم الحصول عليها باستخدام هذا النهج الضبابي أظهرت توافقا جيدا مع القيم التجريبية.
Abstract EN
The quality of mechanical components depends largely on their surface roughness (Ra).
The surface roughness is greatly affected by various cutting factors, the most important being feed, cutting speed and also the cutting depth.
So, there are many researches dealing with this topic, some of which perform experiments on different materials to determine the value of Ra and others try to make programs to predict surface roughness to reduce time, cost and effort consumed in experiments.
In this paper, a new fuzzy logic approach is introduced to predict interstitial values of Ra.
Data set used in fuzzy logic approach is obtained from turning of Ti-6AL-4L [14].
A Matlab toolbox is used for training of fuzzy logic approach.
Predicted results using this approach show good results in comparison with experimental & theoretical onesresults using this approach show good results in comparison with experimental & theoretical ones.
American Psychological Association (APA)
al-Arian, Fatimah Abd Allah. 2020. A new fuzzy logic approach for prediction of surface roughness. Mansoura Engineering Journal،Vol. 45, no. 3, pp.50-56.
https://search.emarefa.net/detail/BIM-985793
Modern Language Association (MLA)
al-Arian, Fatimah Abd Allah. A new fuzzy logic approach for prediction of surface roughness. Mansoura Engineering Journal Vol. 45, no. 3 (Sep. 2020), pp.50-56.
https://search.emarefa.net/detail/BIM-985793
American Medical Association (AMA)
al-Arian, Fatimah Abd Allah. A new fuzzy logic approach for prediction of surface roughness. Mansoura Engineering Journal. 2020. Vol. 45, no. 3, pp.50-56.
https://search.emarefa.net/detail/BIM-985793
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 55-56
Record ID
BIM-985793