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العنوان
Characterization of Welding Discontinuities Using Phased
Array Ultrasonics and Artificial Neural Networks
/
المؤلف
MAZLOUM, AHMED MOHMAMED GAMAL.
هيئة الاعداد
باحث / Ahmed Mohamed Gamal Mazloum
باحث / Ahmed Mohamed Gamal Mazloum
مشرف / . Alber Alphonse Sadek
مشرف / . Alber Alphonse Sadek
مشرف / Abd El-Rahman Mohamed Moussa
الموضوع
Welding. Soft computing
تاريخ النشر
2020
عدد الصفحات
1 vol.(various paging’s) :
اللغة
الإنجليزية
الدرجة
الدكتوراه
التخصص
الهندسة (متفرقات)
الناشر
تاريخ الإجازة
1/1/2020
مكان الإجازة
جامعة حلوان - كلية الهندسة - حلوان - الھندسة الميكانيكية
الفهرس
Only 14 pages are availabe for public view

from 153

from 153

Abstract

Welded joints are used in many industries and its failures are due to inaccurate
determination, sizing, measuring and evaluation of their discontinuities. The
reliable detection of discontinuities is one of the most important tasks in
nondestructive tests. Phased Array Ultrasonic Test (PAUT) offers significant
technical advantages for weld inspections over conventional ultrasonic and
Radiography Test (RT). The PAUT beams can be steered, scanned, swept and
.~
focused electronically which improve the accuracy and quantitative
characterization of locating discontinuities.
from the experimental work, the discontinuities length and depth measuring
accuracy improved by 70%, 40% & 50% by doubling the frequency, number of
piezoelectric elements and probe pitch respectively. The proposed system named
Phased Array for characterizing Discontinuities ”PACD” transform 20 S-scan
images into 3D images (volumetric scan) which is more reliable, accurate and
easily interpretation. The system is also checking the circularity, rectangularity
and irregularity of each discontinuity and determine the location and calculate the
width, length of each discontinuity and the echo width and height of the A-scan.
After that PACD input learned artificial neural network (ANN) to characterize 12
types of common welding discontinuities (toe crack, root crack, transverse crack,
cluster porosity, lack of penetration, porosity, burn through, root undercut,
longitudinal crack, cap undercut and slag). After verification the PACD system
can be easily characterized welding discontinuities types with high accuracy.
Keywords:
Ultrasonic Test (UT), Phased Array (PA) Technique, Welding Discontinuities
& Artificial Neural Network (ANN).