Proposed scheme for characterization of power quality disturbances
Other Title(s)
طريقة مقترحة للتوصيف الكمي لاضطرابات جودة التغذية الكهربية
Joint Authors
al-Mutawalli, A.
Fathi, S.
Abd al-Majid, A.
Source
Issue
Vol. 32, Issue 3 (30 Sep. 2007)9 p.
Publisher
Mansoura University Faculty of Engineering
Publication Date
2007-09-30
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Topics
Abstract AR
يقترح البحث منظومتين تعتمدان عل نظرية المويجات و الشبكات العصبية الاصطناعية للتوصيف الشامل لاضطرابات جودة التغذية الكهربية المسجلة في دراسات المسح و ذلك بتعيين مقدار الحيود و كذلك فترة حدوثه إضافة إلى نوعه حتى يمكن إعداد تقارير وافية عن نتائج دراسات المسح للبيئة الكهرومغناطيسية آليا, حيث تستخرج الصفات المميزة للاضطراب باستخدام طريقة تحليل المويجات و يتم تقدير حاصل ضرب المقدار و الفترة باستخدام شبكات ذات تصميم و تدريب مناسبين, كما يتم مقارنة أداء الطريقتين و كذلك التصميمات المتنوعة للشبكة العصبية القدرة للوصول إلى افضل أسلوب للتقدير الكمى لكل نوع من الاضطرابات بشكل منفرد و كذلك أنسب منهج للتقدير بشكل عام.
Abstract EN
A voluminous amount of disturbance waveforms are captured and recorded by power quality survey projects.
These disturbances need to be automatically classified and characterized to provide informative and useful results about the power quality condition of the system.
Intensive research is conducted to accomplish efficient automatic classification tools.
There is still a notable scarcity in apt techniques for characterization or quantification of disturbances.
In this paper, a scheme based on discrete wavelet transform and neural networks is proposed to characterize the recorded power quality disturbances.
A routine is presented to compute the disturbance duration.
A dedicated neural network is used to estimate the duration-magnitude product of the disturbance.
The design and structure of the neural estimator is addressed.
An alternative scheme for designing the estimator is also proposed and described.
The performance of the two methods is tested with many disturbances of 6 different types.
The results are compared to select the best estimators relevant to each disturbance type.
American Psychological Association (APA)
al-Mutawalli, A.& Abd al-Majid, A.& Fathi, S.. 2007. Proposed scheme for characterization of power quality disturbances. Mansoura Engineering Journal،Vol. 32, no. 3.
https://search.emarefa.net/detail/BIM-324767
Modern Language Association (MLA)
al-Mutawalli, A.…[et al.]. Proposed scheme for characterization of power quality disturbances. Mansoura Engineering Journal Vol. 32, no. 3 (2007).
https://search.emarefa.net/detail/BIM-324767
American Medical Association (AMA)
al-Mutawalli, A.& Abd al-Majid, A.& Fathi, S.. Proposed scheme for characterization of power quality disturbances. Mansoura Engineering Journal. 2007. Vol. 32, no. 3.
https://search.emarefa.net/detail/BIM-324767
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-324767