Deterioration model for sewer network asset management in Baghdad City : case study Zeppelin line
العناوين الأخرى
نموذج إدارة تدهور شبكات المجاري لتطوير خدماتها في مدينة بغداد : خط زبلن حالة دراسية
المؤلفون المشاركون
Muhammad, Ibrahim Abd
al-Sumaydi, Jumah Awwad
al-Saqqar, Awatif Suadid Abd al-Hamid
المصدر
العدد
المجلد 22، العدد 2 (28 فبراير/شباط 2016)، ص ص. 26-41، 16ص.
الناشر
تاريخ النشر
2016-02-28
دولة النشر
العراق
عدد الصفحات
16
التخصصات الرئيسية
الموضوعات
الملخص AR
Asset management involves efficient planning of economic and technical performance characteristics of infrastructure systems.
Managing a sewer network requires various types of activities so the network can be able to achieve a certain level of performance.
During the lifetime of the network various components will start to deteriorate leading to bad performance and can damage the infrastructure.
The main objective of this research is to develop deterioration models to provide an assessment tool for determining the serviceability of the sewer networks in Baghdad city the Zeppelin line was selected as a case study, as well as to give top management authorities the appropriate decision making.
Different modeling techniques were used based on statistical methods such as discriminant, and artificial neural network (ANN) which were used to build the deterioration models.
The results of the discriminant model gave correct classification of 68.9% for the condition class of this line.
The main significant influencing variables that play an important role in sewer networks were: sewer age, planning, performance and maintenance which is known as the Management function.
From ANN model the confusion matrix gave correct classification of 76.7% and MSE 0.128.This study providing a good source of information for future planning.
الملخص EN
Asset management involves efficient planning of economic and technical performance characteristics of infrastructure systems.
Managing a sewer network requires various types of activities so the network can be able to achieve a certain level of performance.
During the lifetime of the network various components will start to deteriorate leading to bad performance and can damage the infrastructure.
The main objective of this research is to develop deterioration models to provide an assessment tool for determining the serviceability of the sewer networks in Baghdad city the Zeppelin line was selected as a case study, as well as to give top management authorities the appropriate decision making.
Different modeling techniques were used based on statistical methods such as discriminant, and artificial neural network (ANN) which were used to build the deterioration models.
The results of the discriminant model gave correct classification of 68.9% for the condition class of this line.
The main significant influencing variables that play an important role in sewer networks were: sewer age, planning, performance and maintenance which is known as the Management function.
From ANN model the confusion matrix gave correct classification of 76.7% and MSE 0.128.This study providing a good source of information for future planning.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Muhammad, Ibrahim Abd& al-Saqqar, Awatif Suadid Abd al-Hamid& al-Sumaydi, Jumah Awwad. 2016. Deterioration model for sewer network asset management in Baghdad City : case study Zeppelin line. Journal of Engineering،Vol. 22, no. 2, pp.26-41.
https://search.emarefa.net/detail/BIM-685701
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Muhammad, Ibrahim Abd…[et al.]. Deterioration model for sewer network asset management in Baghdad City : case study Zeppelin line. Journal of Engineering Vol. 22, no. 2 (Feb. 2016), pp.26-41.
https://search.emarefa.net/detail/BIM-685701
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Muhammad, Ibrahim Abd& al-Saqqar, Awatif Suadid Abd al-Hamid& al-Sumaydi, Jumah Awwad. Deterioration model for sewer network asset management in Baghdad City : case study Zeppelin line. Journal of Engineering. 2016. Vol. 22, no. 2, pp.26-41.
https://search.emarefa.net/detail/BIM-685701
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes appendices : p. 34-41
رقم السجل
BIM-685701
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر