A Novel Method for Economic Dispatch with Across Neighborhood Search: A Case Study in a Provincial Power Grid, China
المؤلفون المشاركون
Xiong, Guojiang
Yuan, Xufeng
Zhang, Jing
Shi, Dongyuan
He, Yu
Yao, Yao
Chen, Gonggui
المصدر
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-18، 18ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-11-04
دولة النشر
مصر
عدد الصفحات
18
التخصصات الرئيسية
الملخص EN
Economic dispatch (ED) is of cardinal significance for the power system operation.
It is mathematically a typical complex nonlinear multivariable strongly coupled optimization problem with equality and inequality constraints, especially considering the valve-point effects.
In order to effectively solve the problem, a simple yet very young and efficient population-based algorithm named across neighborhood search (ANS) is implemented in this paper.
In ANS, a group of individuals collaboratively navigate through the search space for obtaining the optimal solution by simultaneously searching the neighborhoods of multiple superior solutions.
Four benchmark test cases with diverse complexities and characteristics are firstly employed to comprehensively verify the feasibility and effectiveness of ANS.
The experimental and comparison results fully demonstrate the superiority of ANS in terms of the final solution quality, convergence speed, robustness, and statistics.
In addition, the sensitivities of ANS to variations of population size and across-search degree are studied.
Furthermore, ANS is applied to a practical provincial power grid of China.
All the comparison results consistently indicate that ANS is highly competitive and can be used as a promising alternative for ED problems.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xiong, Guojiang& Zhang, Jing& Yuan, Xufeng& Shi, Dongyuan& He, Yu& Yao, Yao…[et al.]. 2018. A Novel Method for Economic Dispatch with Across Neighborhood Search: A Case Study in a Provincial Power Grid, China. Complexity،Vol. 2018, no. 2018, pp.1-18.
https://search.emarefa.net/detail/BIM-1133304
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xiong, Guojiang…[et al.]. A Novel Method for Economic Dispatch with Across Neighborhood Search: A Case Study in a Provincial Power Grid, China. Complexity No. 2018 (2018), pp.1-18.
https://search.emarefa.net/detail/BIM-1133304
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xiong, Guojiang& Zhang, Jing& Yuan, Xufeng& Shi, Dongyuan& He, Yu& Yao, Yao…[et al.]. A Novel Method for Economic Dispatch with Across Neighborhood Search: A Case Study in a Provincial Power Grid, China. Complexity. 2018. Vol. 2018, no. 2018, pp.1-18.
https://search.emarefa.net/detail/BIM-1133304
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1133304
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