کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
400422 1438725 2016 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A novel method for optimal DG units capacity and location in Microgrids
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A novel method for optimal DG units capacity and location in Microgrids
چکیده انگلیسی


• A novel combined optimization method is presented.
• Problem objective functions include: reducing losses, improving voltage profile and increasing voltage stability.
• The performance of the proposed method is compared with HS, GA and PSO.
• The test results show the efficiency of the method.

Distributed generation (DG) has an overall positive impact on Microgrids. These DGs are usually located close to the load centers which lead to some benefits such as; system power loss and energy cost reduction; voltage profile and stability improvement; environmental friendliness, postponement system upgrading and reliability enhancement. In this paper, a novel combined method based on Genetic Algorithm (GA) and Intelligent Water Drops (IWD) is proposed to find location and capacity of DG in Microgrids for optimizing some objective functions. The objectives are minimizing network power losses, improving voltage regulation and increasing the voltage stability within the framework of system operation and security constraints in Microgrids. In this paper, DG units are modeled as generators that are able to inject just active power to network. The Intelligent Water Drops (IWD) algorithm is a new swarm-based optimization algorithm inspired by observing natural water drops that flow in rivers. A detailed performance analysis is carried out on 69-bus and 33-bus Microgrids to demonstrate the effectiveness of the proposed methodology.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 75, February 2016, Pages 236–244
نویسندگان
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