Distribution Network Optimal Planning based on Improved Partheno-Genetic Algorithm

نویسنده

  • Chen Junhong
چکیده

Nowadays Traditional Genetic Algorithm has already been applied in a good many domains as a kind of nonnumeric vale calculation optimum method. But this algorithm self has deficiencies that “premature convergence”, low ability of local searching, no norms in encoding, and failing to express constraint conditions of problem, which have limited to its application. So Partheno-Genetic Algorithm (PGA) is put forward in this paper on the base of Traditional Genetic Algorithm. And Improved Partheno-Genetic Algorithm is introduced to optimize distribution network optimal planning. The simulation results have indicated that Improved Partheno-genetic Algorithm is validity and feasibility, which also can be used in many practical domains.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Optimal Placement and Sizing of Distributed Generation Via an Improved Nondominated Sorting Genetic Algorithm II

The use of distributed generation units in distribution networks has attracted the attention of network managers due to its great benefits. In this research, the location and determination of the capacity of distributed generation (DG) units for different purposes has been studied simultaneously. The multi-objective functions in the optimization model are reducing system line losses; reducing v...

متن کامل

Presenting a Novel Algorithm to Optimal Designing Power Distribution Network in the Presence of DG

Regarding the nature of non-linear discrete placement, and in order to determine the optimal capacity of the substation, the goal in the present study will be a number of local optimum points. In this research, the problem of optimal placement posts to reduce power losses by considering Distributed Generation (DG). In formulating the objective function, geographical distribution density in the ...

متن کامل

Probabilistic Integrated Planning of Primary and Secondary Distribution Networks based on a Hybrid Heuristic and GA Approach

The integrated planning of distribution system reveals a complex and non-linear problem being integrated with integer and discontinues variables. Due to these technical and modeling complexities, many researchers tend to optimize the primary and secondary distribution networks individually which depreciates the accuracy of the results. Accordingly, the integrated planning of these networks is p...

متن کامل

Long-term Planning of Optimal Placement of Distribution Transformers to Improve Reliability and Power Quality with the Approach of Reducing Costs and Losses

One of the most critical and complex issues in long-term planning of distribution networks is the optimal placement of distribution transformers. In this paper, the optimal placement of distribution transformers was investigated based on a complete and multi-objective function. In the proposed method, location, optimal capacity, and the service area are determined by minimizing costs (investmen...

متن کامل

Resilience-Based Framework for Distributed Generation Planning in Distribution Networks

Events with low probability and high impact, which annually cause high damages, seriously threaten the health of the distribution networks. Hence, more attention to the issue of enhancing network resilience and continuity of power supply, feels more than ever, all over the world. In modern distribution networks, because of the increasing presence of distributed generation resources, an alternat...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009