دورية أكاديمية

Reconfiguration of distributed power distribution networks based on improved gravitational search algorithms

التفاصيل البيبلوغرافية
العنوان: Reconfiguration of distributed power distribution networks based on improved gravitational search algorithms
المؤلفون: Lin, Zefeng, Xiao, Jianmei
المصدر: Journal of Physics: Conference Series ; volume 2741, issue 1, page 012054 ; ISSN 1742-6588 1742-6596
بيانات النشر: IOP Publishing
سنة النشر: 2024
الوصف: In order to solve the problem of weak global search ability and premature convergence of GSA, a hybrid algorithm combining GSA and PSO is proposed. This algorithm can effectively use the advantages of PSO in global search. In addition, the update strategy of the gravitational constant is optimized, which improves the early search ability of the algorithm. Taking the reduction of network loss as the objective function, the improved algorithm is used to reconstruct the distribution network with distributed generation. The simulation results of the IEEE33 system show that this algorithm can efficiently decrease the network loss and enhance the node voltage.
نوع الوثيقة: article in journal/newspaper
اللغة: unknown
DOI: 10.1088/1742-6596/2741/1/012054
DOI: 10.1088/1742-6596/2741/1/012054/pdf
الإتاحة: https://doi.org/10.1088/1742-6596/2741/1/012054Test
حقوق: http://creativecommons.org/licenses/by/3.0Test/ ; https://iopscience.iop.org/info/page/text-and-data-miningTest
رقم الانضمام: edsbas.A35243D2
قاعدة البيانات: BASE