A newly effective method to maximize power loss reduction in distribution networks with highly penetrated distributed generations

التفاصيل البيبلوغرافية
العنوان: A newly effective method to maximize power loss reduction in distribution networks with highly penetrated distributed generations
المؤلفون: Phuoc Tri Nguyen, Ngoc Dieu Vo, Thanh Long Duong, Minh Phuong Le
المصدر: Ain Shams Engineering Journal, Vol 12, Iss 2, Pp 1787-1808 (2021)
بيانات النشر: Elsevier BV, 2021.
سنة النشر: 2021
مصطلحات موضوعية: Mathematical optimization, Computer science, 020209 energy, media_common.quotation_subject, Chaotic, Power loss reduction maximization, 02 engineering and technology, Power factor, Reduction (complexity), Fractal, 0202 electrical engineering, electronic engineering, information engineering, Effective method, Quality (business), Radial distribution network, media_common, Distributed generators, business.industry, Stochastic fractal search, 020208 electrical & electronic engineering, General Engineering, Engineering (General). Civil engineering (General), Chaotic maps, Rate of convergence, Distribution networks, Distributed generation, TA1-2040, business
الوصف: This paper proposes a newly chaotic maps integrated stochastic fractal search (CMSFS) for solving the optimal distributed generation placement (ODGP) problem in radial distribution networks. The objective of the problem is to minimize the network real power loss satisfying the operational constraints of distributed generations (DGs) and the network. The proposed CMSFS approach is an improvement of the standard SFS approach by integrating chaotic maps into SFS to enhance its solution quality and convergence rate. The experimental results on the IEEE 33, 69, and 118-bus networks and the power loss reduction percentages with the integration of the optimal number of non-unity power factor DG are 99.21%, 99.43% and 92.36%, respectively. Moreover, the simulation results have also shown that the proposed CMSFS can provide better solution quality than many other methods for the considered scenarios. Therefore, the proposed CMSFS can be an effective alternative approach to the ODGP problems in RDNs.
تدمد: 2090-4479
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::acd62d1ce43d964c2048946ea9a1f391Test
https://doi.org/10.1016/j.asej.2020.11.003Test
حقوق: OPEN
رقم الانضمام: edsair.doi.dedup.....acd62d1ce43d964c2048946ea9a1f391
قاعدة البيانات: OpenAIRE