Optimal Distributed Generation allocation and network reconfiguration using Whale Optimization Algorithm

  • سال انتشار: 1402
  • محل انتشار: یازدهمین کنفرانس بین المللی مهندسی برق، الکترونیک و شبکه های هوشمند
  • کد COI اختصاصی: EESCONF11_013
  • زبان مقاله: انگلیسی
  • تعداد مشاهده: 262
دانلود فایل این مقاله

نویسندگان

Ahmadreza Abdollahi Chirani

Faculty of Engineering, University of Guilan, Rasht, Iran

چکیده

Since Distributed Generations (DGs) have the potential to solve power loss reduction and improve system dependability, their incorporation into power distribution networks has received a lot of attention. This study is founded on the utilization of an algorithm that anticipates the best reconfiguration plan, location and capacity for a DG-based power distribution network. Since optimal allocation and network reconfiguration are multi-objective and multi constrained problems, the Whale Optimization Algorithm (WOA) is used as an effective optimization technique. The WOA simulates the social behavior of humpback whales to efficiently explore the solution space and converge to the global optimum. The whale algorithm's objective function includes all the goals and restraints necessary for the reconfiguration procedure and optimal location and size of DG. In this paper, the forward-backward load flow approach is employed due to its simplicity in implement ation and fast convergenceconvergence. The proposed technique is validated through IEEE ۳۳-bus standard test system. The obtained solutions exhibit substantial power loss reduction, improved voltage profiles, and effective utilization of DG at the identified optimal location. Moreover, the proposed methodology exhibits robustness, scalability, and computational efficiency, making it a promising solution for practical applications.

کلیدواژه ها

Optimal DG placement and capacity, Whale Optimization Algorithm, Distribution Generation, Power Loss Reduction, Reconfiguration, Voltage Profile Improvement

مقالات مرتبط جدید

اطلاعات بیشتر در مورد COI

COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.

کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.