title: ÐÐ¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ñ ÑÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ ÑÐµÐ¶Ð¸Ð¼Ð¾Ð² ÑÐ½ÐµÑÐ³Ð¾ÑÐµÑÐµÐ¹ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð¼Ð¾ÑÐ½ÑÑ Ð½Ð°ÐºÐ¾Ð¿Ð¸ÑÐµÐ»ÐµÐ¹ ÑÐ½ÐµÑÐ³Ð¸Ð¸
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Optimization of static modes of power grids using powerful energy storage devices
Creators: name: ÐÐ²Ð°Ð½Ð¾Ð², ÐÐ»ÐµÐºÑÐ°Ð½Ð´Ñ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2021
Subjects: ÐÑÑÐ¸ÑÐ»Ð¸ÑÐµÐ»ÑÐ½ÑÐµ Ð¼Ð°ÑÐ¸Ð½Ñ ÑÐ»ÐµÐºÑÑÐ¾Ð½Ð½ÑÐµ Ð¿ÐµÑÑÐ¾Ð½Ð°Ð»ÑÐ½ÑÐµ
ÐÐ°Ð¿ÑÑÐ¶ÐµÐ½Ð¸Ñ (ÑÐ»ÐµÐºÑÑ.)
ÐÐ°ÐºÐ¾Ð¿Ð¸ÑÐµÐ»Ð¸ ÑÐ½ÐµÑÐ³Ð¸Ð¸
Ð­Ð»ÐµÐºÑÑÐ¸ÑÐµÑÐºÐ¸Ðµ ÑÐµÑÐ¸
ÐÐ°ÑÐµÐ¼Ð°ÑÐ¸ÑÐµÑÐºÐ°Ñ Ð»Ð¾Ð³Ð¸ÐºÐ°
Ð¼ÐµÑÐ¾Ð´ ÑÐ¾Ñ ÑÐ°ÑÑÐ¸Ñ
Ð¾Ð¿ÑÐ¸Ð¼Ð°Ð»ÑÐ½ÑÐµ ÑÐµÑÐµÐ½Ð¸Ñ
ÑÑÐ¾Ð½Ñ Ð¿Ð°ÑÐµÑÐ¾
particle swarm optimization
optimal solution
front pareto

description: ÐÐ°Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¼Ð½Ð¾Ð³Ð¾ÑÐµÐ»ÐµÐ²Ð¾Ð¹ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ Ñ ÑÐµÐ»ÑÑ Ð¿Ð¾Ð½Ð¸Ð¶ÐµÐ½Ð¸Ñ Ð¿Ð¾ÑÐµÑÑ Ð°ÐºÑÐ¸Ð²Ð½Ð¾Ð¹ Ð¼Ð¾ÑÐ½Ð¾ÑÑÐ¸ Ð¸ ÑÐ¼ÐµÐ½ÑÑÐµÐ½Ð¸Ñ Ð¾ÑÐºÐ»Ð¾Ð½ÐµÐ½Ð¸Ð¹ Ð½Ð°Ð¿ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð² ÑÐ·Ð»Ð°Ñ. ÐÐ°Ð´Ð°ÑÐ¸, ÐºÐ¾ÑÐ¾ÑÑÐµ ÑÐµÑÐ°Ð»Ð¸ÑÑ Ð² ÑÐ¾Ð´Ðµ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ: 1. Ð Ð°ÑÑÐµÑ Ð¿Ð¾ÑÐ¾ÐºÐ° Ð¼Ð¾ÑÐ½Ð¾ÑÑÐ¸ Ð´Ð»Ñ ÑÐµÑÑÐ¾Ð²Ð¾Ð¹ ÑÑÐµÐ¼Ñ IEEE30 Ð² Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ðµ RastrWin 2. Ð¡Ð¾Ð·Ð´Ð°Ð½Ð¸Ðµ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° Ð´Ð»Ñ Ð²ÑÐ·Ð¾Ð²Ð° ÑÐ°ÑÑÐµÑÐ° ÑÐµÐ¶Ð¸Ð¼Ð° Ð² RastrWin Ð¸Ð· Matlab. 3. ÐÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸Ðµ Ð¼ÐµÑÐ¾Ð´Ð° ÑÐ¾Ñ ÑÐ°ÑÑÐ¸Ñ Ð´Ð»Ñ Ð¼Ð¸Ð½Ð¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð¿Ð¾ÑÐµÑÑ Ð°ÐºÑÐ¸Ð²Ð½Ð¾Ð¹ Ð¼Ð¾ÑÐ½Ð¾ÑÑÐ¸ Ð¸ ÑÐ½Ð¸Ð¶ÐµÐ½Ð¸Ñ Ð¾ÑÐºÐ»Ð¾Ð½ÐµÐ½Ð¸Ð¹ Ð½Ð°Ð¿ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð² ÑÐ·Ð»Ð°Ñ Ð¿Ð¾ Ð¾ÑÐ´ÐµÐ»ÑÐ½Ð¾ÑÑÐ¸. 4. ÐÐ½Ð¾Ð³Ð¾ÐºÑÐ¸ÑÐµÑÐ¸Ð°Ð»ÑÐ½Ð°Ñ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ñ Ð¼ÐµÑÐ¾Ð´Ð¾Ð¼ ÑÐ¾Ñ ÑÐ°ÑÑÐ¸Ñ. ÐÐ¾Ð»ÑÑÐµÐ½Ð¸Ðµ Ð¾Ð¿ÑÐ¸Ð¼Ð°Ð»ÑÐ½ÑÐµ Ð¿Ð¾ ÐÐ°ÑÐµÑÐ¾ ÑÐµÑÐµÐ½Ð¸Ð¹. 5. ÐÐ¾Ð»ÑÑÐµÐ½Ð¸Ðµ Ð½Ð°Ð¸Ð»ÑÑÑÐµÐ³Ð¾ ÐºÐ¾Ð¼Ð¿ÑÐ¾Ð¼Ð¸ÑÑÐ½Ð¾Ð³Ð¾ ÑÐµÑÐµÐ½Ð¸Ñ Ð¸Ð· Ð¸Ð¼ÐµÑÑÐ¸ÑÑÑ ÑÐµÑÐµÐ½Ð¸Ð¹, Ð¾Ð¿ÑÐ¸Ð¼Ð°Ð»ÑÐ½ÑÑ Ð¿Ð¾ ÐÐ°ÑÐµÑÐ¾. ÐÐ»Ñ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð±ÑÐ»Ð° Ð²ÑÐ±ÑÐ°Ð½Ð° ÑÐµÑÑÐ¾Ð²Ð°Ñ ÑÑÐµÐ¼Ð° IEEE, ÑÐ¾ÑÑÐ¾ÑÑÐ°Ñ Ð¸Ð· 30 ÑÐ·Ð»Ð¾Ð². Ð Ð°ÑÑÐµÑ Ð¿Ð¾ÑÐ¾ÐºÐ° Ð¼Ð¾ÑÐ½Ð¾ÑÑÐ¸ Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´Ð¸Ð»ÑÑ Ð² Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ðµ RastrWin, Ð´Ð°Ð»ÐµÐµ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÑ Ð¾ÑÐ¿ÑÐ°Ð²Ð»ÑÐ»Ð¸ÑÑ Ð² Matlab 2015b(32 bit), Ð³Ð´Ðµ Ð¸ Ð¿ÑÐ¸Ð¼ÐµÐ½ÑÐ»Ð¸ÑÑ Ð¼ÐµÑÐ¾Ð´Ñ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸. ÐÐ¾Ð¸ÑÐº Ð½Ð°Ð¸Ð»ÑÑÑÐµÐ³Ð¾ ÐºÐ¾Ð¼Ð¿ÑÐ¾Ð¼Ð¸ÑÑÐ½Ð¾Ð³Ð¾ ÑÐµÑÐµÐ½Ð¸Ñ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÐ¾Ð² Ð½ÐµÑÑÑÐºÐ¾Ð¹ Ð»Ð¾Ð³Ð¸ÐºÐ¸. Ð ÐµÐ·ÑÐ»ÑÑÐ°ÑÑ ÑÐµÑÐµÐ½Ð¸Ñ Ð·Ð°Ð´Ð°Ñ Ð±ÑÐ»Ð¸ Ð¿ÑÐ¾Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ñ, Ð´Ð°Ð½Ñ ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐ¸Ð¸ Ðº Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¾Ð±ÑÐµÐ³Ð¾ Ð¼ÐµÑÐ¾Ð´Ð° Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ Ð¾Ð¿ÑÐ¸Ð¼Ð°Ð»ÑÐ½Ð¾Ð³Ð¾ ÑÐµÑÐµÐ½Ð¸Ñ.
description: This work is devoted to the study of multipurpose optimization in order to reduce active power losses and reduce voltage deviations in the nodes. The tasks that were solved during the study: 1. Calculation of the power flow for the IEEE30 test circuit in the RastrWin program 2. Creation of an algorithm for calling the calculation of the mode in RastrWin from Matlab. 3. Using the particle swarm method to minimize active power losses and reduce voltage deviations in the nodes separately. 4. Multicriteria optimization by the particle swarm method. Obtaining Pareto optimal solutions. 5. Obtaining the best compromise solution from the available Pareto optimal solutions. An IEEE test circuit consisting of 30 nodes was selected for the study. The power flow was calculated in the RastrWin program, then the results were sent to Matlab 2015b (32 bit), where optimization methods were applied. The search for the best compromise solution is performed using fuzzy logic tools. The results of solving the problems were analyzed, recommendations were given for the use of a general method for determining the optimal solution.