TY - JOUR
T1 - Optimal Placement and Sizing of Distributed Generators Based on Equilibrium Optimizer
AU - Zhang, Weiwei
AU - Wang, Shuliang
N1 - Publisher Copyright:
Copyright © 2022 Zhang and Wang.
PY - 2022/8/16
Y1 - 2022/8/16
N2 - To solve the problems of environmental pollution and energy consumption, there is an urgent need to develop clean and renewable energy to maintain the sustainable development of society. Therefore, distributed generation (DG) has attracted engineers’ extensive attention. However, DG output of is usually random and intermittent. When connected to different locations, different sizing, and different distribution networks, it will have varying impact on the safe and stable operation of the power system. When choosing the optimal DG access scheme, planners must consider the impact of size, type, and location to ensure that power grid operation is safe, stable, reliable, and efficient. Therefore, this article proposes an objective function considering power losses, voltage profile, and pollution emission, which is solved by equilibrium optimizer (EO). Finally, the effectiveness of the proposed strategy is verified based on IEEE 33 and 69-bus distribution networks. The results show that the strategy can effectively improve the pollution emission of the system, effectively reduce power loss, and improve the voltage profile.
AB - To solve the problems of environmental pollution and energy consumption, there is an urgent need to develop clean and renewable energy to maintain the sustainable development of society. Therefore, distributed generation (DG) has attracted engineers’ extensive attention. However, DG output of is usually random and intermittent. When connected to different locations, different sizing, and different distribution networks, it will have varying impact on the safe and stable operation of the power system. When choosing the optimal DG access scheme, planners must consider the impact of size, type, and location to ensure that power grid operation is safe, stable, reliable, and efficient. Therefore, this article proposes an objective function considering power losses, voltage profile, and pollution emission, which is solved by equilibrium optimizer (EO). Finally, the effectiveness of the proposed strategy is verified based on IEEE 33 and 69-bus distribution networks. The results show that the strategy can effectively improve the pollution emission of the system, effectively reduce power loss, and improve the voltage profile.
KW - distributed generation
KW - equilibrium optimizer
KW - meta-heuristic
KW - optimal placement and sizing
KW - power system
UR - http://www.scopus.com/inward/record.url?scp=85137692032&partnerID=8YFLogxK
U2 - 10.3389/fenrg.2022.936566
DO - 10.3389/fenrg.2022.936566
M3 - Article
AN - SCOPUS:85137692032
SN - 2296-598X
VL - 10
JO - Frontiers in Energy Research
JF - Frontiers in Energy Research
M1 - 936566
ER -