.png){kind=icon}
返回
Enhancing Grid-Connected Microgrid Power Dispatch Efficiency Through Bio-Inspired Optimization Algorithms
.png){kind=icon}
OA
AI
DOI：10.1109/ACCESS.2024.3360340.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This work tackles the scheduling challenge of microgrids for smart homes, aiming to optimize energy management with both renewable and non-renewable sources. A power control center orchestrates the microgrid, coordinating distributed energy resources (DERs) for peak demand fulfillment and excess energy utilization. We propose a proportional-integral control system for efficient demand response, achieving reduced post-scheduling costs and a peak-to-average ratio. Comparative analysis reveals Ant Colony Optimization outperforms Binary Particle Swarm Optimization in cost and peak-to-average ratio reduction. Simulations explore two scenarios: Case 1 integrates with the main grid for reliability, while Case 2 utilizes solely renewable energy sources. Although Case 2 exhibits superior performance, Case 1's dependence on the main grid offers greater real-world feasibility. Therefore, Case 1 with optimized DER scheduling emerges as the recommended solution for enhancing microgrid efficiency and ensuring reliable power supply in smart homes.
Keyword:
Microgrid
real-time pricing
renewable resources
PV systems
wind energy systems
demand-side management
mixed integer linear problem
supply-side management
chance constrained optimization
期刊
IF:
3.6
论文数:
9.8W
被引数:
29.4W
机构
引用论文
Nontraditional security and China's transnational narcotics control in northern Laos and Myanmar
PREAI
分享收藏Interval number optimization for household load scheduling with uncertainty.png)
ENERGY AND BUILDINGS
ENERGY AND BUILDINGSIF7.1
PREAI
分享收藏Exploiting heuristic algorithms to efficiently utilize energy management controllers with renewable energy sourcesENERGY AND BUILDINGS
ENERGY AND BUILDINGSIF7.1
PREAI
分享收藏Performance optimization of integrated gas and power within microgrids using hybrid PSO-PS algorithm
OAAI
OAAI分享收藏A particle swarm optimization based power dispatch algorithm with roulette wheel re-distribution mechanism for equality constraintRENEWABLE ENERGY
RENEWABLE ENERGYIF9.1
PREAI
分享收藏
查看更多内容