优化微电网性能:以可再生能源充电电动汽车和储能系统的战略整合,以实现总运营成本和减排最小化
Obaid Aldosari1, Ziad M Ali1,2, Shady H E Abdel Aleem3
1Department of Electrical Engineering, College of Engineering in Wadi Alddawasir, Prince Sattam Bin Abdulaziz University, Wadi Alddawasir, Saudi Arabia.
PloS one
|October 3, 2024
概括
这项研究通过整合可再生能源 (RES),电动汽车 (EV) 和电池存储系统 (BSS) 来优化微电网 (μG) 能源管理. 多目标优化平衡了成本降低和排放最小化,以实现可持续的μG运行.
科学领域:
- 能源系统工程 能源系统工程
- 环境科学 环境科学
- 优化理论 优化理论
背景情况:
- 微电网 (μG) 面临着由于可再生能源 (RES) 和电动汽车 (EV) 充电需求的增加而带来的运营挑战.
- 集成电池存储系统 (BSS) 和电动汽车充电站对于高效的μG管理至关重要.
- 平衡运营成本和环境影响是现代μG的一个关键挑战.
研究的目的:
- 为μG能源管理引入一个多目标优化模型.
- 尽量减少总运营成本和排放,同时考虑BSS和EV充电负载.
- 评估将BSS与电动汽车充电站集成的好处.
主要方法:
- 为最佳能源管理 (EM) 开发了一种前一天调度模型.
- 克里尔群算法 (KHA) 用于多目标优化.
- 分析了三个案例研究,重点关注成本,利和减排.
主要成果:
- BSS和EV充电站的整合显著提高了μG的运营效率.
- 最佳的时间安排可以降低整体运营成本,并最大限度地减少对环境的影响.
- 在KHA有效地为复杂的,非线性μG系统找到最佳解决方案.
结论:
- 将电动汽车充电基础设施与可再生能源和BSS相结合,为增加能源需求提供了一个可持续的解决方案.
- 拟议的多目标优化战略有效地平衡了经济和环境目标.
- 这项研究证明了集成能源管理的可行性和好处.
相关概念视频
Batteries and Fuel Cells
A battery is a galvanic cell that is used as a source of electrical power for specific applications. Modern batteries exist in a multitude of forms to accommodate various applications, from tiny button batteries such as those that power wristwatches to the very large batteries used to supply backup energy to municipal power grids. Some batteries are designed for single-use applications and cannot be recharged (primary cells), while others are based on conveniently reversible cell reactions that...
Reducing Line Loss
In a three-phase circuit, line loss is an indicator of energy dissipated as heat due to the resistance of transmission lines. To address this, incorporating transformers into the system—a step-up transformer at the source and a step-down transformer at the load—is a strategic solution. Two three-phase transformers are introduced to improve this.
With a step-up transformer at the source, the voltage is increased, thereby reducing the current in the transmission lines since power loss in...
With a step-up transformer at the source, the voltage is increased, thereby reducing the current in the transmission lines since power loss in...
Power System Distribution
Power system distribution involves delivering electrical energy from power plants to consumers through a network of transmission and distribution systems. The process begins at power plants, where energy from coal, gas, nuclear, water, and wind is converted into electrical energy. These plants use three-phase generators, typically rated between 50 to 1300 MVA, with terminal voltages ranging from a few kV to 20 kV, depending on the size and age of the units.
The transmission system is designed...
The transmission system is designed...
Transformers in Distribution System
Transformers in distribution systems can be broadly categorized into distribution substation transformers and other distribution transformers. They are crucial for stepping down high transmission voltages to levels suitable for distribution and end-user applications.
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
Environmental Applications of Microorganisms
Microorganisms play a pivotal role in maintaining ecosystem balance by recycling essential elements such as carbon, nitrogen, and phosphorus, as well as supporting processes like bioremediation, wastewater treatment, and biofuel production.Microbes in Elemental CyclesIn the carbon cycle, microorganisms decompose organic matter, releasing carbon dioxide via aerobic respiration. This carbon dioxide is subsequently used by photosynthetic organisms to synthesize organic compounds, closing the...
Microbial Fuel Cells
Microbial fuel cells (MFCs) are bioelectrochemical devices that generate electricity by exploiting the metabolic processes of electrogenic bacteria. These systems provide a renewable energy source and serve as an innovative method for treating organic waste, such as wastewater.A typical MFC consists of two chambers: an anoxic (oxygen-free) compartment that houses the bacteria and an oxic (oxygen-rich) compartment that contains oxygen as the terminal electron acceptor. Many MFCs use proton...


