优化框架,以实现高效和稳健的可再生能源中心运行
Majid Hosseina1, Mahmoud Samiei Moghaddam2, Mohamad Mehdi Khademi2
1Department of Electrical Engineering, Hakim Sabzevari University, Sabzevar, Iran. majidhosseina@gmail.com.
Scientific reports
|October 14, 2025
概括
本研究介绍了可再生能源中心的先进优化框架,增强了能源管理. 新模型通过整合可再生能源和存储解决方案来提高灵活性和经济性能.
科学领域:
- 能源系统工程 能源系统工程
- 优化理论 优化理论
- 整合可再生能源的整合
背景情况:
- 可再生能源在能源管理中带来了变化和复杂性.
- 现有的能源管理系统需要提高灵活性和效率.
- 集成的电气和热网络需要先进的优化,以保持稳定.
研究的目的:
- 为可再生能源中心开发先进的优化框架.
- 改进综合电热网络中的能源管理.
- 解决可再生能源的变化问题,并整合储能解决方案.
主要方法:
- 一种两层优化方法:上层是为了利最大化,下层是为了成本最小化.
- 纳入一个市场清算价格模型,以提高运营效率.
- 应用一个强大的优化模型与决策依赖的不确定性和多面体不确定性集.
主要成果:
- 拟议的框架将目标功能增加了大约3%.
- 与Benders分解方法相比,实现了25%更快的溶解时间.
- 在案例研究中证明了提高灵活性和经济绩效.
结论:
- 先进的优化框架显著提高了能源中心的性能.
- 该方法为管理现代复杂的能源系统提供了可行的解决方案.
- 在不确定性下做出强有力的决策对于可再生能源的整合至关重要.
更多相关视频
05:30Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
Published on: September 8, 2023
1.1K
10:36Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption
Published on: November 3, 2023
2.1K
相关概念视频
Maximum Power Flow and Line Loadability
589
The maximum power flow for lossy transmission lines is derived using ABCD parameters in phasor form. These parameters create a matrix relationship between the sending-end and receiving-end voltages and currents, allowing the determination of the receiving-end current. This relationship facilitates calculating the complex power delivered to the receiving end, from which real and reactive power components are derived.
589
Maximum Power Transfer
819
Numerous practical applications within engineering disciplines, such as telecommunications, necessitate optimizing power delivery to a connected load. This pursuit, however, entails inherent internal losses, which can either equal or exceed the power supplied to the load. The Thevenin equivalent circuit is helpful in finding the maximum power a linear circuit can deliver to a load. It is assumed in this context that the load resistance can be adjusted.
By substituting the entire circuit with...
By substituting the entire circuit with...
819
Wind Turbine Machine Models
562
In the growing field of wind energy, incorporating wind turbine models into transient stability analysis is essential. Induction and synchronous machines are the primary models used, with induction machines being prevalent due to their simplicity and reliability.
Induction machines interact through the rotating magnetic field generated by the stator and the rotor. The key parameter is slip, which is the difference between synchronous speed and rotor speed relative to synchronous speed. Slip is...
Induction machines interact through the rotating magnetic field generated by the stator and the rotor. The key parameter is slip, which is the difference between synchronous speed and rotor speed relative to synchronous speed. Slip is...
562
Fast Decoupled and DC Powerflow
726
The fast decoupled power flow method addresses contingencies in power system operations, such as generator outages or transmission line failures. This method provides quick power flow solutions, essential for real-time system adjustments. Fast decoupled power flow algorithms simplify the Jacobian matrix by neglecting certain elements, leading to two sets of decoupled equations:
726
Energy Conservation and Bernoulli's Equation
10.5K
Applying the conservation of energy principle or the work-energy theorem to an incompressible, inviscid fluid in laminar, steady, irrotational flow leads to Bernoulli's equation. It states that the sum of the fluid pressure, potential, and kinetic energy per unit volume is constant along a streamline.
All the terms in the equation have the dimension of energy per unit volume. The kinetic energy per unit volume is called the kinetic energy density, and the potential energy per unit volume is...
All the terms in the equation have the dimension of energy per unit volume. The kinetic energy per unit volume is called the kinetic energy density, and the potential energy per unit volume is...
10.5K
Distributed Loads: Problem Solving
1.1K
Beams are structural elements commonly employed in engineering applications requiring different load-carrying capacities. The first step in analyzing a beam under a distributed load is to simplify the problem by dividing the load into smaller regions, which allows one to consider each region separately and calculate the magnitude of the equivalent resultant load acting on each portion of the beam. The magnitude of the equivalent resultant load for each region can be determined by calculating...
1.1K
