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相关概念视频

Continuous Charge Distributions01:17

Continuous Charge Distributions

7.1K
Imagine a bucket of water. It contains many molecules, of the order of 1026 molecules. Thus, although it contains discrete elements (molecules) at the microscopic level, macroscopically, it can be considered continuous. Small volume elements of water, infinitesimal compared to the bulk of the bucket's volume, still contain many molecules. Under this framework, quantized matter is approximated as continuous for practical purposes.
The electric charge can also be subjected to an analogical...
7.1K
Energy Conservation and Bernoulli's Equation01:16

Energy Conservation and Bernoulli's Equation

7.2K
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...
7.2K
Maximum Power Transfer01:16

Maximum Power Transfer

1.2K
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...
1.2K
Electrochemical Systems01:24

Electrochemical Systems

179
Electrochemical systems provide a fascinating insight into the dynamic interplay of charged species within various phases. One notable example is the interaction between a membrane permeable to K⁺ ions but not to Cl⁻ ions, separating an aqueous KCl solution from pure water. As K⁺ ions diffuse through the membrane, they generate net charges on each phase, leading to a potential difference between them.Similarly, when a piece of Zn is immersed in an aqueous ZnSO₄ solution,...
179
Maximum Power Flow and Line Loadability01:23

Maximum Power Flow and Line Loadability

777
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.
777
Fast Decoupled and DC Powerflow01:24

Fast Decoupled and DC Powerflow

961
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:
961

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相关实验视频

Updated: May 5, 2026

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit

Published on: September 8, 2023

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尽量减少系统:电动汽车充电调度的双相优化方法

Wenpeng Yuan1, Lin Guan1

  • 1School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China.

Entropy (Basel, Switzerland)
|March 28, 2025
PubMed
概括

这项研究介绍了在农村电网中充电电动汽车 (EV) 的两阶段优化,结合了粒子群优化和Q学习. 该方法通过最大限度地减少电压偏差和过载来提高电网稳定性和用户满意度.

科学领域:

  • 电气工程 电气工程
  • 优化理论 优化理论
  • 人工智能的人工智能

背景情况:

  • 农村配电网络面临着管理可变电动汽车 (EV) 充电负载的挑战.
  • 由于非协调的电动汽车充电,发电分配的不确定性和混乱性增加.

研究的目的:

  • 制定一个强大的两阶段优化战略,以在农村网络中制定电动汽车充电时间表.
  • 为了尽量减少电压偏差,线路过载和系统,同时最大限度地提高用户满意度.

主要方法:

  • 一种混合方法,将粒子群优化 (PSO) 结合起来,用于初始规划和Q学习,用于实时适应.
  • PSO优化充电时间表,以减少电压偏差和过载.
  • 基于实时的电网条件,Q-learning 动态调整了充电计划.

主要成果:

  • 电压偏差从5.8%减少到1.9%.
  • 最大负载系数从95%降至82%.
  • 平均客户满意度从75%提高到88%.

结论:

  • 拟议的两阶段战略有效地平衡了电网可靠性和电动汽车集成的用户便利性.
关键词:
这就是Q-learning.分销网络的分销网络的分销网络.电动汽车充电 电动汽车充电尽量减少系统.粒子群集优化 粒子群集优化农村电力系统 农村电力系统

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  • 这种方法为农村电力系统中管理电动汽车充电提供了实用解决方案.
  • 该策略显著降低了系统并提高了整体电网性能.