在不确定的环境下考虑需求响应补偿和碳交易的前一天最佳调度
Ze Ye1, Deping Liang1, Meihui Wang1
1School of Economics and Management, Changsha University of Science and Technology, Changsha, China.
PloS one
|June 9, 2025
概括
本研究提出了一个低碳经济调度模型,将需求响应和碳交易整合起来,以减少能源消耗和排放. 该模型优化了需求响应,碳交易和不确定性下的系统运行成本.
科学领域:
- 能源系统工程 能源系统工程
- 环境经济学环境经济学
- 优化理论 优化理论
背景情况:
- 在最大限度地减少对环境的影响的同时,平衡能源供需至关重要.
- 新能源发电和负载预测的不确定性给电网优化带来了挑战.
- 整合需求侧管理和碳定价机制可以提高电网效率和可持续性.
研究的目的:
- 开发一个低碳经济优化调度模型.
- 纳入需求响应 (DR) 和碳交易机制,以节省能源和减少排放.
- 使用模糊方法解决能源系统中的不确定性.
主要方法:
- 对不同类型的负载进行需求响应 (DR) 经济原理和补偿模型的分析.
- 开发一种奖励-惩罚梯级碳交易模式,以减少排放.
- 构建一个优化模型,尽量减少DR补偿,碳交易和运营成本.
- 应用三角模糊方法来处理预测中的不确定性.
主要成果:
- 拟议的模型有效地整合了需求响应和碳交易,以实现协同效应的低碳效应.
- 优化目标成功地将与DR,碳交易和系统运营相关的综合成本降至最低.
- 模拟和分析证实了拟议的出货模式的经济和低碳效益.
结论:
- 综合模型为实现节能和减排目标提供了可行的策略.
- 该方法有效地管理了新能源和负载预测中的不确定性.
- 该研究表明了拟议的优化调度模型的经济可行性和环境优势.
相关概念视频
Fast Decoupled and DC Powerflow
178
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:
178
Time-Domain Interpretation of PD Control
85
Proportional-Derivative (PD) control is a widely used control method in various engineering systems to enhance stability and performance. In a system with only proportional control, common issues include high maximum overshoot and oscillation, observed in both the error signal and its rate of change. This behavior can be divided into three distinct phases: initial overshoot, subsequent undershoot, and gradual stabilization.
Consider the example of control of motor torque. Initially, a positive...
Consider the example of control of motor torque. Initially, a positive...
85
Distribution Reliability and Automation
107
Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
107
Power Factor Correction
159
The power transmission to a factory involves the transfer of apparent power, a combination of active and reactive power. The power factor measures how effectively electrical power is converted into useful work output. The ratio of the real power (KW) that does the work to the apparent power (KVA) supplied to the circuit.
159
Load-frequency control
132
Load-frequency control (LFC) is vital for maintaining power system stability, ensuring that frequency and power flows remain within acceptable limits during load changes. Turbine-governor control eliminates rotor accelerations and decelerations following load changes. However, a steady-state frequency error persists when the change in the turbine-governor reference setting is zero. In an interconnected power system, each area agrees to export or import a scheduled amount of power through...
132
PD Controller: Design
194
In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
194


