通过使用图片模糊组合妥协解决方案组决策方法优先考虑海上风电场地点的决策支持系统
Entropy (Basel, Switzerland)
|July 29, 2023
概括
选择海上风电场 (OWFS) 的地点是复杂的. 本研究介绍了一种新的混合图像模糊 (PF) 方法,将PF-PSI-SWARA-CoCoSo结合起来,以有效地确定OWFS优先级和决策支持.
科学领域:
- 可再生能源系统可再生能源系统
- 决策科学 决策科学 决策科学
- 环境管理环境管理
背景情况:
- 海上风电场选址对于可再生能源的扩张至关重要,但涉及复杂,不确定的多标准决策 (MCDM).
- 现有的方法经常在选址过程中与固有的不确定性和主观偏好作斗争.
- 需要有效的决策支持来优化海上风电能源规划.
研究的目的:
- 提出一种新的混合图像模糊 (PF) 组合妥协解决方案 (CoCoSo) 技术,以优先考虑海上风电场 (OWFS) 站点.
- 通过整合新的PF相似度指标,通用Dombi运算符和既定的权重方法来增强OWFS选择的MCDM过程.
- 为选择最佳的OWFS提供一个强大的决策支持工具.
主要方法:
- 开发了一种新的图片模糊 (PF) 相似度衡量标准,以评估专家的重要性.
- 定义了使用通用Dombi规范的PF号码的新操作规则和四个新的通用Dombi运算符.
- 使用PF偏好选择指数 (PSI) 和PF逐步权重评估比率分析 (SWARA) 模型进行客观和主观标准权重.
- 完善的CoCoSo方法与OWFS排名的PF信息相结合.
主要成果:
- 提出的PF-PSI-SWARA-CoCoSo方法已成功应用,以确定最佳的OWFS.
- 对比和敏感性分析验证了该方法的稳定性和优越性.
- 开发的方法为评估和选择合适的OWFS提供了强大的决策支持.
结论:
- 混合PF-PSI-SWARA-CoCoSo方法为复杂的OWFS选择问题提供了有效的框架.
- 整合PF集和先进的MCDM技术解决了不确定性,提高了决策准确性.
- 这种方法使利益相关者能够在海上风能规划中做出明智的决策.
更多相关视频
13:35Reefshape: A System for the Efficient Collection and Automated Processing of Time-Series Underwater Photogrammetry Data for Benthic Habitat Monitoring
Published on: June 13, 2025
438
07:13Early Detection of Cyanobacterial Blooms and Associated Cyanotoxins using Fast Detection Strategy
Published on: February 25, 2021
3.9K
相关概念视频
Decision Making: P-value Method
5.5K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
5.5K
Decision Making: Traditional Method
4.0K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
4.0K
Fast Decoupled and DC Powerflow
233
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:
233
Decision Making
143
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
143
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
71
Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
71
Response Surface Methodology
180
Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:
The process of RSM involves several key steps:
180
