开发一个集成反应堆模型包,以优化硫生产单元的运行模式
Batyr Orazbayev1, Nazgul Kurbangaliyeva1, Kulman Orazbayeva2
1Faculty of Information Technologies, L.N. Gumilyov Eurasian National University, 010008, Astana, Kazakhstan.
Scientific reports
|April 19, 2025
概括
本研究引入了一种新的方法来建模具有不确定的参数的复杂工业系统,开发硫生产反应堆的混合模型. 新方法可以系统地优化操作模式,以提高效率.
科学领域:
- 化学工程是化学工程的重要组成部分.
- 工艺系统工程 工艺系统工程
- 模糊系统理论 模糊系统理论
背景情况:
- 炼油复杂的技术系统面临着由于模拟和优化不确定的输入数据的挑战.
- 现有用于模拟具有模糊参数的这些系统的现有方法未得到充分探索和解决.
- 精确的建模对于优化工业过程中的操作模式至关重要.
研究的目的:
- 解决模糊参数复杂技术系统建模不确定性的挑战.
- 提出一个概念和算法,用于开发模拟包,用于模糊系统的相互连接单元.
- 为硫生产反应堆创建混合模型,以确定硫产量和质量.
主要方法:
- 技术模糊系统模型包的概念开发.
- 实现一个算法来创建混合模型 (统计,模糊,语言).
- 创建一个软件套件来模拟和优化反应堆系统运行.
主要成果:
- 在硫生产单元中开发了相互连接的反应堆 (克劳斯热反应堆,冷床吸收) 的混合模型.
- 模型包允许系统建模和选择最佳操作模式.
- 创建了一个软件套件,用于计算机模拟和优化反应堆系统.
结论:
- 拟议的方法提供了一个系统的方法来建模和优化复杂的技术系统与模糊的参数.
- 开发的混合模型和软件套件有效地确定了硫生产量和质量指标.
- 该研究证明了拟议的建模和优化方法相对于现有方法的优势.
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