一种多标准的模拟-优化合方法,用于海上石油泄漏事故的有效应急响应
Xudong Ye1, Baiyu Zhang1, Kenneth Lee2
1Northern Region Persistent Organic Pollution Control (NRPOP) Laboratory, Memorial University of Newfoundland, Faculty of Engineering and Applied Science, St. John's, NL A1B 3X5, Canada.
Journal of hazardous materials
|March 1, 2024
概括
本研究引入了多标准应急响应系统 (MC-ERS),以优化海上石油泄漏响应,显著改善石油回收,降低成本和环境损害.
科学领域:
- 环境科学 环境科学
- 化学工程是化学工程的重要组成部分.
- 运营研究 运营研究
背景情况:
- 海洋石油泄漏造成了严重的环境,社会和经济损害.
- 有效的应对策略对于减轻这些影响至关重要.
- 现有的应对系统可能缺乏对效率,成本和环境损失的全面评估.
研究的目的:
- 开发一个多标准应急响应系统 (MC-ERS),用于评估和优化海上石油泄漏反应.
- 将石油气候变化和清理的动态模拟与多阶段资源分配相结合.
- 加强在应急响应规划中的决策.
主要方法:
- 开发了一种多标准应急响应系统 (MC-ERS),采用动态多相模拟.
- 使用重量和模型来简化多标准决策.
- 采用并增强了粒子集群优化 (PSO) 算法,从而产生了C-PSO变体,用于系统优化.
- 从陆上到泄漏现场的协调资源分配.
主要成果:
- 该C-PSO算法证明了MC-ERS的增强优化性能.
- 在一个案例研究中,该系统在五天内实现了高达76.50%的石油回收.
- 运营成本减少了3.45%,环境损失减少了15.75%.
结论:
- 开发的MC-ERS有效地平衡了响应效率,运营成本和生态损失.
- C-PSO算法为复杂的应急响应场景提供了强大的优化工具.
- 这些发现显著提高了海上石油泄漏应急响应的效率和支持能力.
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