实时估计一个拖拉式吸管疏船的平均沙粒直径和沙床高度和质量
Bolong Zhou1,2, Menghong Yu3, Xianhui Zhou2
1School of Ocean, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, China.
Scientific reports
|November 16, 2024
概括
这项研究估计了使用先进颗粒过器的关键拖拉式吸管疏机 (TSHD) 变量,例如平均沙粒直径. 连续离散反颗粒过器 (CD-FPF-CG) 在TSHD操作中表现出卓越的准确性和效率.
科学领域:
- 海洋工程 海洋工程
- 沉积物运输动态 沉积物运输动态
- 计算流体动力学的流体动力学.
背景情况:
- 斯皮尔霍珀沉积对于拖拉式吸管霍珀疏机 (TSHD) 的效率至关重要.
- 估计平均沙粒直径是具有挑战性的,因为在疏过程中土壤不断变化.
研究的目的:
- 开发和比较关键TSHD变量在线估计方法.
- 确定最准确和最有效的颗粒过器,以估计平均沙粒直径,沙床高度和质量.
主要方法:
- 应用式启动式粒子过器 (BPF),高斯粒子群优化粒子过器 (GPSO-PF),辅助粒子过器 (APF) 和两个连续离散反粒子过器 (CD-FPF-CG,CD-FPF-GL).
- 使用了简化的一维沉积模型,并模拟了加载数据.
- 使用模拟化多种群遗传算法 (SAMPGA) 进行初始参数确定.
主要成果:
- 与BPF,GPSO-PF,APF和CD-FPF-GL相比,CD-FPF-CG方法显示出更高的数值精度和效率.
- 建议使用CD-FPF-CG来实时估计TSHD操作变量.
结论:
- CD-FPF-CG为在线估计关键疏参数提供了强大的解决方案.
- 精确估计沙粒直径和床特性,提高了TSHD的负载产量和运营效率.
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