Tank level robust control of LNG carrier based on hyperbolic tangent function nonlinear modification

IF 2.7 4区 工程技术 Q2 TRANSPORTATION SCIENCE & TECHNOLOGY Transportation Safety and Environment Pub Date : 2024-03-14 DOI:10.1093/tse/tdae010
Zongkuo Li, Xianku Zhang, Junpeng Huang
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Abstract

To achieve better control effect of the controller on the liquid level of LNG carrier and achieve the goal of energy saving and carbon reduction. This paper took the loaded square tank of an S175 high-speed container ship as the research plant, combined with the closed-loop gain-shaping algorithm (CGSA) and nonlinear modification technology to further optimize the controller. We initially employed a third-order CGSA approach in formulating the foundation of our linear controller. Subsequently, we introduced a non-linear modification to this controller by harnessing the power of the hyperbolic tangent function, and the control effect is verified by the MATLAB simulation experiment. Based on the outcomes of our MATLAB simulations, by integrating the third-order CGSA technique and introducing non-linear modification through the hyperbolic tangent function, we observed a significant enhancement in the controller's performance. Specifically, it outperformed the traditional PID controller by a substantial margin, demonstrating a remarkable 19% boost in control efficacy. Additionally, it provides better energy savings than the non-linear controller. The controller designed in this paper has a better control effect on liquid tank level control of LNG ships, the control process is more energy-saving, and the purpose of carbon reduction is realized.
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基于双曲正切函数非线性修正的液化天然气运输船储罐液位稳健控制
为使控制器对液化天然气船液面的控制效果更佳,实现节能减碳的目标。 本文以 S175 高速集装箱船的装载方舱为研究装置,结合闭环增益整形算法(CGSA)和非线性修正技术,进一步优化控制器。我们最初采用了三阶 CGSA 方法来制定线性控制器的基础。随后,我们利用双曲正切函数的力量对该控制器进行了非线性修正,并通过 MATLAB 仿真实验验证了控制效果。 根据 MATLAB 仿真结果,通过整合三阶 CGSA 技术并通过双曲正切函数引入非线性修正,我们观察到控制器的性能有了显著提升。具体来说,它的性能大大优于传统的 PID 控制器,控制效率显著提高了 19%。此外,与非线性控制器相比,它还能提供更好的节能效果。 本文设计的控制器对液化天然气船的液舱液位控制效果更好,控制过程更节能,实现了减碳的目的。
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来源期刊
Transportation Safety and Environment
Transportation Safety and Environment TRANSPORTATION SCIENCE & TECHNOLOGY-
CiteScore
3.90
自引率
13.60%
发文量
32
审稿时长
10 weeks
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