数据驱动的船舶能效三维动态仿真与虚实融合验证方法

    Data-driven three-dimensional dynamic simulation and virtual-reality fusion verification method of ship energy efficiency

    • 摘要: 为解决船舶能效优化效果难以实现实船验证的难题,开展船舶能效三维动态仿真与虚实融合验证方法研究。基于数字孪生仿真建模的思想,构建了船舶三维模型、多时空虚拟场景以及数据驱动的船舶能效优化模型,研究了孪生数据映射与虚实交互控制方法。结合实船及复杂海况数据,设计了船舶能效三维动态仿真系统,提出了基于数字孪生的船舶能效优化虚实融合验证方法。实例分析结果表明,所提出的方法可以验证在相同航行环境和运行场景条件下船舶油耗降低约2.2%。所设计的船舶能效三维动态仿真系统可以再现船舶航行场景及运行状态,通过采用虚实融合验证方法,可以实现船舶能效优化模型与算法有效性的验证分析。

       

      Abstract: In order to solve the problem of ship energy efficiency optimization effect that is difficult to be verified on real ships,it is necessary to carry out the research on three-dimensional(3D) dynamic simulation and virtual-reality fusion verification method of ship energy efficiency.Based on the idea of digital twin simulation modeling,a ship 3D model,a multi-temporal virtual scene,and a data-driven ship energy efficiency optimization model are constructed,and twin data mapping and virtual-reality interaction control methods are studied.Combined with the real ship and complex sea state data,a ship energy efficiency 3D dynamic simulation system is designed,and a virtual-reality fusion verification method for ship energy efficiency optimization based on digital twin is proposed.The analysis results of a case study show that the proposed method can verify that the fuel consumption of a ship can be reduced by about 2.2% under the same sailing environment and operation scenario conditions.The designed 3D dynamic simulation system for ship energy efficiency can reproduce the navigation scene and operation state of the ship,and the verification analysis of the effectiveness of the ship energy efficiency optimization model and algorithm can be realized by adopting the virtual-reality fusion verification method and fiction.

       

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