基于CFD的LNG水上泄漏后果计算模型的有效性评价

    Validity evaluation of calculation model of LNG water leakage consequences based on CFD

    • 摘要: 随着国家"双碳"目标下内河液化天然气(LNG)燃料在能源结构中的占比不断提高,LNG水上泄漏后果成为其推广营运过程中首要考虑的风险因素。已有研究对LNG地面泄漏模型的有效性进行验证,然而与地面相比,水面与LNG之间存在剧烈的热交换过程,其对LNG泄漏后果的影响不可忽略。在已有研究成果的基础上,提出LNG水上泄漏水面传热模拟方法,耦合多相流模型、湍流扩散模型和燃烧模型等,利用大型LNG水上泄漏试验Falcon-1号试验和Phoenix-1号试验数据,引入相对偏差(FB)、几何平均偏差(MG)、几何平均方差(VG)、相对均方误差(MRSE)、归一化的均方误差(NMSE)和FAC2等统计学参数作为定量评价指标,对LNG水上泄漏后果计算模型进行有效性验证。结果表明:基于LNG水上泄漏水面传热模拟方法对LNG水上泄漏扩散和燃烧后果进行模拟时,各定量评价统计指标的取值均能满足模型有效性评价标准的要求,该模型未来可有效应用于LNG水上泄漏后果仿真模拟中,对LNG燃料内河营运相关政策的制定和其安全保障也具有重要的意义。

       

      Abstract: With the increasing proportion of inland LNG fuel in the energy structure under China's "dual-carbon strategy", the consequences of LNG leakage on water surfaces have become a primary risk factor in its promotion and operational processes. While some studies have verified the validity of LNG ground leakage models, the heat exchange process between water surfaces and LNG is far more intense than on land, and its impact on leakage consequences cannot be overlooked. Based on existing research, this paper proposes a heat transfer simulation method for LNG leakage on water surfaces, integrating a multiphase flow model, turbulent diffusion model, and combustion model. Using data from large-scale LNG water leakage tests (Falcon-1 and Phoenix-1), statistical parameters such as FB, MG, VG, MRSE, NMSE, and FAC2 are employed as quantitative evaluation metrics to assess LNG leakage behavior and its effects. The results demonstrate that when simulating LNG waterborne leakage, diffusion, and combustion using this method, the quantitative evaluation indices meet the model validity criteria. This confirms that the model can effectively predict the consequences of LNG waterborne leakage, providing critical insights for policymaking related to inland waterway LNG operations and fuel safety. Thus, the model can serve as a reliable tool for future LNG waterborne leakage simulations.

       

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