The work address the problem of modeling the dynamical oscillating behavior during both unstable and stable operations, of an experimental thermosyphon. A standard RBF artificial neural network-based prediction model ...The work address the problem of modeling the dynamical oscillating behavior during both unstable and stable operations, of an experimental thermosyphon. A standard RBF artificial neural network-based prediction model was developed for predicting the oscillating heat transfer of thermosyphon by means of input-output experimental measurements with the characteristics of time series. A comparison of prediction values between the RBF network and the MLP network was giving.The precision of RBF network was higher than that of the other neural networks such as BP-MLP network etc . The dynamical model of RBF network could be used to describe, predict and control the heat transfer process of a thermosyphon or a heat pipe system.展开更多
阐明了工况传递路径分析方法(Operational Transfer Path Analysis,OTPA)的基本原理和分析流程;基于单路径隔振系统进行传递函数计算和精度分析;利用OTPA方法对3路径隔振系统的每条路径进行振动传递能力分析,并利用路径的振动传递贡献...阐明了工况传递路径分析方法(Operational Transfer Path Analysis,OTPA)的基本原理和分析流程;基于单路径隔振系统进行传递函数计算和精度分析;利用OTPA方法对3路径隔振系统的每条路径进行振动传递能力分析,并利用路径的振动传递贡献量确定出振动传递的关键路径。分析方法和流程能为机械系统振动或噪声源定位、传递机理分析、振动或噪声控制提供研究基础。展开更多
文摘The work address the problem of modeling the dynamical oscillating behavior during both unstable and stable operations, of an experimental thermosyphon. A standard RBF artificial neural network-based prediction model was developed for predicting the oscillating heat transfer of thermosyphon by means of input-output experimental measurements with the characteristics of time series. A comparison of prediction values between the RBF network and the MLP network was giving.The precision of RBF network was higher than that of the other neural networks such as BP-MLP network etc . The dynamical model of RBF network could be used to describe, predict and control the heat transfer process of a thermosyphon or a heat pipe system.
文摘阐明了工况传递路径分析方法(Operational Transfer Path Analysis,OTPA)的基本原理和分析流程;基于单路径隔振系统进行传递函数计算和精度分析;利用OTPA方法对3路径隔振系统的每条路径进行振动传递能力分析,并利用路径的振动传递贡献量确定出振动传递的关键路径。分析方法和流程能为机械系统振动或噪声源定位、传递机理分析、振动或噪声控制提供研究基础。
