Optimization and Predictive Modeling of Magnetohydrodynamic Flow Characteristics in a Disaligned Channel Using Response Surface Methodology
收藏资源简介:
This dataset contains the design of experiments (DOE) data and statistical modeling files used in the study "Optimization and Predictive Modeling of Magnetohydrodynamic Flow Characteristics in a Disaligned Channel Using Response Surface Methodology". The dataset includes 27 simulation runs generated using Response Surface Methodology (RSM), comprising the input parameters disaligned section length (D), channel thickness (T), and channel width (W), along with the corresponding responses of peak velocity, pressure drop, and electric potential. The repository also includes the Design-Expert project file used for ANOVA analysis, regression model development, response surface generation, and optimization. The numerical data were obtained from three-dimensional magnetohydrodynamic simulations performed using the ANUPRAVAHA solver.
本数据集包含研究《基于响应面法的错位通道内磁流体流动特性优化与预测建模》中所用的实验设计(Design of Experiments, DOE)数据与统计建模文件。该数据集包含通过响应面法(Response Surface Methodology, RSM)生成的27组仿真运行结果,涵盖输入参数:错位段长度(D)、通道厚度(T)及通道宽度(W),以及对应的输出响应:峰值速度、压降与电势。该存储库还包含用于方差分析(ANOVA)、回归模型构建、响应面生成与优化的Design-Expert项目文件。本数据集的数值数据源自使用ANUPRAVAHA求解器完成的三维磁流体仿真。



