Model development dataset

Data was acquired using data aquisiton interface in a laboratory on a flow control unit. The data has been transformed into two excel spreadsheets which was later used in Matlab. This dataset also consists of three Matlab codes. First one is the code for the experiment in which the ANN models were developed. Second Matlab code is the code for data importing from the excel spreadsheets and the third Matlab code is the data preparation code for the Simulink purposes in order to test the models. This data repository is a part of an ongoing research, aiming to examine the potential of the ANN in fluid flow processes modeling onboard a ship.

本数据集通过实验室中流量控制单元上的数据采集接口（data acquisition interface）采集所得。采集得到的数据已被整理为两份Excel电子表格，可在Matlab环境中调用。本数据集还包含三份Matlab代码：第一份代码用于开展人工神经网络（Artificial Neural Network, ANN）模型的构建实验；第二份代码用于从Excel电子表格中导入数据；第三份代码则是为在Simulink环境中测试模型而开发的数据预处理代码。本数据集属于一项正在推进的研究的组成部分，该研究旨在探究人工神经网络（ANN）在船载流体流动过程建模中的应用潜力。