Scripts for cleaning and analysis of data from SOFC experiment on inclination test-bench.

This data set contains the scripts used for importing, trimming, cleaning, analysing, and plotting a large dataset of inclination experiments with an SOFC module. The measurement data is confidential, so it could not be published alongside the scripts. One row of dummy input data is published to illustrate the structure of the analysed data. The analysis is used for the journal paper "Experimental Evaluation of a Solid Oxide Fuel Cell System Exposed to Inclinations and Accelerations by Ship Motions".<br>The scripts contain:- A script that reads the data, removes unusable data and transforms into analysable dataframes (Clean and trim.R)- Two files to make a wide variety of plots (Plotting.R and Specificplots.R)- A file data does a Gaussian Progress regression to estimate the degradation rate (Degradation estimation.R)

本数据集包含固体氧化物燃料电池（SOFC）模组倾斜实验大型数据集的导入、裁剪、清洗、分析与绘图所用脚本。因实测数据涉及保密范畴，未随脚本同步公开。为说明分析数据的结构，本数据集仅公开一行虚拟输入数据。本分析工作对应期刊论文《基于船舶运动引发倾斜与加速度工况的固体氧化物燃料电池系统实验评估》（Experimental Evaluation of a Solid Oxide Fuel Cell System Exposed to Inclinations and Accelerations by Ship Motions）。
所附脚本包括：
1. 一份用于读取数据、剔除无效数据并将其转换为可分析数据框的脚本（Clean and trim.R）；
2. 两份用于生成各类绘图的文件（Plotting.R 与 Specificplots.R）；
3. 一份通过高斯过程回归（Gaussian Progress regression）估算退化速率的脚本（Degradation estimation.R）