Data accompanying the thesis: Safe and resilient control for marine power and propulsion plants (Chapter 4)

<strong>***General Introduction***</strong>This dataset contains data (figures) collected as part of Chapter 4 in the doctoral thesis of Mr. Nikos Kougiatsos, M.Sc. in Delft University of Technology, 2020-2024.It is being made public both to act as supplementary data for publications of N. Kougiatsos and in order for other researchers to use this data in their own work.<br>This data is part of the project READINESS with project number TWM.BL.019.002 of the research programme ”Topsector Water \&amp; Maritime: the Blue route” which is partly financed by the Dutch Research Council (NWO).<strong>***Purpose of the collection***</strong>The purpose of these simulation was to showcase and analyse the performance of a distributed sensor fault diagnosis scheme for marine internal combustion engines.<strong>***Description of the data structure***</strong>The data included in this repository has the form of .fig, .mat and .png files. A detailed description follows next.<br><strong>results.mat </strong>: This mat file contains the recorded simulation results based on the proposed methodology in Chapter 4 and the considered fault scenario<strong>Chapter_4_Figure_X_desc.fig</strong>: These files hold the plotting information corresponding to Figure 'X' of Chapter 4 in .fig format. The contents of each Figure are briefly described by 'desc'.<strong>Chapter_4_Figure_X_desc.png</strong>: These files hold the plotting information corresponding to Figure 'X' of Chapter 4 in .png format. The contents of each Figure are briefly described by 'desc'.<strong>README.txt: </strong>Contains instructions regarding the use of the dataset<br><strong>***Dependencies***</strong>To read the simulation results and the plots, I used MATLAB R2021b. However, I believe that also other versions of MATLAB may work as well.

**总体介绍**
本数据集包含尼科斯·库吉亚索斯（Nikos Kougiatsos）先生2020-2024年于代尔夫特理工大学（Delft University of Technology）完成的博士论文第4章所采集的数据（含图表数据）。本数据集公开发布，既可作为库吉亚索斯先生发表成果的补充数据，也可供其他研究人员用于自身研究工作。
本数据隶属于"水上与海事顶级领域：蓝色航道"（Topsector Water & Maritime: the Blue route）研究计划下的READINESS项目，项目编号为TWM.BL.019.002，该项目由荷兰研究委员会（NWO）部分资助。

**数据采集目的**
本次仿真数据的采集目的为展示并分析面向船舶内燃机的分布式传感器故障诊断方案的性能。

**数据结构说明**
本仓库包含的数据格式为.fig、.mat及.png文件，下文将对各类文件进行详细说明。
**results.mat**：该MATLAB数据文件包含基于第4章所提方法与预设故障场景得到的仿真记录结果。
**Chapter_4_Figure_X_desc.fig**：此类文件以.fig格式存储第4章中编号为"X"的图表的绘图信息，文件名中的"desc"为对应图表内容的简要说明。
**Chapter_4_Figure_X_desc.png**：此类文件以.png格式存储第4章中编号为"X"的图表的绘图信息，文件名中的"desc"为对应图表内容的简要说明。
**README.txt**：包含本数据集的使用说明。

**依赖环境**
本数据集的仿真结果与绘图文件可通过MATLAB R2021b读取，经测试，其他版本的MATLAB大概率也可正常读取该数据集。

搜集汇总

背景与挑战

背景概述

该数据集是Nikos Kougiatsos博士论文第4章的配套数据，包含船舶内燃机分布式传感器故障诊断方案的仿真结果和图表文件（.fig、.mat、.png格式），用于展示和分析诊断方案的性能。数据集属于海洋工程和运输领域，采用CC BY 4.0许可。