High Endurance and Sustainable Systems Design

Ship Performance Data Analysis 

a) Calm Sea State Filtering
Removal of data collected from rough water and shallow sea. This ensures more consistent data.

b)Outliers Removal (Box Plot)
Using interquartile value to create a boundary

c) Clustering
Grouping of data points to reduce the impact of outliers.

d) Threshold
Using the value of the previous data points, set an acceptance range of +/- differences

e) Data

Data from sensors are very dispersed and noisy. Data segmented at various draft - benchmarking standard does not reflect theoretical knowledge (higher the draft higher the curve line)

 f) GUI

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