Abstract ▼ AI-Helper

Many shipbuilders hue been tried to accumulate the data that related the design for a long time. Because accumulated data include designer's experience and know-how of design, using accumulated data is meaning application of designer's experience and know-how. For practical using accumulated data, i...

Many shipbuilders hue been tried to accumulate the data that related the design for a long time. Because accumulated data include designer's experience and know-how of design, using accumulated data is meaning application of designer's experience and know-how. For practical using accumulated data, it is important that make system by using correlation between input data and output data . For this, this paper of study, first, analyzed correlation between geometrical character and resistance , effective horse power by using Pearson correlation coefficient ,one of the data Mining method. second, make input data to ship's geometrical character of ich having strong correlation with output data, calculate effective horse power and resistance by using Neuro-Fuzzy system. For verification of calculation, 9 of 11 container ship' data is improved data of Neuro-Fuzzy system, the others is improved verification data. After analyze rate of error between existing data and calculation data, this study verify that calculation data is similar to existing data.