書誌事項

Model-based monitoring and statistical control

Kohei Ohtsu ; translated by Genshiro Kitagawa and O2 Memorial Project

(Interdisciplinary statistics)

CRC Press, 2024

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注記

Includes bibliographical references and index.

収録内容

  • Covariance function and spectrum
  • Fourier transform and its properties
  • Statistical estimation of spectrum
  • Analysis of linear systems
  • Cross-spectrum analysis of ship and engine motions in waves
  • Continuous and discrete time series
  • Autoregressive modeling of ship and engine motions
  • Monitoring of slowly changing ship and engine motions
  • Analysis and prediction of ship and engine motions using state-space models
  • Estimation of trend and seasonal adjustment models and time-varying spectrum
  • On shore simulation of ship's motions at sea
  • Multivariate autoregressive model and statistical analysis of ship and engine motions
  • Optimal control of ships by statistical modeling
  • Introduction to maneuvering, ship motions, and propulsion theory
  • Basics of probability
  • Kalman filter
  • Statistical optimal control theory.

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