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Dette er studietilbudet for studieår 2020-2021.


The course aims to provide the students with knowledge required in order to establish statistical and probabilistic models associated with uncertainties, as well as formulate and solve the equations of motion for dynamic systems in both frequency and time domains. MATLAB and Python will be introduced. The focus is on application within marine, offshore and subsea technology.

Learning outcome

The learning outcome includes the following aspects:
  • To have the insights related to properties of various statistical models and their physical applications, and establish statistical models using the principle of statistical inference.
  • To be familiar with different techniques within probabilistic analysis, including Monte Carlo simulations and transformation of variables.
  • To be able to process signals in both frequency and time domains and carry out data analysis including digital filtering and Fourier analysis.
  • To be able to establish the equations of motions for dynamic systems and solve the motions in both frequency and time domains.
  • To understand the important phenomenon in dynamic responses of simple systems, including impact loadings and resonant motions.

Contents

Properties of various statistical models and their physical applications. Statistical models using the principle of statistical inference. Monte Carlo simulation. Transformation of variables. Signal processing in both frequency and time domains (digital filters, energy estimation, de-trending, finding data errors). Direct stiffness method. Equations of motions for dynamic systems. Impact loading. Vibration and resonance. Programming in MATLAB and Python.

Required prerequisite knowledge

None.

Exam

Weight Duration Mark Supporting materials
Written exam1/14 hoursA - F

Coursework requirements

Øvinger
Mandatory exercise submission.
Five exercises must be submitted and approved in order to be eligible to take the exam.

Course teacher(s)

Course coordinator
Muk Chen Ong
Course teacher
Lin Li , Yihan Xing , Charlotte Obhrai
Head of Department
Tor Henning Hemmingsen

Method of work

6 hour lecture per week and 5 mandatory exercises.

Open to

Marine- and Offshore Technology - Master's Degree Programme

Literature

Litteratur/pensum blir publisert så snart det er klargjort av emneansvarlig/faglærer


Dette er studietilbudet for studieår 2020-2021.

Last updated: 07.08.2020