Engineering Analysis and Modelling

Unit code: NEM3101 | Study level: Undergraduate
Credit points
12
(Generally, 1 credit = 10 hours of classes and independent study.)
Location
Footscray Park
Prerequisites
NEM2104 - Numerical Modelling of Mechanical Systems
(Or equivalent to be determined by unit coordinator)
Overview
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Overview

This Unit of Study addresses a range of modern and sophisticated techniques for analysing random data and processes that are pertinent to engineering. With increasing reliance on the monitoring of systems and machines as well as intensive measurement of environmental process related to engineering systems, a thorough appreciation of the various techniques available to analyse the data is essential for Mechanical Engineers. Application examples include: Atmospheric processes (temperature humidity and wind), ocean waves, seismic motion, road surfaces and structures, vehicle vibrations, acoustics, rotating and reciprocating machines, biomedical applications and many more. Students will be introduced to various techniques for dealing with dynamic processes focussing on random / non-deterministic processes. These include, statistical distributions, moving statistics, Frequency analysis (including Fourier Analysis and the Fourier Transform, Frequency Response Functions), digital sampling and filters and the Laplace Transform.

Learning Outcomes

On successful completion of this unit, students will be able to:

  1. Employ appropriate Frequency domain analysis techniques on various signal types and properly interpret the results;
  2. Evaluate the frequency response functions of mechanical systems using Fourier analysis;
  3. Formulate the correct strategies for sampling a variety of signal types and applying the appropriate digital filter;
  4. Employ appropriate statistical analyses on a range of data sets;
  5. Apply Laplace transform techniques to solve differential equations related to mechanical systems; and
  6. Create and validate computer code to perform the above analyses and produce written technical reports individually and as part of a team.

Assessment

For Melbourne campuses

Students will work in groups to prepare the portfolios.

Assessment type: Portfolio
|
Grade: 30%
5 written reports outlining the function of algorithms developed in class
Assessment type: Test
|
Grade: 35%
Test 1 (1.5hr)
Assessment type: Test
|
Grade: 35%
Test 2 (1.5hr)

The portfolio includes an evaluation of the contributions made by each member of the team to facilitate the assessment of students’ achievement of learning outcomes.

Required reading

Refer to VU Collaborate for recommenced reading and other resources.

As part of a course

This unit is studied as part of the following course(s):

Bachelor of Engineering (Honours) (Mechanical Engineering)
NHEM | Bachelor honours degree | Duration: 4 years

Refer to the course page for information on how to apply for the course. VU takes care to ensure the accuracy of this unit information, but reserves the right to change or withdraw courses offered at any time. Please check that unit information is current with the Student Contact Centre.

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