CQUniversity Unit Profile
MATH12225 Applied Computational Modelling
Applied Computational Modelling
All details in this unit profile for MATH12225 have been officially approved by CQUniversity and represent a learning partnership between the University and you (our student).
The information will not be changed unless absolutely necessary and any change will be clearly indicated by an approved correction included in the profile.
General Information

Overview

Applied Computational Modelling will further your understanding of and ability in mathematical modelling of scientific and engineering problems. You will use built-in MATLAB functions to solve general problems in various disciplines. You will also learn to program in MATLAB to obtain solutions to complex problems through both analytical and numerical approaches. This unit will teach you to approach problems in a way that demonstrates a clear, logical, and systematic procedure of modelling through integrating mathematical and programming knowledge and techniques. You will also learn how to document problems and findings. Course work leads you to approach posed problems in a way that demonstrates a clear, logical, and systematic procedure of modelling through integrating mathematical and programming knowledge and techniques learnt.

Details

Career Level: Undergraduate
Unit Level: Level 2
Credit Points: 6
Student Contribution Band: 7
Fraction of Full-Time Student Load: 0.125

Pre-requisites or Co-requisites

Pre-requisite: MATH12222 or MATH13218

Important note: Students enrolled in a subsequent unit who failed their pre-requisite unit, should drop the subsequent unit before the census date or within 10 working days of Fail grade notification. Students who do not drop the unit in this timeframe cannot later drop the unit without academic and financial liability. See details in the Assessment Policy and Procedure (Higher Education Coursework).

Offerings For Term 2 - 2020

Bundaberg
Cairns
Gladstone
Mackay
Online
Rockhampton

Attendance Requirements

All on-campus students are expected to attend scheduled classes – in some units, these classes are identified as a mandatory (pass/fail) component and attendance is compulsory. International students, on a student visa, must maintain a full time study load and meet both attendance and academic progress requirements in each study period (satisfactory attendance for International students is defined as maintaining at least an 80% attendance record).

Class and Assessment Overview

Recommended Student Time Commitment

Each 6-credit Undergraduate unit at CQUniversity requires an overall time commitment of an average of 12.5 hours of study per week, making a total of 150 hours for the unit.

Class Timetable

Bundaberg, Cairns, Emerald, Gladstone, Mackay, Rockhampton, Townsville
Adelaide, Brisbane, Melbourne, Perth, Sydney

Assessment Overview

1. Written Assessment
Weighting: 20%
2. Written Assessment
Weighting: 30%
3. Take Home Exam
Weighting: 50%

Assessment Grading

This is a graded unit: your overall grade will be calculated from the marks or grades for each assessment task, based on the relative weightings shown in the table above. You must obtain an overall mark for the unit of at least 50%, or an overall grade of ‘pass’ in order to pass the unit. If any ‘pass/fail’ tasks are shown in the table above they must also be completed successfully (‘pass’ grade). You must also meet any minimum mark requirements specified for a particular assessment task, as detailed in the ‘assessment task’ section (note that in some instances, the minimum mark for a task may be greater than 50%). Consult the University’s Grades and Results Policy for more details of interim results and final grades.

Previous Student Feedback

Feedback, Recommendations and Responses

Every unit is reviewed for enhancement each year. At the most recent review, the following staff and student feedback items were identified and recommendations were made.

Feedback from Student evaluation

Feedback

Plots were missing in the tutorial videos.

Recommendation

Limitations of the video recording meant the plots on a different screen were not captured. New videos should be recorded to include the plots.

Feedback from Student evaluation

Feedback

Additional content to help students in the electrical major.

Recommendation

More content relevant to electrical engineering will be added to the unit.

Unit Learning Outcomes
On successful completion of this unit, you will be able to:
  1. Solve general problems in various disciplines using existing functions in MATLAB
  2. Program in MATLAB to solve complicated problems
  3. Manipulate and interpret input/output data utilising existing tools in MATLAB
  4. Formulate and implement procedures of mathematical modelling for authentic situations where analytical solutions exist
  5. Design and implement procedures of numeric modelling to develop useful solutions to complex applications
  6. Document the solution to posed problems in a way that demonstrates a clear, logical, and systematic procedure of modelling.


Alignment of Learning Outcomes, Assessment and Graduate Attributes
N/A Level
Introductory Level
Intermediate Level
Graduate Level
Professional Level
Advanced Level

Alignment of Assessment Tasks to Learning Outcomes

Assessment Tasks Learning Outcomes
1 2 3 4 5 6
1 - Written Assessment - 20%
2 - Written Assessment - 30%
3 - Take Home Exam - 50%

Alignment of Graduate Attributes to Learning Outcomes

Graduate Attributes Learning Outcomes
1 2 3 4 5 6
1 - Communication
2 - Problem Solving
3 - Critical Thinking
4 - Information Literacy
5 - Team Work
6 - Information Technology Competence
7 - Cross Cultural Competence
8 - Ethical practice
9 - Social Innovation
10 - Aboriginal and Torres Strait Islander Cultures

Alignment of Assessment Tasks to Graduate Attributes

Assessment Tasks Graduate Attributes
1 2 3 4 5 6 7 8 9 10
1 - Written Assessment - 20%
2 - Written Assessment - 30%
3 - Take Home Exam - 50%
Textbooks and Resources

Textbooks

Prescribed

Applied Computational Modelling with MATLAB

1st edition (2018)
Authors: Yucang Wang, William W Guo
Pearson
Melbourne Melbourne , VIC , Australia
ISBN: 9781488624780
Binding: Paperback

Additional Textbook Information

If you prefer to study with a paper copy, they are available at the CQUni Bookshop here: http://bookshop.cqu.edu.au (search on the Unit code). eBooks are available at the publisher's website.

IT Resources

You will need access to the following IT resources:
  • CQUniversity Student Email
  • Internet
  • Unit Website (Moodle)
  • Microsoft Word AND Excel or equivalent Mac or Open Source packages
  • MATHCAD and SIMULINK Software by MathWorks. (CQU is in negotiations with MathWorks in an attempt for students to access the software from home during this extended COVID period. Updates will be provided by your Unit Coordinator.)
Referencing Style

All submissions for this unit must use the referencing style: Harvard (author-date)

For further information, see the Assessment Tasks.

Teaching Contacts
Piet Janse Van Rensburg Unit Coordinator
p.jansevanrensburg@cqu.edu.au
Schedule
Week 1 Begin Date: 13 Jul 2020

Module/Topic

MATLAB: getting started;

Basic types and operations in MATLAB;

Built-in functions.

Chapter

Chapter 1 - Introduction to MATLAB.

Events and Submissions/Topic

Complete Exercise 1 (Chapter 1).

Week 2 Begin Date: 20 Jul 2020

Module/Topic

Arrays, vectors and matrices and their basic operation.

Chapter

Chapter 2 - Arrays, vectors and matrices.

Events and Submissions/Topic

Complete Exercise 2 (Chapter 2).

Week 3 Begin Date: 27 Jul 2020

Module/Topic

Plotting and visualization;

Input/output in MATLAB.

Chapter

Chapter 3 - Plotting and input/output in MATLAB.

Events and Submissions/Topic

Complete Exercise 3 (Chapter 3).

Week 4 Begin Date: 03 Aug 2020

Module/Topic

M-files and user-defined functions;

Flow controls.

Chapter

Chapter 4 - M-files, scripts, user-defined functions and flow controls.

Events and Submissions/Topic

Complete Exercise 4 (Chapter 4).

Week 5 Begin Date: 10 Aug 2020

Module/Topic

MATLAB implementations of linear and quadratic curve fitting.

Chapter

Chapter 5 - Curve fitting by the least squares method

Events and Submissions/Topic

Complete Exercise 5 (Chapter 5).

Vacation Week Begin Date: 17 Aug 2020

Module/Topic

Chapter

Events and Submissions/Topic

Week 6 Begin Date: 24 Aug 2020

Module/Topic

MATLAB implementations of Lagrange interpolation; Newton interpolation and cubic splines.

Chapter

Chapter 6 - Interpolation with MATLAB.

Events and Submissions/Topic

Complete Exercise 6 (Chapter 6).

Week 7 Begin Date: 31 Aug 2020

Module/Topic

MATLAB implementations of Euler method, improved Euler method and Runge-Kutta method.


Chapter

Chapter 7 - Numerical methods for solving ODEs.

Events and Submissions/Topic

Complete Exercise 7 (Chapter 7).

Week 8 Begin Date: 07 Sep 2020

Module/Topic

Interpolating data using MATLAB built-in functions;

Curve fitting using MATLAB built-in functions;

Solving differential equations using MATLAB built-in functions.

Chapter

Chapter 8 - Numerical methods using MATLAB built-in functions.

Events and Submissions/Topic

Complete Exercise 8 (Chapter 8).

Project Assignment A - Due Wednesday 9 Sept. 2020 - 11:00 PM AEST

Week 9 Begin Date: 14 Sep 2020

Module/Topic

Project one: Modelling of vibrations of a system with single degree of freedom using MATLAB.

Chapter

Chapter 9 - Modelling of mechanical vibrations using MATLAB.

Events and Submissions/Topic

Complete Exercise 9 (Chapter 9).


Week 10 Begin Date: 21 Sep 2020

Module/Topic

Project two: Modelling of RLC circuits using MATLAB.

Chapter

Chapter 10 - Modelling of RLC electrical circuits using MATLAB.

Events and Submissions/Topic

Complete Exercise 10 (Chapter 10).

Theory Assignment - Due Wednesday 23 Sept. 2020 - 11:00 PM AEST

Week 11 Begin Date: 28 Sep 2020

Module/Topic

Project three: Modelling of vibrations of a system with multiple degree of freedom using MATLAB.

Chapter

Chapter 11 MATLAB modelling of mechanical vibrations with multiple degrees of freedom (MDOF).

Events and Submissions/Topic

Complete Exercise 11 (Chapter 11).


Week 12 Begin Date: 05 Oct 2020

Module/Topic

Other applications of MATLAB in engineering mathematics.


Chapter


Events and Submissions/Topic

Revision.

Project Assignment B - Due Wednesday 7 Oct. 2020 - 11:00 PM AEST

Review/Exam Week Begin Date: 12 Oct 2020

Module/Topic

Chapter

Events and Submissions/Topic

Exam time table to be released in due course.

Exam Week Begin Date: 19 Oct 2020

Module/Topic

Chapter

Events and Submissions/Topic

Term Specific Information

Changes to the 2020 assessment details of this unit (MATH1225):
As you are most probably aware, CQU has implemented certain decisions to facilitate distance learning during the COVID period.
In this unit, the only major change for Term 2, 2020 is a Take-Home Exam (instead of regular Exam). This take-home exam may be accompanied by a viva voce or a recorded video.
We believe that these decisions will help to accommodate students in difficult situations and also remove uncertainty around your studies during the extended COVID period.

Assessment Tasks

1 Written Assessment

Assessment Title
Theory Assignment

Task Description

This assessment covers MATLAB fundamentals and numeric methods, done in Weeks 1-8.

Individual work is mandatory - this is a take-home test. None of your steps or solutions may be discussed or divulged to a fellow student.
Please refer to the CQU plagiarism policy - a signed cover page declaring individual work is required.
The assignment questions will be released on the unit website at least 2 weeks before the assignment is due to be submitted.


Assessment Due Date

Please refer to unit profile schedule.


Return Date to Students

We strive to return assessments to students within 2 weeks.


Weighting
20%

Minimum mark or grade
A minimum of 50% must be attained for this Assignment in order to pass the unit.

Assessment Criteria

Questions are awarded the full marks if they are error-free, partial marks if there are some problems, and no marks if not attempted or contain so many errors as to render the attempt to be without value.

To ensure maximum benefit, answers to all questions should be neatly and clearly presented and all appropriate working should be shown.


Referencing Style

Submission
Online

Learning Outcomes Assessed
  • Program in MATLAB to solve complicated problems
  • Manipulate and interpret input/output data utilising existing tools in MATLAB
  • Formulate and implement procedures of mathematical modelling for authentic situations where analytical solutions exist
  • Design and implement procedures of numeric modelling to develop useful solutions to complex applications
  • Document the solution to posed problems in a way that demonstrates a clear, logical, and systematic procedure of modelling.


Graduate Attributes
  • Problem Solving
  • Information Literacy
  • Information Technology Competence

2 Written Assessment

Assessment Title
Project Assignment A and B

Task Description

Two Project tasks will be issued, the first one being an introductory project task and the second being a more technical discipline-specific task. Thus two professional reports will be submitted.

Team work is encouraged (only 2 persons per team), and only ONE combined report needs to be submitted by BOTH students for a complete Moodle record.
A CQU plagiarism statement and declaration of how the team work was shared, has to be signed by both team members.
It is expected that the 2 team members alternate tasks so that each student gets exposure to all types of tasks, including background research, code development and report writing. Include details on your cover page.
Team reports must be professional and typed, including references. In cases where an individual student cannot conveniently join up to form a team, a slightly reduced report specification will be issued.
Photographic evidence is required to prove that both team members were involved in the coding / modeling.

For this reason it is required that photo's of each team member's fingers are shown in front of the active MATLAB result windows.
(For national and international accreditation, we get audited by Engineers Australia, and this photographic proof makes it easy to satisfy the auditors that each student has fully participated in all projects.)
Project work is compulsory and all students must pass the Project assessment in order to pass the unit.
Details of the project tasks will be posted on the unit website at least 2 weeks before submission is due.


Assessment Due Date

Please refer to unit profile schedule.


Return Date to Students

We strive to return assessments to students within 2 weeks.


Weighting
30%

Minimum mark or grade
A minimum of 50% must be attained for this Assignment in order to pass the unit.

Assessment Criteria

Project Assessment will be graded using the following criteria:
Report style, language, uniformity, tidiness;
Background research done and proven with mini literature review and proper referencing;
Graphics content quality and usefulness;
Technical / theoretical content and correctness including calculations, analysis / design and thinking;

Code content: efficiency, correctness, tidiness / spacing, and commenting;
Photographic and other evidence that project was sufficiently modeled by the team;
Discussion and understanding of modeling results;


Referencing Style

Submission
Online

Submission Instructions
1) Official CQU declaration and complete typed report, combined as one .pdf file. 2) Matlab file/s

Learning Outcomes Assessed
  • Solve general problems in various disciplines using existing functions in MATLAB
  • Program in MATLAB to solve complicated problems
  • Design and implement procedures of numeric modelling to develop useful solutions to complex applications
  • Document the solution to posed problems in a way that demonstrates a clear, logical, and systematic procedure of modelling.


Graduate Attributes
  • Communication
  • Problem Solving
  • Critical Thinking
  • Information Literacy
  • Information Technology Competence

3 Take Home Exam

Assessment Title
TAKE HOME EXAM

Task Description

This assessment item covers the weekly Topics 1 - 12.
This will be an 'open resource' exam but you will be required to sign a declaration of individual work done and include this with your submission.
The take-home exam paper will be released on the unit website on the day of the exam. 5 Hours will be allowed, but this includes scanning and uploading. Late penalties will be deducted at 20% per hour (or proportional part).


Assessment Due Date

Official examination time table to be released in due course.


Return Date to Students

We strive to return assessments to students within 2 weeks.


Weighting
50%

Minimum mark or grade
A minimum of 50% must be attained for the Take-Home Exam in order to pass the unit.

Assessment Criteria

Questions are awarded the full marks if they are error-free, partial marks if there are some problems, and no marks if not attempted or contain so many errors as to render the attempt to be without value.

To ensure maximum benefit, answers to all questions should be neatly and clearly presented and all appropriate working should be shown.


Referencing Style

Submission
Online

Learning Outcomes Assessed
  • Solve general problems in various disciplines using existing functions in MATLAB
  • Manipulate and interpret input/output data utilising existing tools in MATLAB
  • Formulate and implement procedures of mathematical modelling for authentic situations where analytical solutions exist


Graduate Attributes
  • Communication
  • Problem Solving
  • Critical Thinking

Academic Integrity Statement

As a CQUniversity student you are expected to act honestly in all aspects of your academic work.

Any assessable work undertaken or submitted for review or assessment must be your own work. Assessable work is any type of work you do to meet the assessment requirements in the unit, including draft work submitted for review and feedback and final work to be assessed.

When you use the ideas, words or data of others in your assessment, you must thoroughly and clearly acknowledge the source of this information by using the correct referencing style for your unit. Using others’ work without proper acknowledgement may be considered a form of intellectual dishonesty.

Participating honestly, respectfully, responsibly, and fairly in your university study ensures the CQUniversity qualification you earn will be valued as a true indication of your individual academic achievement and will continue to receive the respect and recognition it deserves.

As a student, you are responsible for reading and following CQUniversity’s policies, including the Student Academic Integrity Policy and Procedure. This policy sets out CQUniversity’s expectations of you to act with integrity, examples of academic integrity breaches to avoid, the processes used to address alleged breaches of academic integrity, and potential penalties.

What is a breach of academic integrity?

A breach of academic integrity includes but is not limited to plagiarism, self-plagiarism, collusion, cheating, contract cheating, and academic misconduct. The Student Academic Integrity Policy and Procedure defines what these terms mean and gives examples.

Why is academic integrity important?

A breach of academic integrity may result in one or more penalties, including suspension or even expulsion from the University. It can also have negative implications for student visas and future enrolment at CQUniversity or elsewhere. Students who engage in contract cheating also risk being blackmailed by contract cheating services.

Where can I get assistance?

For academic advice and guidance, the Academic Learning Centre (ALC) can support you in becoming confident in completing assessments with integrity and of high standard.

What can you do to act with integrity?