UnitLevel 6Postgraduate

CHE6884 Process modelling and optimisation

Faculty of Engineering

CHE6884 Process modelling and optimisation is a level 6, 0-credit-point, postgraduate unit from the Faculty of Engineering, offered in 2022 in Semester 1 at Clayton. It has no prerequisites.

Credit points
0
Offered in 2022
Semester 1
Clayton
Assessment
No exam
5 tasks
Workload
144 hours
per semester

This is the 2022 handbook entry. See the 2027 entry.

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Requisites

Before CHE6884

No prerequisites or corequisites besides the enrolment rules below.

After CHE6884

No unit lists CHE6884 as a prerequisite in the 2022 handbook.

Enrolment rules

You must be enrolled in the Engineering PHD program or with permission from the Faculty of Engineering

Overview

The unit will cover the purpose and methods of modelling chemical and biochemical processes. It includes the development of constitutive relations, model building, evaluation and sensitivity analysis. Numerical techniques will include the solution of systems of linear, non-linear and algebraic equations. Models are subjected to optimisation.

The basic principles of optimisation including the types of variables, linear and non-linear models, constraints and objective functions will be covered. Various optimisation algorithms for linear, non-linear problems and mixed integer problems are presented in the context of chemical process design. Multi-objective optimisation is used to explore trade-offs involved with sustainable process development.

Offerings in 2022

Teaching periodCampusMode
First semesterClaytonOn campus

Assessment

  • Assignment: Evaluation of a modelThreshold hurdle
    15%
  • Computer quiz Part 1Threshold hurdle
    5%
  • Computer quiz Part 2Threshold hurdle
    5%
  • Assignment: Optimisation projectThreshold hurdle
    25%
  • Final assessmentThreshold hurdle
    50%

Learning outcomes

When you finish this unit, you should be able to:

  1. 1

    Generate models of chemical and biological processes respecting conservation laws, apply suitable constraints and constitutive relations and determine an appropriate solution algorithm.

  2. 2

    Assess complex models of chemical processes with an understanding of the mathematical structure of the model and the convergence methods used to obtain the model solution.

  3. 3

    Assess the appropriate optimisation strategy for linear, non-linear, unconstrained, constrained and mixed integer models from a fundamental understanding of functional and constraint convexity, or determine the appropriate evolutionary solution strategy when convexity is not assured.

  4. 4

    Demonstrate both single objective and multi-objective optimisation of process models to improve the process objective(s), which assess the sustainability of chemical processes using the life cycle assessment methodology.

Workload and teaching

  • Practical activities24 hours
  • Lectures12 hours
  • Laboratories24 hours
  • Teaching approachProblem-based learning

The minimum total expected workload to achieve the learning outcomes for this unit is 144 hours per semester typically comprising a mixture of 3-6 hours of scheduled learning activities and 6-9 hours of independent study per week. Scheduled activities may include a combination of teacher-directed learning, peer-directed learning and online engagement. Independent study may include associated readings, assessment and preparation for scheduled activities.

Learning resources

Technology resources

Aspen Plus software. If you are unfamiliar with Aspen, Worksheet 1 will get you started.

Contacts

Chief Examiners
Associate Professor Andrew Hoadley
Unit Coordinators
Associate Professor Andrew Hoadley

Common questions

What are the prerequisites for CHE6884?

CHE6884 has no prerequisites, but enrolment rules apply.

When is CHE6884 offered?

In 2022, CHE6884 runs in Semester 1 at Clayton.

How much work is CHE6884?

The handbook expects about 144 hours of study across the semester. No students have rated its difficulty yet.

Does CHE6884 have an exam?

No. CHE6884 has 5 assessment tasks and no exam.

More details

Credit points
0
Level
6
Study level
Postgraduate
Faculty
Faculty of Engineering
Organisational unit
Department of Chemical and Biological Engineering
Type
HDR
EFTSL
0
Student contribution
SCA Band 2
Study abroad
Not available