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This course provides a detailed introduction to numerical methods used in chemical engineering. The course includes an introduction to the theory of numerical methods as well as practical guidance on the implementation of these tools. At the end of the course, students will be able to independently select the appropriate tools for use with a variety of complex problems in chemical engineering. The course is about 2/3 on numerical methods for simulation and 1/3 on computational fluid dynamics (CFD).
SPECIFIC TOPICS COVERED INCLUDE:Numerical methods for the simulation of chemical processes (Matthew Watson, Weeks 1-3 Term 1)• methods for solution of non-linear, poorly scaled, algebraic equations• solution of large systems of ODEs• modelling and solution of differential-algebraic equation (DAE) systems• modelling of distributed parameter systems• solution of partial differential equation systems using the method of lines• using sparsity for speedOptimisation and parameter estimation (Ken Morison, Weeks 4-6 Term 1)• optimisation• optimisation for non-linear curve fitting• design and analysis of experiments using non-linear models• parameter uncertainty in linear models• modelling uncertainty in systems• optimisation of dynamic systems, including parameter estimationWeek 1 Term 2 - Project work timeIntroduction to Computational Fluid Dynamics (Daniel Holland, Weeks 2-4, Term 2)• formulation of physical problems as CFD problems• mathematical terminology used for CFD• introduction to mathematics of CFD• use of a standard CFD package • setting up physical geometries• interpretation and validation of resultsWeek 5-6, Term 2 - Project work time
1. Develop and numerically solve models of chemical engineering processes.2. Identify and apply the numerical tools appropriate to a particular problem.3. Apply optimisation and parameter estimation to problems in chemical engineering.4. Formulate chemical engineering problems as CFD problems using standard software.5. Critique CFD results to estimate the accuracy and help guide design.
ENCH391 Process Systems and Control
WORKLOAD36 contact hours and completion of all assessments. If required there will be dedicated computer lab sessions.
Daniel Holland
Ken Morison and Matt James Watson
Assessment will be by assignment with no final examination. The assignments will take a significant amount of time to complete. Gaps in the lecture timetable should be used to work on the assignments and are not to be viewed as a period of lighter workload.
Hangos, K. M. , Cameron, I. T; Process modelling and model analysis ; Academic Press, 2001.
CONCERNSStudents with concerns about the course should contact any of the lecturers listed above, or Alex Yip, the 3rd Pro Director of Studies.GENERAL POLICIES OF THE DEPARTMENTStudents may obtain the general policies of the University from the website. For example:Special considerations: http://www.canterbury.ac.nz/study/special-consideration/ Academic Appeals of Assessments: Students with concerns about assessment processes or grades should be advised to speak first with the relevant lecturer. If the matter cannot be resolved, then the student should meet and discuss the matter with the Head of Department/School and thereafter follow the procedures outlined in the University procedures http://www.canterbury.ac.nz/media/documents/postgraduate-/Academic-Appeals-Grievances-Principles-Procedures.pdf and regulations http://www.canterbury.ac.nz/regulations/general-regulations/academic-appeals-and-grievance-regulations/Reconsideration of grades: If you are concerned that your final grade may be incorrect it is suggested (for CAPE) that you make an informal query to the course coordinator, but you may follow the official procedures: http://www.canterbury.ac.nz/study/examinations/result-dates-and-appeals/ Disabilities: http://www.canterbury.ac.nz/disability/
RELATION TO OTHER COURSESPrerequisite: ENCH391. In addition good mathematics and Matlab skills are recommended. This course is an optional 3rd Professional depth elective (Schedule A).COURSE REQUIREMENTS Adequate performance in assignments.
Domestic fee $937.00
International fee $5,125.00
* All fees are inclusive of NZ GST or any equivalent overseas tax, and do not include any programme level discount or additional course-related expenses.
This course will not be offered if fewer than 10 people apply to enrol.
For further information see Chemical and Process Engineering .