Syllabus for |
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EEN035 - Modelling and simulation in biomedical engineering
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| Biomedicinsk modellering och simulering |
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| Syllabus adopted 2019-02-06 by Head of Programme (or corresponding) |
| Owner: MPBME |
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7,5 Credits
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| Grading: TH - Five, Four, Three, Fail |
| Education cycle: Second-cycle |
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Major subject: Electrical Engineering |
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Department: 32 - ELECTRICAL ENGINEERING
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Teaching language: English
Application code: 10116
Open for exchange students: Yes
Block schedule:
B
| Module |
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Credit distribution |
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Examination dates |
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Sp1 |
Sp2 |
Sp3 |
Sp4 |
Summer course |
No Sp |
| 0119 |
Examination |
4,5c |
Grading: TH |
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4,5c
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29 Oct 2019 pm M
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08 Jan 2020 pm M
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18 Aug 2020 am J |
| 0219 |
Laboratory |
3,0c |
Grading: UG |
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3,0c
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In programs
MPBME BIOMEDICAL ENGINEERING, MSC PROGR, Year 1 (compulsory)
Examiner:
Andreas Fhager
Go to Course Homepage
Eligibility:
In order to be eligible for a second cycle course the applicant needs to fulfil the general and specific entry requirements of the programme that owns the course. (If the second cycle course is owned by a first cycle programme, second cycle entry requirements apply.)
Exemption from the eligibility requirement:
Applicants enrolled in a programme at Chalmers where the course is included in the study programme are exempted from fulfilling these requirements.
Course specific prerequisites
Basic knowledge in signal processing or linear transforms, mechanics and electric circuits. Basic knowledge in programming.
Background in mathematics equivalent to what is obtained after three years at the Electrical Engineering program.
Aim
The aim is to introduce and apply methods of general interest in modeling and simulations. The course aims at giving a mix between theory and hands on practice in relevant application areas. The focus is to study methods and applications that are of relevance in biomedical engineering within diagnostic and therapeutic applications as well as for physiological processes.
Learning outcomes (after completion of the course the student should be able to)
- describe general methods and principles for modeling and simulating a system.
- apply these principles when designing mathematical models for realistic systems.
- implement and use computer based modeling and simulation for studying relevant problems within the field of biomedical engineering.
- apply these methods and principles for modeling of systems and processes relevant for diagnostics, treatment and as well as different physiological processes.
- critically evaluate the applicability and usability for different modells and simulation techniques.
Content
This course contains studying methods and principles used to construct mathematical models of dynamical systems and how to numerically solve or simulate them.
The modeling methods studied in the course are based on basic physical principles and system identification.
Numerical simulation methods are studied, with particular emphasis on their accuracy and stability.
Methods and modeling principles of general interest are studied, however with a particular focus on methods that are relevant for modeling of biomedical applications within diagnostics and treatment as well as for modeling of physiological processes.
Organisation
The course contains lectures, exercises, project work and computer laboratory sessions.
Literature
Lennart Ljung, Torkel Glad. Modeling and Identification of Dynamic Systems, 2016, ed. 1:2, Studentlitteratur, ISBN: 978-91-44-11688-4.
(Course literature can be changed up to eight weeks before course start)
Examination including compulsory elements
The grading will be based on a written exam, grading scale TH.
Project works / computer laboratory work must be passed.