System analysis with energy applications
Information from the course leader
Välkommen till kursen Systemanalys med energitillämpningar!
Kursen syftar till att ge en förståelse för systemanalysens grunder, med tillämpningar på olika hållbara energisystem. Speciellt ska studenten lära sig hur olika typer av energisystem och processer kan analyseras och modelleras med hjälp av systemanalytiska verktyg. Kursen bygger på tidigare programkurser i matematik och statistik, samt Beräkningsvetenskap och fungerar som grund för senare kurser som Energisystemplanering och Empirisk modellering, vilka tillämpar systemanalys i energisammanhang. Systemanalys innebär matematisk/statistisk analys och modellering av komplexa system, och syftar bl.a. till förståelse, optimering och förutsägelse av systemens egenskaper och beteende under olika förhållanden. Stabilitet, känslighet och resiliens behandlas, liksom kaotiska och stokastiska processer. Beroende på arten av problem kan väldefinierade system beskrivas med hjälp av olika slags modeller: t.ex. statiska/dynamiska, deterministiska/stokastiska, lokala/globala, och kombinationer av dessa. Aktuella problem relaterade till energi behandlas och beskrivs utifrån ett systemperspektiv, där olika lösningsförslag diskuteras, liksom hur systemet/modellen påverkas av olika faktorer. Systemanalysen inbegriper även vetenskapsteoretiska frågeställningar och metoder. Teoridelen ges i form av föreläsningar. En del av kursen utgörs av datorlaborationer och projekt under vilka studenten får bygga, simulera, analysera och validera modeller av olika slag. Stor vikt läggs på att studenten skall förstå kopplingen mellan struktur och beteende hos ett system. Generella tekniker såsom modellanpassning, känslighetsanalys och optimering behandlas och övas i laborationerna. Speciellt fokus ligger på energisystem för en hållbar utveckling. Det kommer även att genomföras en studieresa. Kursen börjar med en föreläsning den 22 mars 2023 och slutar med ett projekt som ska redovisas i slutet av vårterminen. Kursen avslutas med en skriftlig tentamen torsdagen den 1 juni 2023. Den första föreläsningen är på engelska och ges tillsammans med masterstudenter i hållbar utveckling.
Course evaluation
The course evaluation is now closed
TN0362-30355 - Course evaluation report
Once the evaluation is closed, the course coordinator and student representative have 1 month to draft their comments. The comments will be published in the evaluation report.
Additional course evaluations for TN0362
Academic year 2022/2023
System analysis with energy applications (TN0362-40119)
2023-03-22 - 2023-06-02
Syllabus and other information
Syllabus
TN0362 System analysis with energy applications, 5.0 Credits
Systemanalys med energitillämpningarSubjects
Technology Technology TechniqueEducation cycle
Bachelor’s levelModules
Title | Credits | Code |
---|---|---|
Single module | 5.0 | 0001 |
Advanced study in the main field
First cycle, has less than 60 credits in first-cycle course/s as entry requirementsBachelor’s level (G1F)
Grading scale
The grade requirements within the course grading system are set out in specific criteria. These criteria must be available by the course start at the latest.
Language
SwedishPrior knowledge
50 credits natural science and/or technology, including 2 credits computational science and 1 credits statisticsObjectives
The course is aimed at providing an understanding of the basis for systems analysis, with applications for various sustainable energy systems. In particular, the student will learn how different types of energy systems and processes can be analysed and modeled using system analytical tools. The course is based on previous program courses in mathematics and statistics, as well as computational science and serves as a basis for later courses such as energy systems planning and empirical modeling, applying system analysis in energy related contexts.
After completing the course, the student should be able to:
indicate and explain basic ideas, concepts and methods in system analysis
outline how a system analytical project is implemented
clarify the problem of system identification and the scope of limitation, the validity of models and how they can be validated,
account for different types of model and simulation tools for complex systems, especially those relating to energy and society,
Perform computer simulations of the models with current simulation programs, and analyze the results with relevant statistical methods,
use system analytical methods for problem solving in energy contexts, and
implement model adaptation, sensitivity analysis and optimisation of energy systems for a sustainable development.
Content
System analysis involves mathematical/statistical analysis and modeling of complex systems, with the aim of understanding, optimising and predicting system characteristics and behavior under different conditions. Stability, sensitivity and resilience are treated as well as chaotic and stochastic processes. Depending on the nature of the problem, well-defined systems can be described using different types of models: e.g. static/dynamic, deterministic/stochastic, local/global, and combinations of these. Current issues related to energy are dealt with and described from a systems perspective, discussing alternative solutions, as well as how the system/model is influenced by different factors. System analysis also includes issues and methods related to theory of science.
The theory is given in the form of lectures. Part of the course consists of computer exercises and projects during which the students build, simulate, analyse and validate models of different types. Emphasis is placed on the student’s understanding of the connection between structure and behavior of a system. General techniques such as model adaptation, sensitivity analysis and optimisation are treated and practiced in the computer exercises. Particular focus is placed on energy systems for a sustainable development.
Grading form
The grade requirements within the course grading system are set out in specific criteria. These criteria must be available by the course start at the latest.Formats and requirements for examination
Written examination, oral and written examination of project work and written presentation of computer exercises.
Approved course requires passed written examination, passed project work and passed computer exercises
If a student has failed an examination, the examiner has the right to issue supplementary assignments. This applies if it is possible and there are grounds to do so.
The examiner can provide an adapted assessment to students entitled to study support for students with disabilities following a decision by the university. Examiners may also issue an adapted examination or provide an alternative way for the students to take the exam.
If this syllabus is withdrawn, SLU may introduce transitional provisions for examining students admitted based on this syllabus and who have not yet passed the course.
For the assessment of an independent project (degree project), the examiner may also allow a student to add supplemental information after the deadline for submission. Read more in the Education Planning and Administration Handbook.
Other information
The right to participate in teaching and/or supervision only applies for the course instance the student was admitted to and registered on.
If there are special reasons, students are entitled to participate in components with compulsory attendance when the course is given again. Read more in the Education Planning and Administration Handbook.
Responsible department
Department of Energy and Technology
Further information
Litterature list
Kurslitteratur för Systemanalys med energitillämpningar, TN0362
1) System och modell - En introduktion till systemanalysen
**Länk: **https://www.studentapan.se/kurslitteratur/system-och-modell-en-introduktion-till-systemanalysen-9789144185514
**Författare: **Gustafsson, Lanshammar, Sandblad
**ISBN: **91-44-18551-0
**Kommentar: **Kursen baseras på denna bok, men även annan systemanalysliteratur kan användas
2) Systems and Systems Theory
**Länk: **https://slunik.slu.se/kursfiler/TN0343/30240.1819/Systems_Approaches_Ch1b.pdf
**Författare: **M-O Olsson & G Sjöstedt
**Kommentar: **Bra översikt av systemanalysens bakgrund och basbegrepp
3) Schools of Systems Thinking
**Länk: **https://slunik.slu.se/kursfiler/TN0343/30240.1819/Systems_Approaches_Ch2.pdf
**Författare: **M-O Olsson
**Kommentar: **Detta bokkapitel visar på hur systemanalysen förhåller sig till andra ämnen och metoder
4) System Features, Dynamics, and Resilience
**Länk: **https://slunik.slu.se/kursfiler/TN0343/30240.1819/MMM_Ch1.pdf
**Författare: **H Liljenström & U Svedin
**ISBN: **981-238-918-0
**Kommentar: **Inledningkapitlet till boken "Micro-Meso-Macro - Addressing Complex Systems Couplings" (H Liljenström & U Svedin, red).
5) Studying Dynamic and Stochastic Systems Using Poisson Simulation
**Länk: **https://slunik.slu.se/kursfiler/TN0343/30240.1819/MMM_Ch8.pdf
**Författare: **Leif Gustafsson
**Kommentar: **Ett bra komplement till kursboken