{"id":null,"code":"KTEK0039","name":{"valueFi":"Smart Systems Modelling","valueEn":"Smart Systems Modelling","valueSv":"Smart Systems Modelling"},"credits":5.0,"minCredits":5,"maxCredits":5,"tags":[],"createdAt":1790534320986,"contentList":[{"title":{"valueFi":"Osaamistavoitteet","valueEn":"Learning outcomes","valueSv":""},"content":{"valueFi":"After this course, the student will be able to apply a wide range of relevant methods, tools, and processes in the modelling of smart systems. The student will also be able to analyse the different constraints of modelling tools and approaches and apply this in practice.","valueEn":"After this course, the student will be able to apply a wide range of relevant methods, tools, and processes in the modelling of smart systems. The student will also be able to analyse the different constraints of modelling tools and approaches and apply this in practice.","valueSv":"After this course, the student will be able to apply a wide range of relevant methods, tools, and processes in the modelling of smart systems. The student will also be able to analyse the different constraints of modelling tools and approaches and apply this in practice."}},{"title":{"valueFi":"Sisältö","valueEn":"Content","valueSv":""},"content":{"valueFi":"Introduction: static vs. dynamic models, continuous vs. discrete models, linear vs. nonlinear systems, lumped vs. distributed parameters. Physics-based modelling: mechanical, electrical, fluid, and thermal systems. Data-driven modelling: Artificial Neural networks. Hybrid modelling: Combination of physics-based and data-driven modelling. Digital Twins. Model based design. System and component level modelling tools and languages. System level stability and functionality analysis.","valueEn":"Introduction: static vs. dynamic models, continuous vs. discrete models, linear vs. nonlinear systems, lumped vs. distributed parameters. Physics-based modelling: mechanical, electrical, fluid, and thermal systems. Data-driven modelling: Artificial Neural networks. Hybrid modelling: Combination of physics-based and data-driven modelling. Digital Twins. Model based design. System and component level modelling tools and languages. System level stability and functionality analysis.","valueSv":"Introduction: static vs. dynamic models, continuous vs. discrete models, linear vs. nonlinear systems, lumped vs. distributed parameters. Physics-based modelling: mechanical, electrical, fluid, and thermal systems. Data-driven modelling: Artificial Neural networks. Hybrid modelling: Combination of physics-based and data-driven modelling. Digital Twins. Model based design. System and component level modelling tools and languages. System level stability and functionality analysis."}},{"title":{"valueFi":"Suoritustavat","valueEn":"Study methods","valueSv":""},"content":{"valueFi":"Exam, project report","valueEn":"Exam, project report","valueSv":""}},{"title":{"valueFi":"Toteutustavat","valueEn":"Course unit methods","valueSv":""},"content":{"valueFi":"Lectures, online materials, project","valueEn":"Lectures, online materials, project","valueSv":""}},{"title":{"valueFi":"Oppimateriaalit","valueEn":"Learning material","valueSv":""},"content":{"valueFi":"Material provided by the teacher\r\nScientific material","valueEn":"Material provided by the teacher\r\nScientific material","valueSv":""}},{"title":{"valueFi":"Lisätiedot","valueEn":"Further information","valueSv":""},"content":{"valueFi":"Check Moodle","valueEn":"Check Moodle","valueSv":""}},{"title":{"valueFi":"Kurssikirjallisuus","valueEn":"Literature","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Esitietovaatimukset","valueEn":"Qualifications","valueSv":""},"content":{"valueFi":"BSc in mechanical engineering or similar","valueEn":"BSc in mechanical engineering or similar","valueSv":""}},{"title":{"valueFi":"Arviointiasteikko","valueEn":"Assessment scale","valueSv":""},"content":{"valueFi":"0-5","valueEn":"0-5","valueSv":"0-5"}},{"title":{"valueFi":"Arviointikriteerit","valueEn":"Assessment criteria","valueSv":""},"content":{"valueFi":"50 % exam and 50 % project report","valueEn":"50 % exam and 50 % project report","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 2","valueEn":"Assessment criteria 2","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 3","valueEn":"Assessment criteria 3","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 4","valueEn":"Assessment criteria 4","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Kielet","valueEn":"Languages","valueSv":""},"content":{"valueFi":"englanti","valueEn":"English","valueSv":"engelska"}},{"title":{"valueFi":"Taso","valueEn":"Level","valueSv":""},"content":{"valueFi":"Syventävät opinnot","valueEn":"Advanced Studies","valueSv":""}},{"title":{"valueFi":"Oppiaine","valueEn":"Subject","valueSv":""},"content":{"valueFi":"Konetekniikka","valueEn":"Mechanical Engineering","valueSv":"Mechanical Engineering"}},{"title":{"valueFi":"Vastuuhenkilöt","valueEn":"Person in charge","valueSv":""},"content":{"valueFi":"Jani Heikkinen","valueEn":"Jani Heikkinen","valueSv":"Jani Heikkinen"}},{"title":{"valueFi":"Luokittelu","valueEn":"Classification","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Linkit","valueEn":"Links","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}}]}