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Explore the study plan by weeks, exam criteria, and course content, including lectures on adaptive systems and artificial neural networks. Prepare for the practical exam and project on designing control systems.
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ISS0023 Intelligent ControlSystemsArukad juhtimissüsteemid Eduard Petlenkov, Associate Professor, TUT DepartmentofComputerControl eduard.petlenkov@dcc.ttu.ee
Introductory lecture • How study work is organized? • Content/ plan by weeks • Exam / evaluation criteria
Study work Groups: IASM12, MAHM31 Lectures + practices Lecturs: II-309 Practicec: laboratories II-303,304 (max. 25 persons) Time: Examispractical – inthelaboratory. Firstpossibilitytotaketheexamis 16th studyweek http://www.a-lab.ee/edu http://www.a-lab.ee/edu/ISS0023
Semester plan by weeks • Week 1– Introductory lecture, • Week 2– Lecture: Introduction to adaptive systems • Week 3– practice II-303/304 MATLAB/SImulink group A 14:00 / group B 16:00 • Week 4 – Lecture • etc…
Preliminary semesterplan by weeks • Weeks 4 – 10– ArtificialNeuralNetworks • Structures of artificial neural networks and training algorithms; • Artificial neural networks based identification of nonlinear systems; • Artificial neural networks based control of nonlinear systems; • Artificial neural networks based image recognition and pattern classification; • Self-organizing systems; • Lectureweeks nr. 4, 6and 8 • Practiceweeks nr. 5, 7, 9, 11. group A/ group B
Preliminarysemester plan by weeks • Other topics to be covered– IntroductiontoFuzzysystems and geneticalgorithms, combinedapproach; Dynamic feedback linearization based control of nonlinear systems; Fractional order modelling and control (see http://fomcon.net/) • Weeknr. 16 - exam
Exam • Exam prerequisites: • Course ISS0023 is declared (included into Your semester plan), • Laboratory trainings are performed, • Reports are presented and accepted • Exam - up to 72 hours • Small practical project – design of a control system according to given control criteria; • Simulation of the control system; • Analysis of results and writing a report.