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Glossary
Semester (Sem)
1First Semester
2Second Semester
AAnnual course
Educational activities
BIdentifying activities
Language
Course completely offered in italian
Course completely offered in english
--Not available
Innovative teaching
The credits shown next to this symbol indicate the part of the course CFUs provided with Innovative teaching.
These CFUs include:
  • Subject taught jointly with companies or organizations
  • Blended Learning & Flipped Classroom
  • Massive Open Online Courses (MOOC)
  • Soft Skills
Course Details
Context
Academic Year 2014/2015
School School of Industrial and Information Engineering
Name (Master of Science degree)(ord. 270) - MI (473) Automation and Control Engineering
Track XEN - AUTOMATION AND CONTROL ENGINEERING
Programme Year 1

Course Details
ID Code 096297
Course Title MODEL IDENTIFICATION AND DATA ANALYSIS
Course Type Mono-Disciplinary Course
Credits (CFU / ECTS) 10.0
Semester First Semester
Course Description The model-based approach to control systems design calls for an analytical description of the process to be controlled. Usually, the model is worked out by resorting to appropriate correlations or physical laws capturing the relationships among the variables of interest. However, it is a common experience that the obtained model suffers from uncertainty. Identification methods enable to estimate unknown parameters and/or unknown signals, or the complete process model, by squeezing the information hidden in experimental data drawn from measurements of the process variables. A main rationale to evaluate the quality of an estimated model is to assess its predictive capability. This is why prediction theory is an important preliminary step. Among the topics dealt with, Kalman filtering theory, a major engineering achievement, will be thoroughly studied as a tool for the identification of the state of a process from input-output measurements.
Scientific-Disciplinary Sector (SSD)
Educational activities SSD Code SSD Description CFU
B
ING-INF/04
SYSTEMS AND CONTROL ENGINEERING
10.0

Schedule, add and removeAlphabetical groupProfessorLanguageCourse details
From (included)To (excluded)
--AZZZZBittanti Sergio
manifesti v. 3.1.9 / 3.1.9
Area Servizi ICT
14/12/2019