Process Monitoring Methods

Property	Value
teach:academicTerm	I (autumn)
teach:arrangedAt	<http://data.aalto.fi/id/courses/noppa/lecture_60913> <http://data.aalto.fi/id/courses/noppa/lecture_60914> <http://data.aalto.fi/id/courses/noppa/lecture_61011> <http://data.aalto.fi/id/courses/noppa/lecture_61012> <http://data.aalto.fi/id/courses/noppa/lecture_61013> <http://data.aalto.fi/id/courses/noppa/lecture_61014> <http://data.aalto.fi/id/courses/noppa/lecture_61015> <http://data.aalto.fi/id/courses/noppa/lecture_61016> <http://data.aalto.fi/id/courses/noppa/lecture_61017> <http://data.aalto.fi/id/courses/noppa/lecture_61018> <http://data.aalto.fi/id/courses/noppa/lecture_61019> <http://data.aalto.fi/id/courses/noppa/lecture_61020>
aiiso:code	KE-90.5120
teach:courseDescription	The main principles of the statistical and neural data-based process monitoring methods (principal component analysis, partial least squares regression, self-organizing maps) as well as their combinations and applications will be covered. An insight how neural and fuzzy methods can be used to improve control systems will be given. The course will combine conceptual frameworks with a practical approach. (en)
teach:courseTitle	Process Monitoring Methods (en)
teach:ects	5
teach:grading
foaf:homepage	noppa:KE-90.5120
dc:language	en
rdf:type	aiiso:Course