Detailed Course Information |
Fall Sem 2020
19-May-2024 |
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| NE 579 - Empir Models/Monitor Diagnost |
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Development and application of advanced statistical and artificial intelligence based techniques for process and equipment monitoring and diagnostics. Linear, non-linear, parametric, and non-parametric techniques including ridge regression, principal component analysis, kernel regression. Data preprocessing, model opitmization, and uncertainty analysis will be taught. Cross-listed: Same as Industrial Engineering 579.) 3.000 Credit hours 3.000 Lecture hours Levels: Graduate, Undergraduate Schedule Types: Lecture Nuclear Engineering Department Mutual Exclusion: This course carries a mutual exclusion with the following courses; you may not enroll in it if you have completed any of the following with a passing grade: IE 579 |
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