Farnoosh Naderkhani, PhD
- Associate Professor, Concordia Institute for Information Systems Engineering
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Sign in to editResearch areas: Maintenance management; Quality Control; High-dimensional data analysis for systems monitoring; Modern Manufacturing Systems; Diagnostics and prognostics, and; Statistical and machine learning for complex-structured streaming data.
Contact information
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Biography
research Interests
My research interests are in the general area of Maintenance management and Quality Control and their applications including but not limited to:
1. High-dimensional data analysis for systems monitoring
2. Condition-based Maintenance (CBM) in Modern Manufacturing Systems
3. Statistical and machine learning methods for diagnostics and prognostics
4. Survival Modeling and Medical decision making
5. Reliability analysis
My research interests are in the general area of Maintenance management and Quality Control and their applications including but not limited to:
1. High-dimensional data analysis for systems monitoring
2. Condition-based Maintenance (CBM) in Modern Manufacturing Systems
3. Statistical and machine learning methods for diagnostics and prognostics
4. Survival Modeling and Medical decision making
5. Reliability analysis
Teaching activities
INSE-6310
Systems Engineering Maintenance Management
(Winter-2019)
This course teaches basic concepts, models, methods and tools in maintenance management. The related reliability concepts, deterministic replacement, preventive maintenance and condition based maintenance will be discussed. Case studies will be performed. Software tools will be introduced.
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