Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods, and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dyna...
Guardado en:
| Autor principal: | |
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| Formato: | Libro electrónico |
| Lenguaje: | Inglés |
| Publicado: |
London :
Springer London : Imprint: Springer,
2014.
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| Colección: | Advances in Industrial Control,
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| Materias: | |
| Acceso en línea: | http://dx.doi.org/10.1007/978-1-4471-6410-4 |
| Aporte de: | Registro referencial: Solicitar el recurso aquí |
Tabla de Contenidos:
- From the Contents: Introduction
- Objectives, tasks and basic concepts
- An introduction to the representative technical processes
- Data-driven realization of the basic GLR scheme
- Principal component analysis, its variations and applications
- Partial least squares, its variations and applications.