Fault Diagnosis of Dynamic Systems Quantitative and Qualitative Approaches /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Escobet, Teresa (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Bregon, Anibal (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Pulido, Belarmino (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Puig, Vicenç (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Θέματα: Control engineering.; System theory.; Chemical engineering.; Quality control.; Reliability.; Industrial safety.; Automotive engineering.; Control and Systems Theory.; Systems Theory, Control.; Industrial Chemistry/Chemical Engineering.; Quality Control, Reliability, Safety and Risk.; Automotive Engineering.

Fault Diagnosis of Dynamic Systems provides readers with a glimpse into the fundamental issues and techniques of fault diagnosis used by Automatic Control (FDI) and Artificial Intelligence (DX) research communities. The book reviews the standard techniques and approaches widely used in both communit...

Πίνακας περιεχομένων:

• Introduction and Fundamental Concepts
• Case Studies
• Part I: Standard Approaches
• Structural Analysis
• The FDI Approach
• The DX Approach
• Bridge: Integration of FDI and DX Approaches
• Data-Driven Fault Diagnosis
• Discrete-Event Systems Fault Diagnosis
• Part II: Advanced Approaches
• Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems
• Model-Based Diagnosis with Probabilistic Models
• Qualitative Modeling for Fault Diagnosis
• Model Based Fault Diagnosis of Hybrid Systems
• Model-Based Software Debugging
• Diagnosing Business Processes
• Prognosis.