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Identification of Physical Systems: Applications to Condition Monitoring, Fault Diagnosis, Soft Sensor and Controller Design
Rajamani Doraiswami
(Author)
·
Maryhelen Stevenson
(Author)
·
Chris Diduch
(Author)
·
Wiley
· Hardcover
Identification of Physical Systems: Applications to Condition Monitoring, Fault Diagnosis, Soft Sensor and Controller Design - Doraiswami, Rajamani ; Stevenson, Maryhelen ; Diduch, Chris
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Synopsis "Identification of Physical Systems: Applications to Condition Monitoring, Fault Diagnosis, Soft Sensor and Controller Design"
There Is A Need For A Book Which Develops A Systematic And A Unified Approach To The Problem Of Physical System Identification And Its Practical Applications. Identification Of Physical Systems Addresses This Need, Developing Identification Theory Using A Coherent, Simple And Yet Rigorous Approach. Starting With A Least - Squares Method, The Author Develops Various Schemes To Address The Issues Of Accuracy, Variation In The Operating Regimes, Closed Loop And Interconnected Subsystems. He Presents A Non - Parametric Signal Or Data - Based Scheme To Identify A System To Provide A Quick Macroscopic Picture Of The System To Complement The Precise Microscopic Picture Given By The Parametric Model Based Scheme. Finally, He Develops A Sequential Integration Of Totally Different Schemes Such As Non - Parametric, Kalman Filter And Parametric Model To Meet The Speed And Accuracy Requirement Of Mission Critical Systems. Identification Of Physical Systems Includes Case Studies For The Application Of Identification On Physical Laboratory Scale Systems, As Well As Number Of Illustrative Examples Throughout The Book
