Robust Fault Diagnosis and Fault Tolerant Control of Wind Turbines : Data-driven and model-based approaches

ISBN-13: 9783659838019 / Angielski / Miękka / 2016 / 108 str.

Saverio Farsoni; Silvio Simani

Opis

The increasing demand for energy generation from renewable sources has led to a growing attention on wind turbines. They represent very complex systems which require reliability, availability, maintainability, safety and, above all, efficiency on the generation of electrical power. Thus, new research challenges arise in the context of modelling and control. Advanced sustainable control systems can provide the optimisation of energy conversion and guarantee the desired performances even in presence of possible anomalous working condition, caused by unexpected faults. This monograph deals with the fault diagnosis and the fault tolerant control of wind turbines, and it proposes novel solutions to the problem of earlier fault detection and accommodation. The developed fault tolerant controller is mainly based on a fault diagnosis module, which provides the on-line information on the faulty or fault-free status of the system, so that the control action can be compensated. The design of the fault estimators involves different approaches, as they offer an effective tool for coping with a poor analytical knowledge of the system dynamics, together with noise and disturbances.

O autorze

Saverio Farsoni: (2012) Informatics and Automation Engineering M.Sc. and (2016) Information Sciences Ph.D at the University of Ferrara (Italy). Research fellow. Silvio Simani: (1996) Electronic Engineering M.Sc. and (2000) Information Sciences Ph.D at the University of Ferrara and Modena. Professor. They work on FDI and FTC for dynamic processes.