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Robust Fault Diagnosis and Fault Tolerant Control of Wind Turbines

机译:风力机鲁棒故障诊断与容错控制

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摘要

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.
机译:对可再生能源发电的需求不断增长,导致人们越来越重视风力涡轮机。它们代表了非常复杂的系统,需要可靠性,可用性,可维护性,安全性,尤其是发电效率。因此,在建模和控制的背景下出现了新的研究挑战。先进的可持续控制系统可以优化能量转换,即使在由于意外故障而可能出现异常工作条件的情况下,也可以保证理想的性能。该专着涉及风力涡轮机的故障诊断和容错控制,并提出了针对早期故障检测和处理的新颖解决方案。所开发的容错控制器主要基于故障诊断模块,该模块提供有关系统的故障或无故障状态的在线信息,从而可以补偿控制行为。故障估计器的设计涉及不同的方法,因为它们提供了一种有效的工具来应对对系统动力学以及噪声和干扰的不良分析知识。

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