熵作为一类混合动态系统的事件检测器。研究案例:一个蒸汽锅炉

José Mendoza, E. Colina, Luis Araque-Lameda, E. Chacón
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引用次数: 0

摘要

在混合动力系统(HyDS)中,事件的发生可以由许多原因引起。此外,这些事件可能是受控的或不受控的(想要的或不想要的),这反过来可能会在系统中产生不平衡和/或混乱,并可能导致灾难性的错误。为了能够应对可控事件的调控,在没有100%可靠的检测方法的情况下,解决早期检测问题是很重要的。这项工作的主要目的是研究和实施一种创新的方法来检测HyDS中的某些事件,如故障、启动和/或工厂关闭、设定值变化等。该方法基于系统中熵平衡的估计,并通过Matlab计算机仿真对某蒸汽锅炉进行了研究,说明了该方法作为事件检测器的有效性。还说明了熵平衡如何在过程的不同操作区域中用作事件检测器。
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Entropy as an event detector in a class of Hybrid Dynamic Systems. study case: A steam boiler
In a Hybrid Dynamical System (HyDS) event occurrences can be generated by many causes. Also, these events may be controlled or uncontrolled (wanted or un-wanted) which in turn might generate imbalances and/or disorder in the system, with the potential of causing catastrophic faults. In order to be able to deal with controllable events regulation it is important solving an early detection problem, whenever there is no 100% reliable method for detecting them. The main objective of this work is to study and implement an innovative method to detect certain events in a HyDS, such as faults, starts and/or plant shutdowns, setpoint changes, among others. The proposed method is based on the estimation of entropy balance in the system and its efficiency as an event detector is illustrated using Matlab computer simulations on a steam boiler case of study. It is also showed how the entropy balance may be used as an event detector in different operation regions of the process.
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