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ANN-based fault type and location identification system for autonomous preventive-restoration control of complex electrical power system plants

机译:基于神经网络的故障类型与位置识别系统,用于复杂电力系统设备的预防性恢复控制

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摘要

In modern electrical pwoer systems (EPS) an increasing importance of generating nodes, such as: pump storage polants or combined power plants including gas-turbine as well as steam-turbine generatiors, is observed. Such objects posess composed but highly redundant structure offering a significant opertion flexibility e.g. the adjacent start-up system use in a fault case in the dedicated start-up system, or two generating sets co-operation with one step-up transformer. The essential features of these objects are: very good power regulation abilities, short start-up time and internal structure modification possibility. The above features determine the growing importance of such objects in the EPS operation control process, aiming at the optimal operation mode as well as fast and effective restoration after a system fault occurrence, which may be ensured by the adaptive protection and control system (APCS)-sufficiently reliable both in normal operating conditions and in a fault case. One of the basic functional moduls included in APCS is the autonomous preventive restoration control module (APRCM), developing the ojbect control rules and preventing it from a fault or limiting possible fault effects via fast restoration of generation and regulation abilities.
机译:在现代电力系统(EPS)中,已发现发电节点的重要性日益提高,例如:抽水蓄能剂或包括燃气轮机发电机组和蒸汽轮机发电机组的联合发电厂。这样的物体构成了组成但高度冗余的结构,提供了很大的操作灵活性,例如相邻的启动系统在故障情况下使用专用的启动系统,或者两个发电机组与一个升压变压器配合使用。这些对象的基本特征是:很好的功率调节能力,较短的启动时间和内部结构更改的可能性。以上特征决定了此类对象在EPS运营控制过程中的重要性日益提高,旨在实现最佳的运行模式以及在发生系统故障后快速有效地进行恢复,这可以通过自适应保护与控制系统(APCS)来确保-在正常工作条件和故障情况下都足够可靠。 APCS包含的基本功能模块之一是自主预防性恢复控制模块(APRCM),它可以开发对象控制规则并通过快速恢复发电和调节能力来防止故障或限制可能的故障影响。

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