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Method, systems and apparatus for intelligently emulating factory control systems and simulating response data

机译:用于智能模拟工厂控制系统和模拟响应数据的方法,系统和设备

摘要

A controller emulator, coupled to an interface that exposes the controller emulator to inputs from external sources, provides one or more control signals to a process simulator and a deep learning process. In response, the process simulator simulates response data that is provided to the deep learning processor. The deep learning processor generates expected response data and expected behavioral pattern data for the one or more control signals, as well as actual behavioral pattern data for the simulated response data. A comparison of at least one of the simulated response data to the expected response data and the actual behavioral pattern data to the expected behavioral pattern data is performed to determine whether anomalous activity is detected. As a result of detecting anomalous activity, one or more operations are performed to address the anomalous activity.
机译:耦合到将控制器仿真器暴露于从外部源的输入的接口的控制器仿真器向过程模拟器和深度学习过程提供一个或多个控制信号。 作为响应,过程模拟器模拟提供给深度学习处理器的响应数据。 深度学习处理器为一个或多个控制信号产生预期的响应数据和预期的行为模式数据,以及模拟响应数据的实际行为模式数据。 执行将至少一个模拟响应数据与预期响应数据的数据和实际行为模式数据的比较被执行到预期的行为模式数据,以确定是否检测到异常活动。 由于检测异常活动,进行一个或多个操作以解决异常活动。

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