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IMPROVED PATTERN RECOGNITION TECHNIQUE FOR DATA-DRIVEN FAULT DETECTION WITHIN A PROCESS PLANT
IMPROVED PATTERN RECOGNITION TECHNIQUE FOR DATA-DRIVEN FAULT DETECTION WITHIN A PROCESS PLANT
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机译:改进了过程工厂中数据驱动故障检测的模式识别技术
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摘要
A real-time control system includes a fault detection training technique to implement a data-driven fault detection function that provides an operator with information that enables a higher level of situational awareness of the current and likely future operating conditions of the process plant. The fault detection training technique enables an operator to recognize when a process plant component is behaving abnormally to potentially take action, in a current time step, to alleviate the underlying cause of the problem, thus reducing the likelihood of or preventing a stall of the process control system or a failure of the process plant component.
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