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A SIMULATION STUDY ON BOILER FAULT DIAGNOSIS EXPERT SYSTEM

机译:锅炉故障诊断专家系统的仿真研究

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The boiler is one of the key parts of power station. Monitoring the operation of the boiler automatically, continuously and accurately is very important. In case of malfunctions, an expert system might be helpful to find the sources of faults, and thereafter will assist the operator to act correctly and to prevent the fault from further development. In this paper, a simulation study of an expert system, which can diagnose the running faults of boiler system, is conducted. Shallow and deep two-layer knowledge base structure is used in this two layers of knowledge base. So, this kind of expert system can overcome the disadvantages of the old types of expert systems, which are only able to deal with experience rules base. A simulator of power boiler is used for the research on fault diagnose expert system. This boiler simulator gives all necessary information for the diagnosis. The knowledge base of expert system is built in hierarchies, so the speed of reasoning may be increased. After the reasoning the system can give proper suggestions to operator and can give also necessary explaination. Simulation results show that the task implementation can run in real time, and the system is correct and practicable.
机译:锅炉是电站的关键部分之一。自动监测锅炉的操作,连续,准确地非常重要。在故障的情况下,专家系统可能有助于找到故障来源,此后将帮助操作员正确起作用,以防止故障进一步发展。本文进行了一种专家系统的仿真研究,可以诊断锅炉系统的运行故障。在这两层知识库中使用浅层和深层的两层知识库结构。因此,这种专家系统可以克服旧类型专家系统的缺点,这些专家系统只能处理经验规则基础。电厂锅炉模拟器用于故障诊断专家系统的研究。该锅炉模拟器提供了诊断的所有必要信息。专家系统的知识库是在层次结构中构建的,因此可以提高推理速度。在推理后,系统可以向运营商提供适当的建议,并且可以给出必要的解释。仿真结果表明,任务实现可以实时运行,系统是正确和切实可行的。

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