工业仪表与自动化装置
工業儀錶與自動化裝置
공업의표여자동화장치
INDUSTRIAL INSTRUMENTATION & AUTOMATION
2015年
1期
111-113
,共3页
柴油机%模糊理论%故障诊断%专家系统
柴油機%模糊理論%故障診斷%專傢繫統
시유궤%모호이론%고장진단%전가계통
diesel engine%fuzzy theory%fault diagnosis%expert system
针对柴油机故障征兆、故障原因及故障机理的复杂性和模糊不确定性,将模糊数学理论与故障诊断专家系统引入柴油机故障诊断。建立故障诊断的模糊模型、模糊隶属度函数,利用模糊产生式系统实现了模糊性知识表达,论述了模糊诊断原则和推理诊断流程,构建了基于模糊理论的柴油机故障诊断专家系统。通过一个具体故障诊断案例证明系统能够快速、准确地推断出故障原因,同时也证明了该方法的实用性。
針對柴油機故障徵兆、故障原因及故障機理的複雜性和模糊不確定性,將模糊數學理論與故障診斷專傢繫統引入柴油機故障診斷。建立故障診斷的模糊模型、模糊隸屬度函數,利用模糊產生式繫統實現瞭模糊性知識錶達,論述瞭模糊診斷原則和推理診斷流程,構建瞭基于模糊理論的柴油機故障診斷專傢繫統。通過一箇具體故障診斷案例證明繫統能夠快速、準確地推斷齣故障原因,同時也證明瞭該方法的實用性。
침대시유궤고장정조、고장원인급고장궤리적복잡성화모호불학정성,장모호수학이론여고장진단전가계통인입시유궤고장진단。건립고장진단적모호모형、모호대속도함수,이용모호산생식계통실현료모호성지식표체,논술료모호진단원칙화추리진단류정,구건료기우모호이론적시유궤고장진단전가계통。통과일개구체고장진단안예증명계통능구쾌속、준학지추단출고장원인,동시야증명료해방법적실용성。
To solve the complexity and uncertainty of diesel engine fault symptoms, fault causes and fault mechanism, fuzzy mathematics and fault diagnostic expert system were introduced to diesel engine. The paper constructed a fuzzy model of fault diagnosis, built up a function of the fuzzy subject grade, came true the description of knowledge using the fuzzy production systems, discussed the fuzzy diagnostic principles and inference procedures, then the fault diagnostic expert system of diesel engine was estab-lished.One typical case of fault diagnosis proved that the system quickly and more accurately infer cause of malfunction, the practicality of the above method was proved too.