| 基于粗糙集与模糊规则的变压器故障诊断方法 |
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| 引用本文： | 王志勇.基于粗糙集与模糊规则的变压器故障诊断方法[J].电力系统保护与控制,2006,34(9):37-40. |
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| 作者姓名： | 王志勇 |
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| 作者单位： | 浙江大学电气工程学院 浙江杭州310027 |
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| 摘 要： | 引入了一种基于粗糙集约简并结合模糊规则的方法进行变压器故障诊断。该方法从变压器故障判别表出发,首先使用粗糙集理论进行决策表约简,在保持故障判别表分类能力不变的条件下,去除了变压器故障诊断知识中大量的冗余特征,然后结合模糊集合理论和模糊推理,计算出各个约简后的决策规则的模糊隶属度,最终得到故障类型的判断。实例表明,本方法可以有效地进行模糊推理并得到正确的诊断结果。
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| 关 键 词： | 变压器 故障诊断 粗糙集 模糊规则 数据挖掘 |
| 文章编号： | 1003-4897(2006)09-0037-04 |
| 收稿时间： | 2005-09-05 |
| 修稿时间： | 2005-11-28 |
A fault diagnosis method for power transformer based on rough set and fuzzy rules |
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| WANG Zhi-yong.A fault diagnosis method for power transformer based on rough set and fuzzy rules[J].Power System Protection and Control,2006,34(9):37-40. |
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| Authors: | WANG Zhi-yong |
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| Affiliation: | College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China |
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| Abstract: | This paper presents a rough set based fuzzy logic technique which can diagnose faults in transformers.By applying rough set theory to the fault classification table,the reduct of the decision table can be obtained.Rules generated from a reduct are usually more general and concise than that generated from the original table while having the same classification ability.By using fuzzy method,the fuzzy membership function of each fault diagnosis decision rules are confirmed,and finally the fault type of the transformer is diagnosed.The application of this method to some transformers has yielded promising results. |
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| Keywords: | transformer fault diagnosis rough set fuzzy logic data mining |
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