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基于数据挖掘模型的高压输电线系统故障诊断 被引量:40
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作者 廖志伟 孙雅明 《电力系统自动化》 EI CSCD 北大核心 2001年第15期15-19,共5页
在大多数故障诊断系统中 ,由于诊断所依据的实时信息在其形成和传递过程中都有可能产生信息的畸变 ,从而导致故障诊断结果的错误。文中提出利用基于粗糙集理论的数据挖掘模型来处理实时输入信息的畸变和实现输电线系统的故障诊断 ,它是... 在大多数故障诊断系统中 ,由于诊断所依据的实时信息在其形成和传递过程中都有可能产生信息的畸变 ,从而导致故障诊断结果的错误。文中提出利用基于粗糙集理论的数据挖掘模型来处理实时输入信息的畸变和实现输电线系统的故障诊断 ,它是依据粗糙集定性分析能力对知识域的数据集进行分析 ,粗糙集的约简是通过遗传算法求取。还给出了构造测试样本的理论准则 ,从而使检验故障诊断系统的容错性能具有保证和真正的实用价值。通过仿真测试证明 ,基于数据挖掘模型的故障诊断与基于神经网络模型的故障诊断相比 ,具有更高的容错性能。 展开更多
关键词 高压输电线系统 故障诊断 数据挖掘 粗糙集
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Modeling of electrode system for three-phase electric arc furnace 被引量:6
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作者 王琰 毛志忠 +2 位作者 田惠欣 李妍 袁平 《Journal of Central South University》 SCIE EI CAS 2010年第3期560-565,共6页
To simulate the process of electrode operation, a dynamic model describing the electrode system of three-phase electric arc furnace was developed. This new model can be divided into three submodels in terms of the pra... To simulate the process of electrode operation, a dynamic model describing the electrode system of three-phase electric arc furnace was developed. This new model can be divided into three submodels in terms of the practical situation. They are the power supply system model the electric arc model and the hydraulic actuator system model. According to the basic circuit theory, the power supply system model where the high voltage transmission circuit and mutual inductances were considered, was set up. The electric arc model, which was novel for the electrode control, served as the electrical load and was connected to the power supply system model. The hydraulic actuator system model consists of the proportional valve part that is modeled to capture the dead-zone nonlinear characteristics and the hydraulic cylinder part where the impact of the load force is taken into account. By comparing simulation data and actual data, the results show that the electrode system model is proved to be accurate. 展开更多
关键词 electric arc furnace electrode system model electric arc model SIMULATION
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