| 油料装备智能维修仿真平台研究 |
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| 引用本文： | 曾慧娥,周庆忠.油料装备智能维修仿真平台研究[J].计算机仿真,2010,27(5):149-152. |
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| 作者姓名： | 曾慧娥 周庆忠 |
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| 作者单位： | 1. 重庆科技学院,重庆,401331
2. 解放军后勤工程学院,重庆,400016 |
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| 基金项目： | 国防重大攻关项目(J20109063) |
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| 摘 要： | 在研究油料装备维修管理特点的基础上,提出油料装备智能维修仿真平台框架。为提高维修效率和质量,将模糊神经网络应用于故障诊断中,建立故障智能诊断模型,给出了故障诊断模糊神经网络结构。将灰色预测理论和神经网络应用于装备维修领域,建立油料装备维修备件储备策略模型。研究微粒群优化算法的油料装备维修策略模型,使得油料装备维修有效性及经济性达到最佳。油料装备智能维修仿真平台的研究,对提高油料装备维修科学化和智能化水平,加强油料装备保障力度具有重要意义。
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| 关 键 词： | 油料装备 智能维修 故障诊断 模糊神经网络 灰色神经网络 微粒群优化 |
Research on Intelligent Maintenance Simulation Platform for Oil Equipment |
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| ZENG Hui-e,ZHOU Qing-zhong.Research on Intelligent Maintenance Simulation Platform for Oil Equipment[J].Computer Simulation,2010,27(5):149-152. |
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| Authors: | ZENG Hui-e ZHOU Qing-zhong |
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| Affiliation: | 1.Chongqing science and technology College/a>;Chongqing 401331/a>;China/a>;2.Logistical Engineering University PLA/a>;Chongqing 400016/a>;China |
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| Abstract: | By analyzing the features of maintenance management for oil equipment,the framework for intelligent maintenance simulation platform of oil equipment is presented.The intelligent fault diagnosis model for oil equipment is constructed,and the fault diagnosis rule,fuzzy reasoning steps,definition of fuzzy operator and its reasoning way are discussed.The grey forecast theory and neural network are applied to equipment maintenance field,the reserving decision model for spare parts is constructed.The oil equipmen... |
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| Keywords: | Oil equipment Intelligent maintenance Fault diagnosis Fuzzy neural networks Grey neural networks Particle swarm optimization |
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