| 设备可靠性评测仿真系统 |
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| 引用本文： | 罗晓川,袁海文,马钊. 设备可靠性评测仿真系统[J]. 计算机系统应用, 2015, 24(4): 38-43 |
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| 作者姓名： | 罗晓川 袁海文 马钊 |
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| 作者单位： | 1. 北京航空航天大学自动化科学与电气工程学院,北京,100191
2. 中国电力科学研究院,北京,100192 |
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| 基金项目： | 国家自然科学基金(61273165);国家电网"千人计划"专项 |
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| 摘 要： | 设备可靠性评测仿真系统是为了智能管理仓库内设备和提高设备整体可靠性。针对仓库内设备可靠性评测,先进行设备模型化,提取有效因素对设备分类汇总,以建立设备聚类模型和设备管理学习模型,并与基于可靠度的设备维护模型相结合,完整实现对设备调度和维护的决策,并制定有效的维护计划。本系统创建的结构对设备可靠性评测和设备管理具有一定研究意义。
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| 关 键 词： | 可靠性 设备管理 聚类 机械学习 |
| 收稿时间： | 2014-08-13 |
| 修稿时间： | 2014-09-23 |
Simulation System of Equipment Reliability Evaluation |
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| LUO Xiao-Chuan,YUAN Hai-Wen and MA Zhao. Simulation System of Equipment Reliability Evaluation[J]. Computer Systems& Applications, 2015, 24(4): 38-43 |
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| Authors: | LUO Xiao-Chuan YUAN Hai-Wen MA Zhao |
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| Affiliation: | School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China;School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China;China Electric Power Research Institute, Beijing 100192, China |
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| Abstract: | The simulation system of equipment reliability evaluation is to the intelligent management of equipment in warehouse and improving overall equipment reliability. Aimed at the equipment reliability evaluation, equipment of warehouse can be modeled. The purpose of it is extracting effective factors to classify equipment and building two models that are the clustering model and the management model. These two models can be combined with the maintenance model, which is based on the equipment reliability evaluation, in order to realize the decisions of the equipment scheduling and maintenance. It can intelligently develop the schedule of equipment's using and maintenance. The structure of this system has certain significance for the study of the equipment reliability evaluation and management at the warehouse. |
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| Keywords: | reliability equipment management clustering machine learning |
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