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作者:

Nie, Songlin (Nie, Songlin.) (学者:聂松林) | Ji, Hui (Ji, Hui.) | Huang, Yeqing (Huang, Yeqing.) | Hu, Zhen (Hu, Zhen.) | Li, Yongping (Li, Yongping.)

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EI Scopus SCIE

摘要:

Fluid contamination is one of the main reasons for the wear failure and the related downtime in a hydraulic power system. Filters play an important role in controlling the contamination effectively, increasing the reliability of the system, and maintaining the system economically. Due to the uncertainties of system parameters, the complicated relationship among components, as well as the lack of effective approach, managing filters is becoming one of the biggest challenges for engineers and decision makers. In this study, a robust interval-based minimax-regret analysis (RIMA) method is developed for the filter management in a fluid power system (FPS) under uncertainty. The RIMA method can handle the uncertainties existed in contaminant ingressions of the system and contaminant holding capacity of filters without making assumption on probabilistic distributions for random variables. Through analyzing the system cost of all possible filter management alternatives, an interval element regret matrix can be obtained, which enables decision makers to identify the optimal filter management strategy under uncertainty. The results of a case study indicate that the reasonable solutions generated can help decision makers understand the consequence of short-term and long-term decisions, identify optimal strategies for filter allocation and selection with minimized system-maintenance cost and system-failure risk.

关键词:

minimax-regret fluid power system uncertainty Contamination control robust programming decision making

作者机构:

  • [ 1 ] [Nie, Songlin]Beijing Univ Technol, Coll Mech Engn & Appl Elect Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Ji, Hui]Beijing Univ Technol, Coll Mech Engn & Appl Elect Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Huang, Yeqing]Beijing Univ Technol, Coll Mech Engn & Appl Elect Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Hu, Zhen]Missouri Univ Sci & Technol, Dept Mech & Aerosp Engn, Rolla, MO 65401 USA
  • [ 5 ] [Li, Yongping]North China Elect Power Univ, SC Energy & Environm Res Acad, Beijing 102206, Peoples R China

通讯作者信息:

  • 聂松林

    [Nie, Songlin]Beijing Univ Technol, Coll Mech Engn & Appl Elect Technol, Beijing 100124, Peoples R China

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来源 :

ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH

ISSN: 0217-5959

年份: 2013

期: 6

卷: 30

1 . 4 0 0

JCR@2022

ESI学科: ENGINEERING;

JCR分区:4

中科院分区:4

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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