Maintenance Grouping Optimization for Offshore Wind Turbine Considering Opportunities Based on Rolling Horizon Approach

In future, offshore wind turbines may be consider a crucial part in the supply of energy. Maintenance processes are directed to attain a safe and reliable operation of offshore machines and wind turbines. In this paper, an opportunistic maintenance strategy for offshore wind turbine is proposed, con...

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Main Authors: Lua Yang, Suna Liping, Kanga Jichuan, Zhang Xinyue
Format: Article
Language:English
Published: Sciendo 2018-06-01
Series:Polish Maritime Research
Subjects:
Online Access:https://doi.org/10.2478/pomr-2018-0063
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spelling doaj-8c67bcace5564080abbb0e31c81141662021-09-05T14:01:07ZengSciendoPolish Maritime Research2083-74292018-06-0125212313110.2478/pomr-2018-0063pomr-2018-0063Maintenance Grouping Optimization for Offshore Wind Turbine Considering Opportunities Based on Rolling Horizon ApproachLua Yang0Suna Liping1Kanga Jichuan2Zhang Xinyue3College of Shipbuilding Engineering, Harbin Engineering University, Harbin, ChinaCollege of Shipbuilding Engineering, Harbin Engineering University, Harbin, ChinaCollege of Shipbuilding Engineering, Harbin Engineering University, Harbin, ChinaHeilongjiang Water Transport Planning and Design Institute, Harbin, ChinaIn future, offshore wind turbines may be consider a crucial part in the supply of energy. Maintenance processes are directed to attain a safe and reliable operation of offshore machines and wind turbines. In this paper, an opportunistic maintenance strategy for offshore wind turbine is proposed, considering imperfect maintenance and the preventive maintenance durations. Reliability Centric Maintenance serves as a proactive tactic to operations and maintenance by inhibiting the possible reasons of poor performance and controlling failures. Other components can implement the opportunistic preventive maintenances if one component has reached its reliability threshold. According to the rolling horizon approach, it is of great importance to update the maintenance planning for the sake of the short-term information. By figuring out the best combination, the maintenance schedule in the mission time has been finally determined. Failure information are obtained from previous studies to accomplish the calculations. The outcomes indicate that the maintenance cost has been dramatically reduced through the application of opportunistic maintenance.https://doi.org/10.2478/pomr-2018-0063offshore wind turbineopportunistic maintenancerolling horizonimperfect maintenancepreventive maintenance durations
collection DOAJ
language English
format Article
sources DOAJ
author Lua Yang
Suna Liping
Kanga Jichuan
Zhang Xinyue
spellingShingle Lua Yang
Suna Liping
Kanga Jichuan
Zhang Xinyue
Maintenance Grouping Optimization for Offshore Wind Turbine Considering Opportunities Based on Rolling Horizon Approach
Polish Maritime Research
offshore wind turbine
opportunistic maintenance
rolling horizon
imperfect maintenance
preventive maintenance durations
author_facet Lua Yang
Suna Liping
Kanga Jichuan
Zhang Xinyue
author_sort Lua Yang
title Maintenance Grouping Optimization for Offshore Wind Turbine Considering Opportunities Based on Rolling Horizon Approach
title_short Maintenance Grouping Optimization for Offshore Wind Turbine Considering Opportunities Based on Rolling Horizon Approach
title_full Maintenance Grouping Optimization for Offshore Wind Turbine Considering Opportunities Based on Rolling Horizon Approach
title_fullStr Maintenance Grouping Optimization for Offshore Wind Turbine Considering Opportunities Based on Rolling Horizon Approach
title_full_unstemmed Maintenance Grouping Optimization for Offshore Wind Turbine Considering Opportunities Based on Rolling Horizon Approach
title_sort maintenance grouping optimization for offshore wind turbine considering opportunities based on rolling horizon approach
publisher Sciendo
series Polish Maritime Research
issn 2083-7429
publishDate 2018-06-01
description In future, offshore wind turbines may be consider a crucial part in the supply of energy. Maintenance processes are directed to attain a safe and reliable operation of offshore machines and wind turbines. In this paper, an opportunistic maintenance strategy for offshore wind turbine is proposed, considering imperfect maintenance and the preventive maintenance durations. Reliability Centric Maintenance serves as a proactive tactic to operations and maintenance by inhibiting the possible reasons of poor performance and controlling failures. Other components can implement the opportunistic preventive maintenances if one component has reached its reliability threshold. According to the rolling horizon approach, it is of great importance to update the maintenance planning for the sake of the short-term information. By figuring out the best combination, the maintenance schedule in the mission time has been finally determined. Failure information are obtained from previous studies to accomplish the calculations. The outcomes indicate that the maintenance cost has been dramatically reduced through the application of opportunistic maintenance.
topic offshore wind turbine
opportunistic maintenance
rolling horizon
imperfect maintenance
preventive maintenance durations
url https://doi.org/10.2478/pomr-2018-0063
work_keys_str_mv AT luayang maintenancegroupingoptimizationforoffshorewindturbineconsideringopportunitiesbasedonrollinghorizonapproach
AT sunaliping maintenancegroupingoptimizationforoffshorewindturbineconsideringopportunitiesbasedonrollinghorizonapproach
AT kangajichuan maintenancegroupingoptimizationforoffshorewindturbineconsideringopportunitiesbasedonrollinghorizonapproach
AT zhangxinyue maintenancegroupingoptimizationforoffshorewindturbineconsideringopportunitiesbasedonrollinghorizonapproach
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