A reliability-and-cost-based fuzzy approach to optimize preventive maintenance scheduling for offshore wind farms

•Preventive maintenance of offshore wind farms is discussed in the fuzzy environment.•A fuzzy multi-objective non-linear chance-constrained programming model is proposed.•Reliability and cost goals, and constraints are newly defined for offshore scenario.•A 2-phase solution framework combining opera...

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Veröffentlicht in:	Mechanical systems and signal processing Jg. 124; S. 643 - 663
Hauptverfasser:	Zhong, Shuya, Pantelous, Athanasios A., Goh, Mark, Zhou, Jian
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Berlin Elsevier Ltd 01.06.2019 Elsevier BV
Schlagworte:	Classification Fuzzy chance-constrained programming Fuzzy multi-objective programming Genetic algorithms Maintenance cost Maintenance management Mathematical models Mathematical programming Multiple objective analysis Offshore energy sources Offshore wind energy Optimization Preventive maintenance Preventive maintenance scheduling Production scheduling Reliability Schedules Scheduling Sorting algorithms Wind farms Wind power Wind power generation Wind turbines Maintenance cost Fuzzy chance-constrained programming Offshore wind energy Preventive maintenance scheduling Reliability Fuzzy multi-objective programming
ISSN:	0888-3270, 1096-1216
Online-Zugang:	Volltext
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