A review of reliability-based methods for risk analysis and their application in the offshore wind industry

被引:107
作者
Leimeister, Mareike [1 ,2 ]
Kolios, Athanasios [2 ]
机构
[1] Fraunhofer Inst Wind Energy Syst IWES, Luneort 100, D-27572 Bremerhaven, Germany
[2] Cranfield Univ, Energy & Power, Whittle Bldg, Cranfield MK43 0AL, Beds, England
基金
英国工程与自然科学研究理事会;
关键词
Reliability; Quantitative method; Qualitative method; Risk analysis; Offshore wind turbine; DESIGN OPTIMIZATION; TURBINE; MAINTENANCE; MODEL; OPERATIONS; FRAMEWORK; GROWTH; TIME;
D O I
10.1016/j.rser.2018.04.004
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Offshore and marine renewable energy applications are governed by a number of uncertainties relevant to the design process and operational management of assets. Risk and reliability analysis methods can allow for systematic assessment of these uncertainties, supporting decisions integrating associated consequences in case of unexpected events. This paper focuses on the review and classification of such methods applied specifically within the offshore wind industry. The quite broad differentiation between qualitative and quantitative methods, as well as some which could belong to both groups depending on the way in which they are used, is further differentiated, based on the most commonly applied theories. Besides the traditional qualitative failure mode, tree, diagrammatic, and hazard analyses, more sophisticated and novel techniques, such as correlation failure mode analysis, threat matrix, or dynamic fault tree analysis, are coming to the fore. Similarly, the well-practised quantitative approaches of an analytical nature, such as the concept of limit states and first or second order reliability methods, and of a stochastic nature, such as Monte Carlo simulation, response surface, or importance sampling methods, are still common practice. Further, Bayesian approaches, reliability-based design optimisation tools, multivariate analyses, fuzzy set theory, and data pooling strategies are finding more and more use within the reliability assessment of offshore and marine renewable energy assets.
引用
收藏
页码:1065 / 1076
页数:12
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