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典型文献

Review on Artificial Intelligence-aided Life Extension Assessment of Offshore Wind Support Structures

文献摘要：

The primary objective of the present literature review is to provide a constructive and systematical discussion based on the relevant development, unsolved issues, gaps, and misconceptions in the literature regarding the fields of study that are building blocks of artificial intelligence-aided life extension assessment for offshore wind turbine support structures. The present review aims to set up the needed guidelines to develop a multi-disciplinary framework for life extension management and certification of the support structures for offshore wind turbines using artificial intelligence. The main focus of the literature review centres around the intelligent risk-based life extension management of offshore wind turbine support structures. In this regard, big data analytics, advanced signal processing techniques, supervised and unsupervised machine learning methods are discussed within the structural health monitoring and condition-based maintenance planning, the development of digital twins. Furthermore, the present review discusses the critical failure mechanisms affecting the structural condition, such as high-cycle fatigue, low-cycle fatigue, fracture, ultimate strength, and corrosion, considering deterministic and probabilistic approaches.

文献关键词：

中图分类号：

[1] 自动化技术、计算机技术（TP） / 计算技术、计算机技术（TP3） / 计算机的应用（TP39） / 信息处理(信息加工)（TP391）

[2] 医药、卫生（R） / 基础医学（R3） / 病理学（R36） / 病理过程（R364）

[3] 医药、卫生（R） / 神经病学与精神病学（R74） / 神经病学（R741）

作者姓名：

B.Yeter;Y.Garbatov;C.Guedes Soares

作者机构：

Centre for Marine Technology and Ocean Engineering(CENTEC),Instituto Superior Técnico,Universidade de Lisboa,Lisbon,Portugal

文献出处：

哈尔滨工程大学学报（英文版）

引用格式：

[1]B.Yeter;Y.Garbatov;C.Guedes Soares-.Review on Artificial Intelligence-aided Life Extension Assessment of Offshore Wind Support Structures)[J].哈尔滨工程大学学报（英文版）,2022(04):26-54

A类：

B类：

Review,Artificial,Intelligence,aided,Life,Extension,Assessment,Offshore,Wind,Support,Structures,primary,objective,present,literature,review,provide,constructive,systematical,discussion,relevant,development,unsolved,issues,gaps,misconceptions,regarding,fields,study,that,are,building,blocks,artificial,intelligence,life,extension,assessment,offshore,wind,support,structures,aims,set,needed,guidelines,multi,disciplinary,framework,management,certification,turbines,using,focus,centres,around,intelligent,risk,this,big,data,analytics,advanced,signal,processing,techniques,unsupervised,machine,learning,methods,discussed,within,structural,health,monitoring,condition,maintenance,planning,digital,twins,Furthermore,discusses,critical,failure,mechanisms,affecting,such,high,cycle,fatigue,low,fracture,ultimate,strength,corrosion,considering,deterministic,probabilistic,approaches

AB值：

0.641849

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