2017•Energy and Power EngineeringOpen access

An Improved FMECA Method for Wind Turbines Health Management

Mian Du, Jun Lan Yi, Jianbo Guo, Lin Cheng, Shicong Ma, Qingchuan He

Open full text 14 citations

Abstract

In this paper, an improved Failure Modes, Effects and Criticality Analysis (FMECA) method for wind turbine reliability investigation is proposed.According to previous work, the main deficiencies of Risk Priority Number (RPN) based criticality analysis are presented.For the qualitative analysis, failure modes and main causes of a gearbox are analyzed on subcomponents level with available data.After that, inspection approaches are provided and mitigation methods are recommended from both design and maintenance stage.For criticality analysis, another index, Probable Profit Loss (PPL) is created and all the parameters are carefully defined to overcome the limits of conventional RNP method.Moreover, to make PPL applicable for maintenance tasks, different maintenance types are considered for profit loss calculation.The criticality rank shows the efficiency of the index and can be used as reference for making maintenance schedules.

Open-access reader

About this research paper

What this paper is about

In this paper, an improved Failure Modes, Effects and Criticality Analysis (FMECA) method for wind turbine reliability investigation is proposed.According to previous work, the main deficiencies of Risk Priority Number (RPN) based criticality analysis are presented.For the qualitative analysis, failure modes and main causes of a gearbox are analyzed on subcomponents level with available data.After that, inspection approaches are provided and mitigation methods are recommended from both design and maintenance stage.For criticality analysis, another index, Probable Profit Loss (PPL) is created and all the parameters are carefully defined to overcome the limits of conventional RNP method.Moreover, to make PPL applicable for maintenance tasks, different maintenance types are considered for profit loss calculation.The criticality rank shows the efficiency of the index and can be used as reference for making maintenance schedules.

Why it matters

OpenAlex reports 14 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

In this paper, an improved Failure Modes, Effects and Criticality Analysis (FMECA) method for wind turbine reliability investigation is proposed.According to previous work, the main deficiencies of Risk Priority Number (RPN) based criticality analysis are presented.For the qualitative analysis, failure modes and main causes of a gearbox are analyzed on subcomponents level with available data.After that, inspection approaches are provided and mitigation methods are recommended from both design and maintenance stage.For criticality analysis, another index, Probable Profit Loss (PPL) is created and all the parameters are carefully defined to overcome the limits of conventional RNP method.Moreover, to make PPL applicable for maintenance tasks, different maintenance types are considered for profit loss calculation.The criticality rank shows the efficiency of the index and can be used as reference for making maintenance schedules.

Key concepts: Failure mode, effects, and criticality analysis, Wind power, Marine engineering, Engineering, Reliability engineering, Environmental science, Electrical engineering, Failure mode and effects analysis

Related papers

Back to paper searchBrowse research topicsOriginal source
An Improved FMECA Method for Wind Turbines Health Management — Research Paper | ScholarLens