Numeric optimal sensor configuration solutions for wind turbine gearbox based on structure analysis

The wind turbine gearbox, an important component of wind turbines, has a high failure rate and maintenance cost; therefore, several vibration sensors are installed to execute effective condition monitoring, fault diagnosis, and prediction, for reducing the downtime caused by faults. The sensor positions should directly and accurately reflect the gearbox operating status and provide several signals to the condition monitoring system. This article studies a gearbox model and the gear tooth faults, and builds a gearbox gear vibration model involving these faults. Using structure analysis, sensor configuration solutions rendering all the tooth faults detectable and all the faults isolable are, respectively, obtained, based on the gear vibration model. The sensor configuration solutions of the wind turbine gearbox can guide wind turbine gearbox sensor installation in practice and support common wind turbine gearbox sensor configuration solutions in theory.

[1]  Erik Frisk,et al.  Sensor Placement for Fault Diagnosis , 2008, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[2]  Michael Rygaard Hansen,et al.  Modeling of Wind Turbine Gearbox Mounting , 2011 .

[3]  Hafid Haffaf,et al.  Optimal sensors placement for failures detection and isolation , 2009 .

[4]  M. Kubur,et al.  Dynamic Analysis of a Multi-Shaft Helical Gear Transmission by Finite Elements: Model and Experiment , 2004 .

[5]  Pei Chen,et al.  Wind Turbine Gearbox Fault Diagnosis Based on Improved EEMD and Hilbert Square Demodulation , 2017 .

[6]  Jerome P. Lynch,et al.  Optimal sensor placement for health monitoring of civil structures , 2011, ACC.

[7]  Robert G. Parker,et al.  Dynamic Modeling and Analysis of a Planetary Gear Involving Tooth Wedging and Bearing Clearance Nonlinearity , 2009 .

[8]  Yibing Liu,et al.  Pitting Fault Detection of a Wind Turbine Gearbox Using Empirical Mode Decomposition , 2014 .

[9]  N. S. Mendelsohn,et al.  Coverings of Bipartite Graphs , 1958, Canadian Journal of Mathematics.

[10]  Vicenç Puig,et al.  Optimal sensor placement for model-based fault detection and isolation , 2007, 2007 46th IEEE Conference on Decision and Control.

[11]  Datong Qin,et al.  Study on Dynamic Characteristics of Gear Transmission System of Wind Turbine , 2011 .

[12]  Mattias Krysander,et al.  Fault Diagnosis utilizing Structural Analysis , 2002 .

[13]  Erik Frisk,et al.  Sensor placement for maximum fault isolability , 2007 .