Many wind turbine gearboxes require repair or replacement well before reaching the end of their design life. The most common failure is bearing axial cracks, commonly called white etching cracks (WECs), which typically occur in the inner raceways of the high-speed parallel-stage rolling element bearings. Although the root causes of WECs are debated, one theory is that they are related to routine dynamic operating conditions and occasional transient events prevalent in wind turbines that can result in high bearing stress and sliding of the rolling elements. This paper examined wind turbine gearbox high-speed shaft bearing loads and stresses through modeling and full-scale dynamometer testing. Bearing outer race loads were directly measured and predicted using a variety of modeling tools in normal operations, misaligned conditions, and transient events particularly prone to bearing sliding. Test data and models of bearing loads were well correlated. Neither operational misalignment due to rotor moments nor static generator misalignment affected the bearing loads when compared with pure-torque conditions. Thus, it is not likely that generator misalignment is a causal factor of WECs. In contrast, during transient events, the bearings experienced alternating periods of high stress, torque reversals, and loads under the minimum requisite at high rotating speeds while showing indications of sliding, all of which could be related to the formation of WECs. KEYWORDS axial crack, bearing load, gearbox, reliability, white etching crack 1 | INTRODUCTIONThe cost of energy from wind has declined tremendously over the past 2 decades 1 owing to a combination of lower capital costs, higher availability and production, and more efficient operation 2,3 ; however, wind power plant operation and maintenance costs are frequently higher than anticipated, 4 and a significant portion of these costs is related to drivetrain reliability. 5 In 2007, the US Department of Energy established the Gearbox Reliability Collaborative (GRC) with the goal of understanding the root causes of premature gearbox failures and improving gearbox reliability. 6 To date, the GRC has focused on testing and modeling a 750-kW drivetrain, including the dedicated design and testing of 2 gearboxes. The GRC has led to major insights relating to the detrimental effect of rotor moments on planetary load sharing, the predicted fatigue life in high-torque conditions, and the risk of planetary bearing sliding in low-torque conditions. 7Although planetary gear and bearing failures attract much attention because of their high repair costs, the most commonly damaged components in wind turbine gearboxes are the rolling element bearings in the high-speed parallel stages. 8 The damage is dominated by axial cracks, also commonly called white etching cracks (WECs), rather than classic rolling contact fatigue. 9 The term white etching refers to the appearance of the steel microstructure when the bearing cross sections are polished, etched with chemicals, and examined under reflect...