The dynamic loads on the rollers inside the bearings of large wind turbine gearboxes operating under transient conditions are presented with a focus on identifying conditions leading to slippage of rollers. The methodology was developed using a multi-body model of the drivetrain coupled with aeroelastic simulations of the wind turbine system. A 5 MW reference wind turbine is considered for which a three-stage planetary gearbox is designed on the basis of upscaling of an actual 750 kW gearbox unit. Multi-body dynamic simulations are run using the ADAMS software using a detailed model of the gearbox planetary bearings to investigate transient loads inside the planet bearing. It was found that assembly and pre-loading conditions have significant influence on the bearing's operation. Also, the load distribution in the gearbox bearings strongly depends on wind turbine operation. Wind turbine start-up and shut-down under normal conditions are shown to induce roller slippage, as characterized by loss of contacts and impacts between rollers and raceways. The roller impacts occur under reduced initial pre-load on opposite sides of the load zone followed by stress variation, which can be one of the potential reasons leading to wear and premature bearing failures.While the focus herein is on the gearbox, important WT aspects like aeroelastic interactions and control are included. Aeroelastic models allow interactions between inertial, elastic and aerodynamic forces and their servo mechanisms. Examples of aeroelastic software are FAST 10 developed by NREL, HAWC2 11 by DTU Wind Energy, Bladed 12 developed by DNV-GL and AdWiMo 13 by MSC Software. These calculate WT loads and response in the time domain on the basis of input environmental conditions, but usually, in these models, the gearbox dynamics are neglected. 14 The detailed models for drivetrain components, usually for gearboxes, can be built by lumped parameter models, multi-body system or finite element (FE) method. These models allow simulation of the internal loading resulting from dynamical interactions in the drivetrain. It is important to determine the level of complexity required to balance between accuracy and computational efficiency. According to Guo et al., 15 for drivetrain modeling, the gearbox alone is insufficient to capture component loads and motions; coupling with the main bearing and generator is important. For simulation of loads in a gearbox, it is important to include the clearance in bearings and pre-load, which can influence the non-torque load transfer path, as well as deformations of housing and carrier that can change bearing loads. From the point of view of excitation sources, besides the torque input, the non-torque loads and gravity are relevant. 15 Oyague 14 has presented the state of the art on simulation codes for WT's gearboxes. The author has shown four stages of drivetrain modeling due to model complexity. A purely torsional model of WT drivetrain based on the lumped parameter system with 5 degrees of freedom (DOFs) was used by Mandic...