Hi Abualnassr,
I work for a fan manufacturer, and I work almost exclusively in Imperial units of measure.
I want to convert your fan performance data into Imperial units, but have no idea what the "N" prefix represents in your volumetric flow rate (4400 Nm^3/hr).
I disregarded the "N", and converted 4400 m^3/hr into 2590 ft^3/min. This seems to be a very small value; not correct.
I converted 0.07 bar into 2.07 inches of water (in wg).
I converted 25 kW into 33.52 HP.
If these values are correct, it appears to me that the bearings are very lightly loaded. It is likely that there isn't enough load to properly engage the rollers. The rollers then skid between the inner and outer races instead of rolling, leading to pre-mature failure. (It's more common than one might guess).
Calculating the loads:
Axial thrust = (Total fan static pressure) x (cross sectional area of fan inlet) This is only applicable if the fan wheel has a backplate. If no backplate, the thrust load is negligible, and can be disregarded.
Radial load: The radial load on each bearing is determined using a simple beam diagram. There are two supports and two un-equal loads, one beyond each bearing. One load is the weight of the wheel and the other load is the belt-pull and weight of the sheave. If you have an Arrangement 8 fan (direct drive) there will be virtually no load on the fan outboard bearing.
The simple beam diagram to use is the "Beam Overhanging One Support - Concentrated Load At End of Overhang". It will show a downward force due to the load adjacent to a bearing, and an upward force on the other bearing due to the pivot across the first bearing. The calc's will need to be run twice; once for each load at opposite ends of the fan shaft, and the results added together. Keeping track of positive and negative values is critical!
Best wishes!