The invention relates to an olefin polymerization method. The method comprises steps as follows: a hexane solution of triethyl aluminum, a hexane solution of cyclohexyldimethoxymethylsilane and a catalyst are sequentially added to a high-pressure reactor under the protection of nitrogen, the high-pressure reactor is closed, 1.5-8.0 L of hydrogen and liquid olefin are added, the components are heated to 60-80 DEG C to react for 1-2 h, cooled, subjected to pressure release, discharged and dried, and polymers are obtained. According to the olefin polymerization method, a supporter and the catalyst are improved, so that when the catalyst prepared from the supporter is used for polymerization of olefin, especially, polymerization of propylene, activity and hydrogen regulation sensitivity of the catalyst can be improved, particle morphology of obtained polymers is good, bulk density of the polymers can be reduced, and no special-shaped materials are produced basically.