The invention discloses low-temperature and low-pressure-change-resistant hydrogenated nitrile rubber for wind power and a preparation method, and particularly relates to the technical field of rubber, and the low-temperature and low-pressure-change-resistant hydrogenated nitrile rubber is prepared from the following raw materials in parts by weight: 100 parts of hydrogenated nitrile rubber, 30-50 parts of filler, 10-30 parts of plasticizer, 1-5 parts of anti-aging agent, 1-10 parts of vulcanizing agent, 1-10 parts of accelerant and 1-20 parts of argil. The hydrogenated butadiene-acrylonitrile rubber prepared by the invention has excellent low temperature resistance, oil resistance and heat resistance, and good wear resistance; during preparation, the filler and the plasticizer are added in stages, so that the dispersity of rubber components is guaranteed, and in addition, the heat-resistant inorganic filler is added and dispersed in the rubber, so that the rubber is less affected by pressure change, and the service life of the rubber is prolonged. Therefore, the hydrogenated butadiene-acrylonitrile rubber prepared by the invention can be widely applied to a wind power equipment sealing environment with a severe climatic environment to replace foreign products.