Study on failure mechanism and sealing performance optimization of compression packer

•The fitting experiment of rubber stress-strain data was carried out.•The appropriate hardness rubber cylinder is verified by experiments.•The failure reason of conventional packer is analyzed and found.•A new type of expanding packer is designed and its advantages are verified.