The dehumidification capacity of the zeolite or silica gel may have deteriorated. Replace them.
For the nitrogen gas piping, use PTFE tubes or stainless steel tubes.
Wire reinforced tubes, plastic tubes, and nylon tubes might allow moisture to penetrate from outside the tube, causing the drift to become unstable.