I'm planning a low power data logger deployment that needs to run through the winter, including at temperatures potentially dropping to -40 degrees. In normal operation, the system consumes an average of 290 uA, and so can last on AA batteries for 6+ months. My highest current consumptions are during data writes to an uSD card, which will be avoided as much as possible at the lowest temperatures. I'm trying to keep the deployment compact and closed, but space limitations are not too severe.
To help the batteries at the lowest temperatures, I'm thinking about having a super capacitor in parallel. I'm wondering if the following makes sense? The logger system to be powered operates at 3.3V and includes a 3.3V linear regulator (MCP1700).
The second part of this question is about what batteries to use. One thought is to use D-cell batteries for their extra head-room, even though AAs have enough mAh on paper to do the job. I understand that primary lithium batteries have the best low temperature performance, but that's just from googling, not first hand experience. As best I can tell, nobody makes primary lithium D-cells (just rechargeables, but maybe that's a good option?). So I'm thinking to use "Energizer Ultimate Lithium TM" batteries, but maybe use 6 in combined parallel & series to make up the 4.5 V battery pack I need. Does anyone have experience with these different options (or a suggestion of a better option)?