If Sense is unable to reconnect, the monitor can hold at least six hours of device-specific, per-second offline data. After that space is exhausted, the data may be lost, but the monitor will try to preserve per-minute data for whole home consumption and solar production for a minimum of three months.
Note that in cases where multiple power outages occur while Sense is disconnected from Wi-Fi, further data loss can occur.