Why would the viewer keep consuming battery life once a PDF doc has been decoded? It's all loaded into memory and the device really only consumes power when a screen refresh (page turns, etc) is needed or it needs to read from the SD card.
I haven't tested it with my PDFs yet since I too mainly read ePUBs.
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