"Energy efficiency" and "conservation" are often used interchangeably.
But they aren't exactly the same.
"Conservation" is going without: Turning down your thermostat, reading by candlelight. "Efficiency," on the other hand, means getting the same energy service - the same lifestyle - with less raw fuel input. It means doing something faster, cleaner, less expensive.
via Alliance to Save Energy