Mapping electricity access for a sixth of the world’s people. Duke Research blog, Aug. 1, 2017. To get power to people who lack electricity, first officials need to locate them. But for much of the developing world, reliable, up-to-date data on electricity access is hard to come by. Now, Duke students are applying machine learning to satellite images to make the job easier.