Some efforts at monitoring quality of access are beginning in India. A group out of the University of Michigan has been trying to develop a monitor of access quality using satellite night time imagery of lights. Prayas (Energy Group) has also sponsored an Electricity Supply Monitoring Initiative (ESMI), where they use electricity monitors on the ground to examine the quality of supply.