1. A computing device comprising: one or more processors; a memory for storing machine readable instructions; a data store; a meter data management testing module stored in the memory and executing on at least one of the one or more processors to test a meter data management system using a data set of representative metering data and a user-generated test scenario specifying a plurality of metering parameters, wherein the representative metering data is associated with utility usage data of an advanced meter infrastructure (AMI), and wherein the test generates test data of the meter data management system; and a synthetic data generator module stored in the memory and executing on at least one of the one or more processors to generate a synthetic data set of representative metering data to be used by the meter data management testing module.