It's a considerable effort to regularly test the accuracy of large water meters, but inadequate testing and maintenance can result in overlooked issues and considerable water loss. As one water utility learned, data analysis through advanced metering infrastructure can be valuable to the testing process.
Hughes et al. (Mon,) studied this question.