“…Digital water meters and Advanced Metering Infrastructure (AMI) have grown in adoption across the water industry ( West Monroe, 2017 ) and provide capabilities to record water consumption data at the account level at medium (hourly) and high (sub-hourly) temporal resolution ( Nguyen, Stewart, Zhang, Sahin, Siriwardene, 2018 , Pesantez, Berglund, Kaza, 2020a ). Analysis of smart water meter data has contributed primarily to demand management, however, as part of conservation programs ( Visser et al., 2021 ), end use modeling ( Bethke et al., 2021 ), and leakage identification approaches ( Booysen et al., 2019 ). Further research is needed to fulfill the promise of digital water in improving the resilience and efficiency of managing infrastructure.…”