A review of the literature published in 2013 on topics relating to water resource recovery facilities (WRRF) in the areas of modeling, instrumentation, automation and optimization of wastewater treatment is presented. Note that WEF has adopted the term ‘WRRF’ replacing such previous terms as publicly owned treatment works, wastewater treatment plant, and other conventional terms and officially instituted this change in its publications beginning in 2012. It is anticipated the replaced terms will remain in use by other publications and authors for some time.