Optimization of hydrometric monitoring network in urban drainage systems using information theory

• Published in: Water science and technology Vol. 76; no. 7-8; pp. 1603 - 1613
• Main Author: Yazdi, J
• Format: Journal Article
• Language: English
• Published: England IWA Publishing 01-10-2017
• Subjects: Consulting; Control surfaces; Drainage patterns; Drainage systems; Entropy; Environmental monitoring; Frameworks; Gauges; Groundwater; Hydrology; Information systems; Information theory; Mathematical models; Measuring instruments; Methods; Modelling; Monitoring; Monitoring systems; Multiple objective analysis; Optimization; Optimization techniques; Precipitation; Rain; Random variables; Rivers; Runoff; Salinity; Site selection; Stations; Stormwater management; Surface runoff; Surface water; Urban areas; Urban drainage; Urban runoff; Water quality; Watershed management; Watersheds; Iran
• ISSN: 0273-1223; 1996-9732
• DOI: 10.2166/wst.2017.226

Regular and continuous monitoring of urban runoff in both quality and quantity aspects is of great importance for controlling and managing surface runoff. Due to the considerable costs of establishing new gauges, optimization of the monitoring network is essential. This research proposes an approach for site selection of new discharge stations in urban areas, based on entropy theory in conjunction with multi-objective optimization tools and numerical models. The modeling framework provides an optimal trade-off between the maximum possible information content and the minimum shared information among stations. This approach was applied to the main surface-water collection system in Tehran to determine new optimal monitoring points under the cost considerations. Experimental results on this drainage network show that the obtained cost-effective designs noticeably outperform the consulting engineers' proposal in terms of both information contents and shared information. The research also determined the highly frequent sites at the Pareto front which might be important for decision makers to give a priority for gauge installation on those locations of the network.