2019
DOI: 10.1016/j.watres.2019.02.034
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Sweating the assets – The role of instrumentation, control and automation in urban water systems

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Cited by 87 publications
(57 citation statements)
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“…The outcome of any model or data analysis is only as good as the data that are entered into the process. For example, digitalisation may be based on online sensor water quality data (Blumensaat et al, 2019;Vanrolleghem and Lee, 2003;Yuan et al, 2019). Inaccurate data due to sensor fouling, drift, or lack or maintenance or calibration can lead to erroneous results and consequently fallacious decisions (Rieger et al, 2010).…”
Section: The Importance Of Data and Qualitymentioning
confidence: 99%
“…The outcome of any model or data analysis is only as good as the data that are entered into the process. For example, digitalisation may be based on online sensor water quality data (Blumensaat et al, 2019;Vanrolleghem and Lee, 2003;Yuan et al, 2019). Inaccurate data due to sensor fouling, drift, or lack or maintenance or calibration can lead to erroneous results and consequently fallacious decisions (Rieger et al, 2010).…”
Section: The Importance Of Data and Qualitymentioning
confidence: 99%
“…These are the most critical challenges requiring urgent research attention as the efficient end-user data analysis approach can benefit the customers' billing and costs. Such work will provide insight into future big water data management research and commercial applications [107][108][109].…”
Section: Smart Water (End-user) Data Disaggregation and Analysismentioning
confidence: 99%
“…Sensor-based control was reviewed by Yuan et al (2019) focusing on interoperability among commonly perceived independent subcategories of water and wastewater pipe systems and treatment systems. Kõrgmaa et al (2019) reported on the use of sensor-based automation to improve sludge volume index in several water reclamation plants and process consistency.…”
Section: Instrumentationmentioning
confidence: 99%