TY - CHAP
T1 - A Bird’s-Eye View of Data Validation in the Drinking Water Industry of the Netherlands
AU - Castro Gama, M.E.
AU - Agudelo-Vera, Claudia
AU - Bouziotas, D.
PY - 2020
Y1 - 2020
N2 - During the last decades, the role of data as a vital resource that enhances decision-making and supports efficient systems operation has become evident, with a growing number of companies viewing data as a key organizational aspects that has to be properly managed, instead of an operational side-product. At the same time, drinking water systems increase in complexity and feature smart sensors, which in turn leads to data-richer operation environments for the water services. Given this challenging context, the often-overlooked factor of ensuring high data quality and preventing errors in data streams becomes increasingly important. In this chapter the current data validation techniques, challenges and best practices of the Dutch drinking water companies is presented.
AB - During the last decades, the role of data as a vital resource that enhances decision-making and supports efficient systems operation has become evident, with a growing number of companies viewing data as a key organizational aspects that has to be properly managed, instead of an operational side-product. At the same time, drinking water systems increase in complexity and feature smart sensors, which in turn leads to data-richer operation environments for the water services. Given this challenging context, the often-overlooked factor of ensuring high data quality and preventing errors in data streams becomes increasingly important. In this chapter the current data validation techniques, challenges and best practices of the Dutch drinking water companies is presented.
UR - http://www.scopus.com/inward/record.url?scp=85097032406&partnerID=8YFLogxK
U2 - 10.1007/698_2020_609
DO - 10.1007/698_2020_609
M3 - Chapter
SN - ISBN 978-3-030-61972-5
T3 - The Handbook of Environmental Chemistry
SP - 65
EP - 110
BT - ICT for Smart Water Systems
A2 - Scozzari, Andrea
A2 - Han, Dawei
A2 - Solomatine, Dimitri
A2 - Mounce, Steve
A2 - Soldovieri, Francesco
PB - Springer
ER -