naa a22 4500 51081901X CHVBK 20180411083522.0 cr unu---uuuuu 180411e20130101xx s 000 0 eng 10.1007/s11814-012-0108-y doi (NATIONALLICENCE)springer-10.1007/s11814-012-0108-y Determination of key sensor locations for non-point pollutant sources management in sewer network [Elektronische Daten] [OnYu Kang, SeungChul Lee, Kailas Wasewar, MinJeong Kim, Hongbin Liu, TaeSeok Oh, Emad Janghorban, ChangKyoo Yoo] As the importance of watershed management has emerged for water systems, non-point pollutant sources have been blamed as the main problem of water pollution. To control non-point pollutant sources, it is necessary to monitor sewers connected to the watershed and to analyze their effects on the sewer network. As the cost to monitor a sewer network depends on the number of sensors installed, the monitoring stations should be decided with proper guide of the installation location rule. In present paper, a new method to select the proper sensor location is proposed by combining monitoring information with data mining techniques. To estimate the amount of pollutants by wash-off and to find the sensor locations in a sewer network, three scenarios are considered based on rainfall intensity, influent concentrations and flow rate. The optimal locations of the sensor were selected based on the proposed method to facilitate the management of non-point pollutant source in sewer network. The presented approach can be extended to a complex sewer network system to design a minimum number of sensors and optimum locations for the sensors. Korean Institute of Chemical Engineers, Seoul, Korea, 2012 Sewer Network nationallicence Non-point Pollutant Sources nationallicence Sensor Location nationallicence Data Mining nationallicence ANOVA nationallicence Kang OnYu Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut Lee SeungChul Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut Wasewar Kailas Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut Kim MinJeong Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut Liu Hongbin Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut Oh TaeSeok Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut Janghorban Emad Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut Yoo ChangKyoo Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut Korean Journal of Chemical Engineering Springer US; http://www.springer-ny.com 30/1(2013-01-01), 20-26 0256-1115 30:1<20 2013 30 11814 https://doi.org/10.1007/s11814-012-0108-y text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11814-012-0108-y text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Kang OnYu Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut NATIONALLICENCE 700 1- Lee SeungChul Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut NATIONALLICENCE 700 1- Wasewar Kailas Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut NATIONALLICENCE 700 1- Kim MinJeong Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut NATIONALLICENCE 700 1- Liu Hongbin Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut NATIONALLICENCE 700 1- Oh TaeSeok Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut NATIONALLICENCE 700 1- Janghorban Emad Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut NATIONALLICENCE 700 1- Yoo ChangKyoo Department of Environmental Science and Engineering, Center for Environmental Studies, Kyung Hee University, Seocheon-dong 1, Giheung-gu, 446-701, Yongin-si, Gyeonggi-do, Korea aut NATIONALLICENCE 773 0- Korean Journal of Chemical Engineering Springer US; http://www.springer-ny.com 30/1(2013-01-01), 20-26 0256-1115 30:1<20 2013 30 11814 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer