Title :
A Smart and Portable Solution for Heavy Metals Concentration Measurements
Author :
Pereira, J. M Dias ; Postolache, O. ; Girão, P. Silva
Author_Institution :
ESTSetubal-LablM/IPS, Setubal
Abstract :
This paper presents a measurement solution for heavy metals concentrations. The proposed solution can be installed in stand-alone environmental monitoring stations and can incorporate measurement units for other water quality parameters such as temperature, conductivity, salinity, pH, dissolved oxygen and turbidity. A fully-automated monitoring station based on a low-cost potentiostat unit is presented together with a set of components and devices that can be used to provide auto calibration capabilities. A special attention is dedicated to data interpolation based on ANN curve fitting techniques and the interpolation results are compared with the ones obtained with traditional LMS polynomial interpolation techniques.
Keywords :
chemical analysis; chemical variables measurement; computerised instrumentation; curve fitting; environmental science computing; intelligent sensors; interpolation; least mean squares methods; neural nets; polynomials; water pollution measurement; ANN curve fitting techniques; LMS polynomial interpolation techniques; auto calibration capabilities; data interpolation; environmental monitoring stations; fully-automated monitoring station; heavy metals concentration measurements; measurement units; potentiostat unit; smart sensing; water quality parameters; Biomembranes; Calibration; Condition monitoring; Electrodes; Humans; Interpolation; Laboratories; Rivers; Water resources; Wavelength measurement; accuracy; auto-calibration; smart sensing; water quality;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location :
Warsaw
Print_ISBN :
1-4244-0588-2
DOI :
10.1109/IMTC.2007.379433