Neural network analysis of absorption spectra and optical fiber instrumentation for the monitoring of toxic pollutants in aqueous solutions

Neural network analysis of absorption spectroscopy is used to quantitatively analyze pollutant concentration in aqueous solutions. With proper training, sub ppm resolution was attained. An optical fiber instrumentation is presented, for cost-effective and in-situ measurements.