Effectiveness of a simple Time Domain Reflectometry instrumental chain was tested by using different sodium chloride concentration.The layout is quite simple and economic, the software user friendly and the measurements rapid.An innovative approach for the statistical analysis of these kind of signals was implemented, accounting for multivariate analysis of the waveform, replacing the traditional mathematical theory.Good results in terms of coefficient of determination for sodium chloride estimation were obtained with R-2 0.942 (RMSE 0.18 g/100ml) for simple linear regression and R-2 0.983 (RMSE 0.10 g/100ml) for PLS analysis.The results obtained show how a cheap, rapid, and easy to use instrumental chain can be very promising for determinations of foodstuff parameters.
Simply Time Domain Reflectometry system for food analysis / Iaccheri, E; Berardinelli, A; Ragni, L. - ELETTRONICO. - (2020), pp. 94-98. (Intervento presentato al convegno 2020 IEEE International Workshop on Metrology for Agriculture and Forestry, MetroAgriFor 2020 - ProceedingsPages 94 - 984 November 2020 Article number 92776053rd IEEE International Workshop on Metrology for Agriculture and Forestry, MetroAgriFor 2020Virtual, Trento4 November 2020 through 6 November 2020Code 165730 tenutosi a Trento nel 4 Novembre).
Simply Time Domain Reflectometry system for food analysis
Berardinelli, A;
2020-01-01
Abstract
Effectiveness of a simple Time Domain Reflectometry instrumental chain was tested by using different sodium chloride concentration.The layout is quite simple and economic, the software user friendly and the measurements rapid.An innovative approach for the statistical analysis of these kind of signals was implemented, accounting for multivariate analysis of the waveform, replacing the traditional mathematical theory.Good results in terms of coefficient of determination for sodium chloride estimation were obtained with R-2 0.942 (RMSE 0.18 g/100ml) for simple linear regression and R-2 0.983 (RMSE 0.10 g/100ml) for PLS analysis.The results obtained show how a cheap, rapid, and easy to use instrumental chain can be very promising for determinations of foodstuff parameters.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione
