OT5.201 - Odour Classification and Concentration Estimationwith a Chemical Sensor Array on a Drone
- Event
- EUROSENSORS XXXVI
2024-09-01 - 2024-09-04
Debrecen (Hungary) - Band
- Lectures
- Chapter
- OT5 - Chemical Sensors
- Author(s)
- A. Vidal, J. Alonso-Valdesueiro, A. Benegiamo, J. Burgues, K. Karachristos, S. Marco - The Barcelona Institute of Science and Technology, Barcelona (Spain), A. Gutiérrez-Gálvez - Universitat de Barcelona, Barcelona (Spain), L. Terren, S. Doñate - Depuración de Aguas del Mediterráneo, Paterna (Spain)
- Pages
- 496 - 497
- DOI
- 10.5162/EUROSENSORSXXXVI/OT5.201
- ISBN
- 978-3-910600-03-4
- Price
- free
Abstract
We present an approach to improve the accuracy of odor concentration prediction in wastewater treat-ment plants using drones equipped with electronic noses. Source specific regression models are more accurate than models calibrated on all the data. Therefore, we could leverage these source-specific models to perform better predictions by integrating a source classification engine before odor prediction,. In the scenario explored, the improvement is limited by the source classification accuracy.