(269h) A Bayesian Approach to Curate the Optimal Sensing Elements for a Quantitative Gas Sensor Array
AIChE Annual Meeting
2023
2023 AIChE Annual Meeting
Topical Conference: Sensors for Sustainability
Next-Gen Sensors
Monday, November 6, 2023 - 5:20pm to 5:35pm
Our objective is to showcase a Bayesian computational method to curate the optimal combination of sensing elements for a gas sensor array. We achieve this objective by treating the gas sensing task as a statistical inverse problem. As an illustrative example, we demonstrate our method by curating the optimal pair of zeolitic imidazolate frameworks for a gravimetric sensor array for CO2/C2H4 sensing.