Publication number: 20260056176
Abstract: An apparatus is provided that includes one or more first MOx sensors, one or more second MOx sensors, and one or more humidity and/or temperature sensors configured to detect, identify, and quantify a first gas, a second gas, and a third gas, where the first gas is a TVOC, the second gas is NO2, and the third gas is O3. At least one processor can be configured to receive resistance data, humidity data and temperature data from the one or more first MOx sensors, the one or more second MOx sensors, and the one or more humidity and/or temperature sensors. The at least one process can run a pre-trained or continuously learning neural network, or other machine learning models, to detect, identify, and quantify the first gas, the second gas, and the third gas, while mitigating humidity, temperature, and O3 influence on the overall output performance.
Type:
Application
Filed:
September 19, 2024
Publication date:
February 26, 2026
Applicant:
Renesas Electronics America Inc.
Inventors:
Ravi Kanth Reddy CHILUMULA, Anna Schröter, Christian MEYER, Clayton John KOSTELECKY, David SIMPSON, Holger SAALBACH, Ronald Uwe SCHREIBER