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Registered GAS DETECTION INTELLIGENCE TRAINING SYSTEM AND OPERATING METHOD THEREOF

극미량 가스성분 탐지를 위한 센서 어래이 장치 및 딥러닝 방법
이미지 확대
Inventors
Jae Hun Choi, Hwin Dol Park, Chang-Geun Ahn, Kim Do Hyeun, Seunghwan Kim, Jang Yongwon, Noh Hyung Wook, Chung Kwang Hyo
Application No.
17401449 (2021.08.13)
Publication No.
20220170900 (2022.06.02)
Registration No.
11747314 (2023.09.05)
Country
UNITED STATES
Project Code
20HR5500, Intelligent e-nose development for gas detection to sub-ppb level, Seunghwan Kim
Abstract
Disclosed are a gas detection intelligence training system and an operating method thereof. The gas detection intelligence training system includes a mixing gas measuring device that collects an environmental gas from a surrounding environment, generates a mixing gas based on the collected environmental gas and a target gas, senses the mixing gas by using a first sensor array and a second sensor array under a first sensing condition and a second sensing condition, respectively, and generates measurement data based on the sensed results of the first sensor array and the second sensor array, and a detection intelligence training device including a processor that generates an ensemble prediction model based on the measurement data.
KSP Keywords
Ensemble prediction, Gas detection, Sensor array, Surrounding environment, Target gas, Training device, Training system, measurement data, measuring device, model-based, prediction model
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Status Patent Country KIPRIS
Registered 가스 탐지 지능 학습 시스템 및 그의 동작 방법 KOREA KIPRIS