TRIUM Environmental Inc.

Published purpose

CIIP Korea project with Minds and Company Co. to develop a machine learning (ML)-based integrated sensing system that can provide real-time prediction of multiple key indicators through preprocessing of field sensing data and prediction by ML-based models. Integrated sensors are used to produce the sensing data and complement each other’s limitations. A large dataset of the preprocessed sensing data is used to train predictive models through various ML algorithms. The developed prediction models will be then verified by field demonstration along with lab analysis. Development of this technology can bring a paradigm shift in site assessments by providing reliable field-generated data, leading to valid selection of sampling points.