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Item type:Publication, Access status: without files , Optical monitoring of second-life batteries enhanced by machine learningWe propose the usage of optical time domain reflectometry as a monitoring technique for 2nd-life battery pools. The approach promises significant cost reduction for the monitoring system compared to a distributed electrical sensing system. Furthermore, due to coherent reception a high sensitivity can be reached, which can be further improved by combining with machine learning algorithms for detection and classification.Publicationtype: Conference Paper16