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The smart waste factory of the future will be monitored and controlled by a combination of various sensors and several real-time data sets. One essential data requirement relates to waste streams at different stages of the treatment process. In order to analyse waste by sensor-based technology, a solid database of representative waste data is necessary. Usually, this data is collected of mixed waste. The present paper describes waste on the level of individual waste particles. In the first step, particles from fine-shredded ( less then