Machine learning assisted leak-free circular plastic packaging design from post-consumer waste

Mechanical sorting is widely applied in the current Dutch waste management scheme, which sorts all of the polyolefin flexible packaging (different types of polyethylene, polypropylene) into the same stream, i.e. DKR 310, with different composition of each batch. Such inconsistency of feedstock composition brings remarkable hurdle to recycle this waste stream particularly on the sealing process design of the circular packaging from the stream. Therefore, Brightlands Materials Center is developing a prediction scheme for sealing performance of flexible packaging with recycled content based on the composition of the waste.

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