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Table 1 Classification of R principles.

From: The Circular Economy and retail: using Deep Learning to predict business survival

Increasing circularity

 Smarter product manufacture and use

  R0 Refuse

Make product redundant by abandoning its function or by offering the same function with a radically different product

  R1 Rethink

Make product use more intensive (e.g., by sharing product)

  R2 Reduce

Increase efficiency in product manufacture or use by consuming fewer natural resources and materials

 Extend the lifespan of a product and its parts

  R3 Reuse

Reuse by another consumer of a discarded product, which is still in good condition and fulfills its original function

  R4 Repair

Repair and maintenance of defective product so it can be used with its original function

  R5 Refurbish

Restore an old product and bring it up to date

  R6 Re-manufacture

Use parts of a discarded product in a new product with the same function

  R7 Repurpose

Process materials to obtain the same (high grade) or lower (low grade) quality

 Useful application of materials

  R8 Recycle

Process materials to obtain the same (high grade) or lower (low grade) quality

  R9 Recover

Incineration of material with energy recovery